PERSONALITY, SUBJECTIVE WELL-BEING, AND VOCAL COMMUNICATION
IN CAPTIVE MALE WESTERN LOWLAND GORILLAS
by
SARAH ANN SCHAEFER
A Dissertation submitted to the
Graduate School-New Brunswick
Rutgers, The State University of New Jersey
in partial fulfillment of the requirements
for the degree of
Doctor of Philosophy
Graduate Program in Anthropology
written under the direction of
Dr. H. Dieter Steklis
and approved by
________________________
________________________
________________________
________________________
New Brunswick, New Jersey
May, 2011
ii
ABSTRACT OF THE DISSERTATION
Personality, Subjective Well-Being, and Vocal Communication in Captive Male Western
Lowland Gorillas
By SARAH ANN SCHAEFER
Dissertation Director:
Dr. H. Dieter Steklis
Although there have been studies on the meaning or function of gorilla vocalizations,
they have focused on correlations between calls and basic activity states. If gorilla
vocalizations, like human speech, provide information that is both semantic and
emotional, then we can expect to get a richer understanding of the meaning or function of
gorilla vocalizations by looking at the novel association between an individual’s
personality and its vocal profile (i.e. the types of calls predominantly given). Personality
drives and channels behavior and is therefore a higher level of analysis than basic activity
states. Four hypotheses are tested in this dissertation: 1) Personality predicts behavior in
captive gorillas; 2) Personality predicts vocal behavior (i.e. the vocal profile) in captive
gorillas; 3) Personality predicts subjective well-being in captive gorillas; 4) Subjective
well being predicts vocal behavior (i.e. the vocal profile) in captive gorillas. To test these
hypotheses, I used behavioral observation and personality and subjective well-being
questionnaires on eight male gorillas (five silverbacks; three blackbacks) at the Sedgwick
iii
County Zoo in Wichita, Kansas. The personality questionnaires used a modified top-
down approach, i.e. a modified five-factor model used in human personality studies. A
principle components analysis of the mean personality ratings revealed three components:
dominance; extraversion/agreeableness; conscientiousness. This is the first study to
document a conscientiousness factor in gorillas which was previously thought to exist
only in chimpanzees and humans. There were 16 significant correlations between
personality and behavior with an average r value of 0.76. Subjective well-being did not
predict behavior with the exception of contact aggression (r=0.71).
Extraversion/Agreeableness was significantly positively correlated with subjective well-
being and dominance was significantly positively correlated with ability to achieve goals.
Neither personality nor subjective well-being predicted vocal rate. Contrary to previous
reports, the gorillas in this study did not vocalize at a significantly different rate from
wild mountain gorillas. This is the first study to document individual vocal profiles of
gorillas, which have implications for captive management. Implications of the “singing”
and rhythmic multiple grunt vocalizations for the origins of music and language are
discussed.
iv
Dedication and Acknowledgements
This dissertation is dedicated with love to my parents, Dr. Donald and Anna
Marie Schaefer and to my eight gorilla friends: Shango, Barney, Tommy, Billy, Matt,
Virgil, Jabir, and Samson.
I am grateful to my graduate advisor, Dr. H. Dieter Steklis, for his support over
the past eight years and constructive criticisms and comments on early drafts. I would
like to thank Dr. Robin Fox, Dr. Lee Cronk, and Dr. Colin G. Beer for serving on my
committee and their helpful comments. Many thanks go to Dr. James King for sharing
his personality and subjective well-being questionnaires and for help with the statistical
analysis. Thank you to Netzin Gerald-Steklis for her support of this project. I am
grateful to Dr. Sandy Wilson, Mike Quick, and Mark C. Reed for permission to conduct
this research at the Sedgwick County Zoo and for their constant support of this project.
Many thanks to the gorilla keepers at the Sedgwick County Zoo for completing the
personality and subjective well-being questionnaires: Danielle Decker, Scott LaPlante,
Nathan Sexton, Ashley Suttles, Micala Teetzen, Julie Fritz, Amanda Jacquot, and Kelly
Rivera. I am grateful to the Sedgwick County Zoo, the Department of Anthropology and
the Center for Human Evolutionary Studies at Rutgers University for funding this
research.
v
Table of Contents
Page
ABSTRACT ii
DEDICATION AND ACKNOWLEDGEMENTS iv
TABLE OF CONTENTS v
LIST OF TABLES ix
LIST OF FIGURES x
CHAPTER 1: INTRODUCTION 1
1. Introduction 1
2. Limitations of Previous Studies 4
A. Gorilla Personality Studies 4
B. Vocal Communication in Gorillas 8
3. Contributions 12
4. Hypotheses and Predictions 14
CHAPTER 2: METHODS 18
1. Study Site 18
2. Housing 18
3. Subjects 18
A. Age Classes 18
B. Rearing History Definitions 19
4. Raters 20
5. Behavioral Observation Methods 21
6. Quantification of Behavioral Data 21
vi
7. Definition of Vocal Profile 22
8. Definition of Behavioral Categories for Table 13 22
9. Definition of Behavioral Categories for Table 14, 15, and 16 23
10. Vocal Recording Methods 25
11. Classification of Different Vocalizations 25
12. Rating Forms 26
A. Personality Questionnaire 26
B. Subjective Well-Being Questionnaire 32
CHAPTER 3: RESULTS 35
1. Personality and Subjective Well- Being Results 35
A. Interrater Agreement of Item Ratings 35
i. Personality 35
ii. Subjective Well-Being 35
B. Principal Components Analysis 38
i. Personality 38
ii. Subjective Well-Being 39
2. Hypotheses and Predictions Results 45
A. What is the Vocal Rate for Captive Gorillas? 47
3. Other Results that Provide Insight into the Meaning of Gorilla Calls 53
A. What is the Vocal Repertoire of Captive Gorillas? 53
B. Individual Gorillas’ Vocal Repertoire 55
C. Non-Syllabled and Syllabled Call Rates 63
D. Calls and Associated Age Classes and Contexts 64
vii
4. Summary of All Correlations between Personality and Behavior 65
5. Summary of All Correlations between Subjective Well-Being 67
and Behavior
6. Summary of All Correlations between Personality and Subjective 69
Well-Being
CHAPTER 4: DISCUSSION 70
1. Can Personality and Subjective Well-Being Inform our Understanding 70
of the Meaning of Gorilla Vocalizations?
2. Reliability and Validity of Personality and Subjective Well-Being 70
Measures
3. Principal Results 71
A. Personality Predicts Vocal Behavior (Vocal Profile) in Captive 71
Gorillas
B. Subjective Well-Being Does Not Predict Vocal Behavior 74
(Vocal Profile) in Captive Gorillas
C. Vocal Rates of Captive Gorillas 74
4. Limitations of this Study 75
5. Broader Implications of this Study 76
A. Personality and Vocal Communication in Gorillas 76
B. Is Vocal Repertoire Indicative of Subjective Well-Being 78
of Captive Gorillas?
C. Vocal Traditions (Culture) and Vocal Learning in Captive 79
Gorillas
D. The Origins of Music and Language in Gorilla 80
Vocalizations
6. Future Directions 84
ix
List of Tables
Page
Table 1 Sedgwick County Zoo Gorillas 20
Table 2 Interrater Reliabilities for Personality Traits 36
Table 3 Interrater and Internal Consistency Reliabilities for Subjective 37
Well-Being
Table 4 Factor Structure of Mean Adjectival Ratings 40
Table 5 Items Defining Each of the Three Gorilla Personality Factors 43
Table 6 T-Scores for the Three Gorilla Personality Factors 43
Table 7 Factor Profiles for the Sedgwick County Zoo Gorillas 44
Table 8 Correlations among Four Items on Subjective Well-Being Questionnaire 44
Table 9 Mean Vocal Rates of Sedgwick County Zoo Gorillas 49
Table 10 Mean Vocal Rates for Silverbacks in Gibeault Study 50
Table 11 Vocal Repertoire of Sedgwick County Zoo Gorillas and 54
Hypothesized Equivalent Call in Mountain Gorillas
Table 12 Non-Syllabled and Syllabled Vocalization Rates 63
Table 13 Calls and Associated Age Classes and Contexts 64
Table 14 Correlations between Personality Dimensions and Behaviors 65
Table 15 Correlations between Subjective Well-Being and Behaviors 67
Table 16 Correlations between Personality and Subjective Well-Being 69
x
List of Figures
Page
Figure 1 Mean Vocal Rates of Silverbacks in Captive and Wild Gorillas 51
Figure 2 Mean Vocal Rates of Silverbacks and Blackbacks at Sedgwick County 52
Zoo
Figure 3 Shango’s Vocal Repertoire 55
Figure 4 Barney’s Vocal Repertoire 56
Figure 5 Tommy’s Vocal Repertoire 57
Figure 6 Billy’s Vocal Repertoire 58
Figure 7 Matt’s Vocal Repertoire 59
Figure 8 Virgil’s Vocal Repertoire 60
Figure 9 Jabir’s Vocal Repertoire 61
Figure 10 Samson’s Vocal Repertoire 62
1
Chapter 1
Introduction
Rendell and Whitehead (2001) suggest that scientists who study marine mammals
would benefit from approaching their studies more as ethnography than zoology. In this
way, each population of animals is thought of as having its own unique repertoire of
behaviors, or own unique culture (Brosnan, et al., 2009; Rothenberg, 2008; Rendell and
Whitehead, 2001). Primatologists would also benefit from this approach, especially since
the populations they are studying are often very small. This gives us the chance to look
at the behavior of individual gorillas more in-depth rather than viewing them solely as
members of a particular age/sex class. In this dissertation I will document the vocal
repertoire of eight male gorillas (five silverbacks; three blackbacks) that live in three
separate groups at the Sedgwick County Zoo in Wichita, Kansas. This dissertation is the
first attempt to address the question of whether personality can explain vocal profiles of
individual gorillas.
Although the importance of personality in the study of the great apes has been
understood since the 1960’s (Fossey, 1983; Goodall, 1971), it has rarely been studied
quantitatively through the use of questionnaires until the recent studies of chimpanzees
and orangutans by King and Figueredo (1997) and Weiss, et al. (2006). Because vocal
behavior is like any other behavioral category, such as playing or grooming, it has the
potential to be explained by personality dimensions. Vocal behavior, as a behavioral
category is often neglected in social behavior studies of the great apes (Mitani, 1996).
For gorillas, vocalizations are the most frequently occurring social behavior and they
account for seventy percent of all initiated behaviors (Steklis and Gerald-Steklis, 2004).
2
Like measures of aggression and affiliation, measures of an individual’s vocal behavior,
or vocal profile, should reflect an individual’s personality (Pederson et al., 2005). There
are no published studies demonstrating an association between personality dimensions
and vocal behavior in the non-human primates. However, this association has recently
been demonstrated for males of the collared flycatcher. Individual differences in the
choice for singing sites reflect individual differences in personality (Garamszegi, et al.,
2008).
If gorilla vocalizations, like human speech, provide information that is both
semantic and emotional (Seyfarth and Cheney, 2003; Marler, et al., 1992), we can expect
to get a richer understanding of the meaning or function of gorilla vocalizations by
looking at the novel association between an individual’s personality and its vocal profile
(i.e. the types of calls predominantly given) (Steklis, pers. comm.) The meaning and
function of gorilla vocalizations are inter-related as the meaning of particular
vocalizations is determined by the social function of the vocalization (Richman, 2000).
Thus, the meaning of a vocalization is its evolutionary adaptive function (Steklis, pers.
comm.).
If subjective well-being is a measure of an individual’s happiness then we can
expect to learn more about the meaning and/or function of gorilla vocalizations by
looking at any association between an individual’s subjective well-being and the rate of
which a particular call is given (King and Landau, 2003; Steklis, pers. comm.).
Subjective well-being in non-human animals used to be determined by the absence of
abnormal behaviors and the presence of normal, species-typical behaviors (King and
Landau, 2003). In humans, subjective well-being is defined by two correlated facets of
3
happiness that have been applied to non-human primates (King and Landau, 2003).
These two facets are a balance of positive and negative affect and a global evaluation of
one’s life (King and Landau, 2003). Additionally, a third factor, the amount of perceived
control over important events has been identified in human subjective well-being studies
and also applied to the non-human primates (King and Landau, 2003).
Humans have been shown to be able to reliably assess personality and subjective
well-being in chimpanzees and orangutans with high levels of reliability and validity
(Freeman and Gosling, 2010; Weiss, et al., 2006; King and Landau, 2003). This can be
explained by a phylogenetic generalization from human to ape of Ickes’ (1993) concept
of “empathic accuracy” or the ability to describe another person’s feelings (King and
Landau, 2003). Since it has been shown that humans can reliably assess the subjective
well-being of other humans (Parot and Diener, 1993) only a moderate inductive
generalization is required to accept that humans can reliably assess the subjective well-
being of apes (Weiss, et al., 2006; King and Landau, 2003). Furthermore, considering
that gorillas are one of our closest living relatives separated from us by only around eight
million years and with whom we share around 97% of our DNA it is the most
parsimonious approach to think that we share common feelings of happiness with them
(de Waal, 1996). King and Landau (2003) state that “…the absolute dichotomy between
understanding human and nonhuman conscious experience may not be as absolute as
Nagel (1974) implies, especially for nonhuman species closely related to humans.” (King
and Landau, 2003).
4
Limitations of Previous Studies
Gorilla Personality Studies
Personality can be described as “those characteristics of individuals that describe
and account for consistent patterns of feeling, thinking, and behaving” (Pervin and John,
1997). The term personality has often been used interchangeably with the term
temperament in the early studies on primate personality (Buirski, et al., 1978; Buirski, et
al., 1973); however, there is a difference. Temperament is now usually defined as “a
characteristic response style to novel stimuli or challenging situations that is largely
independent of immediate social or volitional influences” (Clarke and Boinski, 1995).
Personality refers to more specific social characteristics of the individual, for example,
the degree to which an animal is curious, playful, aggressive, dominant, etc. Thus,
personality traits are relatively easy to identify from repeated observations of group
living animals but more difficult to determine in nonsocial test situations in which the
single animal is exposed to some sort of novelty challenge. Reactivity, or temperament,
is therefore more difficult to determine in group-living situations (Clarke and Boinski,
1995).
While there have been numerous between species comparisons in personality,
there have been fewer within species comparisons of personality (Gosling, 2001). Early
attempts to describe personality in primates quantitatively, involved the emotions profile
index (EPI). This instrument was devised by Kellerman and Plutchik in 1968 for
evaluating personality in humans and was modified for non-human primate use by
Buirski and Plutchik (1973). The EPI is a 43-item forced choice test in which the choices
5
are scored in terms of eight basic emotion dimensions: trustful, dyscontrolled, timid,
depressed, distrustful, controlled, aggressive, and gregarious (Gold, 1993).
The five factor model is composed of five broad dimensions of personality that are
used to describe human personality; the factors are: extraversion; agreeableness;
openness; neuroticism; and conscientiousness (King and Figueredo, 1997). Although
there has been significant debate about the application of the five factor model in non-
human animals (Uher and Asendorpf, 2008; Gosling, 2001), it has several advantages.
These advantages are: it allows for between-species comparisons of personality through
the shared metric and it is consistent with evolutionary thinking while still being sensitive
to species-level differences in behavior (Weiss and Adams, 2008; Gosling and Graybeal,
2007). Critics have argued that the approach of King and colleagues is purely an etic, or
top-down, approach, but this is not correct. The approach of King and colleagues is a
modified top-down approach that takes into account species level differences while still
being consistent with evolutionary thinking (Weiss and Adams, 2008). In addition, King
and Weiss used exploratory factor analysis as opposed to confirmatory factor analysis so
that they did not impose the five factor model of humans onto the great apes (Weiss and
Adams, 2008). I also used exploratory factor analysis in this dissertation. The emic, or
bottom-up, approach of Uher is best for understanding personality trait expression in a
given species while the approach of King and Weiss is best for comparative personality
research on the great apes. Uher argues that with the top-down approach of King and
Weiss unique, important traits of a particular species that are ecologically valid will be
missed. Indeed, there is a difficult balance that must be met between the etic and emic
approaches.
6
Uher also raises concerns about the possibility of anthropomorphism and implicit
personality theory with a top-down approach. Implicit personality theory refers to the
idea that humans have a network of assumptions about the relationships between various
traits and behaviors. For example, individuals may assume that a happy person is also
friendly and that a quiet person is also timid and shy, but this is not necessarily the case.
However, Kwan, Gosling, and John (2008) found no evidence of anthropomorphic
projection in ratings of dog personality which provides support for the idea that humans
are not using implicit personality theory when judging the personality of nonhuman
animals. Uher also argues that in the great apes, the associations with manifest behaviors
are much stronger for her method of behavior-descriptive verbs (r=0.56) than for trait
adjectives(r=0.35). However, the results of my study contradict this claim (Uher and
Asendorpf, 2008). In my study which used trait adjectives the mean significant
correlation was (r=0.76; n=16).
There have been two quantitative studies on gorilla personality and they were
both done on captive gorillas (Gold, 1993; Kuhar, et al., 2006). One limitation with the
Kuhar et al. (2006) and Gold (1993) studies is that only twenty-five descriptive adjectives
were used and they did not attempt to replicate the five-factor model found in humans.
This means that they could not determine when the five factor model arose in our shared
evolutionary history with gorillas (King, pers.comm.). They did not include descriptive
adjectives that lead to a conscientiousness factor in humans and chimpanzees (Gosling,
2008). My study used fifty-four descriptive adjectives that were adapted from the
Goldberg (1990) adjective lists for the five factor model in humans by King and
colleagues (King and Figueredo, 1997) and that have been used in captive chimpanzee
7
and orangutan personality studies (King and Figueredo, 1997; Weiss, et al., 2006). As
much as possible, an equal number of terms were selected from each of the five factors
used in the human study keeping in mind what factors seemed relevant to the particular
species being studied (King, pers. comm.). As a result, this study is the first to
demonstrate that a conscientiousness factor exists in extant gorillas (Gosling, 2008).
The Kuhar et al. (2006) study found only weak significant correlations between
some of the personality dimensions and behavior. This might be due to the fact that they
used an instrument designed to determine personality in macaques for gorillas (Freeman
and Gosling, 2010). It also might be due to the fact that theirs was a multi-institutional
study. The meaningfulness of the results of this approach are compromised because if
zoos have different gorillas and different raters the ratings are group relative (the group
means are clustered around the center of the rating scale) and therefore should not be
pooled together for analysis. In addition, behavior scores also have limitations for
between-settings comparisons as there are differences in group density, environmental
differences, and other factors. This study is the first to show that there are strong
significant correlations between certain personality dimensions and behavior, including
vocal behavior, for captive gorillas.
One limitation of the Gold (1993) study is that in preliminary data analyses few
relationships between personality and behavior were found (Kuhar, et al., 2006). This
remains an understudied question in the field of ape personality. Furthermore, neither the
Kuhar, et al. (2006) nor the Gold (1993) study addressed the concept of subjective well-
being in gorillas so this dissertation is the first to study that systematically and determine
whether subjective well-being is correlated with certain personality dimensions, as it is in
8
humans (Costa, P.T. and McCrae, R.R., 1980), chimpanzees (King and Landau, 2003)
and orangutans (Weiss, et al., 2006). Subjective well-being is positively significantly
correlated with extraversion in humans (McCrae and Costa, 1991; Costa and McCrae,
1980), chimpanzees (King and Landau, 2003), and orangutans (Weiss, et al., 2006) so
from an evolutionary standpoint we would expect it to be significantly correlated in
gorillas as well (King and Landau, 2003; de Waal, 1996). Additionally, if subjective
well-being measures the happiness of gorillas we could expect it to inform our
understanding of the meaning and /or function of gorilla vocalizations through the
association between subjective well-being and rates of specific calls. King found that
humans are able to reliably assess subjective well-being in chimpanzees and orangutans
with high levels of reliability and validity (Weiss, et al., 2006; King and Landau, 2003).
Additionally, subjective well-being was significantly positively correlated with
extraversion and dominance was significantly positively correlated with an ability to
achieve one’s goals in chimpanzees (King and Landau, 2003) and orangutans (Weiss, et
al., 2006)
Vocal Communication in Gorillas
Although there have been previous studies that addressed the meaning and function
of gorilla close calls (Schaller, 1963; Fossey, 1972; Harcourt et al., 1993; Mitani,
unpublished manuscript; Gibeault, unpublished manuscript), they have not been complete
or exhaustive. In the Schaller (1963) and Fossey (1972) studies the focus was on long
calls, or between-group calls, because the gorillas were not fully habituated. The
Harcourt et al. (1993) study did not look at individual vocal profiles of gorillas. Instead
the focus was on finding trends for specific age/sex classes, dominance ranks, and
9
relatedness. This dissertation documents variation in silverback and blackback vocal
profiles and how these differences relate to the individual gorillas’ personalities.
Harcourt and Stewart (2001) categorize gorilla close calls into two main types:
non-syllabled and syllabled. Non-syllabled vocalizations tend to be longer, i.e., longer
than one second, and do not have moments of silence that break up the sound. In other
words, the sound is continuous. Examples of non-syllabled vocalizations are singing and
rumbling. Syllabled vocalizations tend to be shorter and these short syllables are
separated by moments of silence. In other words, the sound is not continuous. Examples
of syllabled vocalizations include all the grunts (single, double, triple, inverted,
quadruple, and multiple) and the staccato-like chutter. Harcourt and Stewart (2001)
found that dominant individuals tend to give more syllabled vocalizations while
subordinate individuals tend to give more non-syllabled vocalizations. However, both
dominant and subordinate animals give both types of calls. They also found that kin tend
to exchange more calls than do non-kin. They found that close calls are given in two
main contexts: at times of potential separation, e.g., at the end of a rest period, and during
intense feeding, and at times of potential conflict, e.g., approaching one another during
feeding, when feeding intensively in close quarters or moving together as a group
(Harcourt, et al., 1993).
In both the Mitani and Gibeault unpublished manuscripts (Mitani, unpub. man.;
Gibeault, unpub. man.) correlations were determined between calls and basic activity
states such as feeding, resting, and moving. I argue that these provide limited insight into
the meaning or function of gorilla vocalizations especially when the same calls are given
in many different contexts such as is the case for gorilla “close calls”. (Seyfarth, et al.,
10
2010). By looking at personality we can understand the meaning and/or function of
gorilla vocalizations from a higher-level of analysis. Personality is not the same as
behavior. Personality “drives and channels” behavior and therefore slight changes or
differences in the higher-level phenomenon (personality) can have significant effects on
the lower-level one (behavior) (Capitanio, 2004). In other words, personality dimensions
can have a greater explanatory power for the meaning and/or function of gorilla
vocalizations than the usual vocalization/behavior correlation studies.
Similarly, measures of subjective well-being should inform our understanding of
the meaning and/or function of gorilla vocalizations because it is a measure of the
gorillas’ happiness. For example, we could ask why does one pair of brothers give many
chutter calls (a close- range agonistic, threat call) to the visitors (35% and 30% of their
vocal repertoire) while another pair of brothers rarely gives any chutter calls to the
visitors (<1% and 0% of their vocal repertoire)? Why does the pair that gives a lot of
chutters also give a lot of non-contact aggression to the visitors (1.83/hr; 0.88/hr) while
the other pair that rarely chutters also rarely gives any non-contact aggression to the zoo
visitors (0.20/hr; 0.08/hr)? Why does the pair of brothers that gives a lot of chutter calls
and non-contact aggression to the visitors score low on the conscientiousness personality
factor while the pair that does not give chutter calls or non-contact aggression to the
visitors score high on the conscientiousness personality factor? My study shows that
there is a significant negative relationship (r =-0.76) between the rate of chutter calls and
scores of the conscientiousness factor. In other words, gorillas scoring low on
conscientiousness (irritable, aggressive, unpredictable) give more chutter calls than males
who score high on conscientiousness (stable, cool, gentle). Male chimpanzees tend to
11
score very low on the conscientiousness factor (King, pers. comm.) and are very
intolerant and violent towards group outsiders and have even been described as
xenophobic (Diamond, 1992). So, aggression towards group outsiders (i.e. zoo visitors)
in the form of chutter calls and non-contact aggression can be understood as an
expression of low conscientiousness in a gorilla. This helps us to confirm the hypothesis
that one function of the chutter call is to serve as a close range threat and agonistic call
given to group outsiders.
It should be noted that it is impossible for us to determine precisely the meaning
of certain vocalizations as we cannot interview our subjects (Cheney and Seyfarth, 2007).
Meaning is imprecise. The philosopher W.V.O Quine called it the “radical
indeterminancy of meaning” (Cheney and Seyfarth, 2007; Quine, 1960). It is easier to
determine meaning when there is a discernable change in behavior in the recipient of the
call. With gorilla close calls, there is usually no change in the behavior of the recipient
other than giving an answering call in 60% of the cases (Harcourt and Stewart, 2001).
An essential first step in determining the meaning of primate vocalizations is to assess
any correspondence between a vocalization and its putative referent (Gouzoules and
Gouzoules, 2011). For example, is the caller dominant or subordinate to the recipient of
the call? Does the call occur during contact or non-contact aggression? Does the call
occur with both high and low quality foods? Does it occur when the food is divisible or
not divisible? Does it occur only with preferred foods or not? (Gouzoules and
Gouzoules, 2011). The idea that primate vocalizations either provide information to the
recipient or are given to manipulate the behavior of the recipient is a false dichotomy
(Seyfarth, et al., 2010). They do both. At the very least, we know that primate
12
vocalizations are individually distinctive and therefore provide information about the
identity of the caller (Cheney and Seyfarth, 2007). Playback experiments have been used
by some researchers as a means to get a better understanding of the meaning of primate
vocalizations, what an animal is thinking, and what an animal knows (Cheney and
Seyfarth, 2007; Gouzoules and Gouzoules, 2011; Snowdon, 2001; Slocombe and
Zuberbuhler, 2010). However, we should keep in mind that playback experiments, like
other captive experiments may be stressful to the animals, particularly since the animals
do not have a choice of whether to participate or not in the playback experiment (Ross,
2010). Other researchers have noted the possible ethical and logistical issues surrounding
playback experiments (Mitani, 1996; McGrew, 2010).
Although there are no published studies on captive gorilla vocal communication,
the general consensus within the field of primatology has been that captive gorillas do not
vocalize as much as wild gorillas. However, in an unpublished study of captive gorillas
the mean vocal rate for adult males was 22.22 vocalizations per hour, even higher than
the wild rate of 14 vocalizations per hour (Gibeault, unpublished manuscript; Harcourt et
al., 1993). If captive gorillas really were to vocalize significantly less than wild gorillas
this would be important to know because it could potentially speak to the gorillas’ sense
of well-being, health, and contentment (Fossey, 1983).
Contributions
This dissertation will contribute to the captive management and captive well-being
of gorillas. Gorilla keepers and the general public will have a better understanding of
what information and emotions the gorillas are communicating and in turn can be more
sensitive to their individual needs. The management of bachelor groups is an important
13
issue currently in the captive management of gorillas. Currently, there are twenty-eight
males that reside in all-male groups in ten zoos in North America and with eighty males
under the age of twelve (Wharton, 2001), this number is expected to increase in the near
future (Faust, et al., 2001; Stoinski, et al., 2004). This study will help to identify
particular males on the basis of personality who are more suited to living in all-male
groups (i.e. those males that score high on conscientiousness; high on
extraversion/agreeableness and low on dominance) (Gold, 1993). Identifying specific
gorillas that score low on subjective well-being tests can help gorilla keepers to better
meet the needs of these individuals.
In addition, this study will contribute to a better understanding of ape vocal behavior
and personality and the relationship between these two variables. With this dissertation,
we can now do a comparison of three of the four great apes (chimpanzees, gorillas, and
orangutans) and use these results to gain insight into when certain personality dimensions
arose in our hominid ancestors. Personality, like behavior, is subject to natural selection,
and therefore would have played a role in the evolution of hominins (King, et al., 1999).
Lastly, this study will contribute to a better understanding of the origins of language
in hominins. We know that the anatomy of the vocal apparatus in our earliest
australopithecine ancestors was similar to that of modern day great apes (Tattersall,
2002). In addition, early hominin social structure was probably more gorilla-like (i.e.
cohesive, one to several male polygynous groups) than chimpanzee-like (frugivore,
fission-fusion type) (Watts, 1996; Boyd and Silk, 2008). Therefore, we can use insights
from gorilla communication as a model for how our earliest ancestors communicated.
14
Hypotheses and Predictions
Hypothesis 1: Personality predicts behavior in captive gorillas.
Personality has been shown to accurately predict behavior in humans (Nettle, 2006;
Meyers, et al., 2001) and chimpanzees (Pederson, et al., 2005) as demonstrated through
strong significant correlations between personality and behavior. However, in the only
study on gorillas the relationship between behavior and personality was weak (Kuhar, et
al., 2006).
Prediction 1
Dominance will be positively correlated with aggressive behaviors (DISPLACE; NCA;
CA; NCAVIS; AGON) as has been shown in chimpanzees (Pederson, et al., 2005)
Prediction 2
Extraversion will be positively correlated with measures of affiliation (PLAY; GROOM;
TOUCH; SEX; APPROACH (ALL); APP ME; APP VIS; APP GOR; AFFIL) (Pederson,
et al., 2005)
Hypothesis 2: Personality predicts vocal behavior (i.e. the vocal profile) in captive
gorillas.
Studies demonstrating the relationship between personality and behavior are rare
although this relationship was recently demonstrated for birds (Garamszegi, et al., 2008).
If gorilla vocalizations are like human speech then we can predict that gorilla
vocalizations will send information about the intentions, motivations, and emotions of the
gorillas (Steklis, pers. comm.).
15
Prediction 1
There will be a positive relationship between dominance and vocal rate (Harcourt and
Stewart, 2001).
Prediction 2
There will be a positive relationship between dominance and syllabled calls(Harcourt and
Stewart, 2001).
Prediction 3
There will be a negative relationship between dominance and non-syllabled calls
(Harcourt and Stewart, 2001).
Prediction 4
There will be a positive relationship between dominance and double grunts (Harcourt and
Stewart, 2001).
Hypothesis 3: Personality predicts subjective well-being in captive gorillas.
It has been demonstrated that personality predicts subjective well-being in humans
(McCrae and Costa, 1991; Costa and McCrae, 1980), chimpanzees (King and Landau,
2003), and orangutans Weiss, et al., 2006).
Prediction 1
There will be a positive relationship between extraversion and subjective well-being
(King and Landau, 2003; Weiss, et al., 2006).
16
Prediction 2
There will be a positive relationship between dominance and an ability to achieve goals
(King and Landau, 2003; Weiss, et al., 2006).
Hypothesis 4: Subjective well-being explains vocal behavior (i.e. the vocal profile) in
captive gorillas.
With a few exceptions, subjective well-being did not explain behavior in chimpanzees
(King and Landau, 2003).
Prediction 1
Captive gorillas will have a lower vocal rate than wild gorillas.
Although there have been no published studies on captive gorilla vocal rates,
Gibeault (unpublished manuscript) found that captive gorillas did not vocalize
significantly less than wild gorillas. However, the general impression in the academic
and zoo communities has been that captive gorillas do vocalize less than wild gorillas for
reasons unknown but hypothesized that the increased stress due to captivity results in less
vocalizations. In fact, gorillas of the tourist groups in Rwanda were found to give less
“belch vocalizations”, or contentment vocalizations than the groups of gorillas visited
only by researchers (Steklis and Gerald-Steklis, 2004). The most frequently given
vocalization in wild gorillas, the double grunt, was hypothesized to be indicative of the
gorillas’ contentment (Fossey, 1983); therefore if captive gorillas are more stressed than
wild gorillas it should follow that there will give fewer contentment vocalizations such as
the double grunt if subjective well-being correlates with the rate of double grunts.
17
Prediction 2
There will be a positive relationship between subjective well-being and vocal rate
(Fossey, 1983).
Prediction 3
There will be a positive relationship between subjective well-being and contentment calls
(double grunt; rumble) (Fossey, 1983).
18
Chapter 2
Methods
Study Site
This research was conducted at the Downing Gorilla Forest exhibit at the
Sedgwick County Zoo in Wichita, Kansas from August 2007 until March 2008.
Housing:
The Downing Gorilla Forest at the Sedgwick County Zoo consists of four housing
possibilities for the three groups of gorillas: the outdoor exhibit (31,000 square feet) that
is open to visitors; the indoor public dayroom (2,200 square feet; 21 feet tall) that is open
to visitors; the non-public dayroom (2,400 square feet; 21 feet tall) that is not open to
visitors; and the eight bedrooms (each bedroom 12 feet long; 9 feet wide; 12 feet tall) that
are not open to visitors. The three groups are rotated between all four enclosures during
warm months, and between the three indoor exhibits during cold months.
Subjects
Age Classes:
I used the age/class definitions provided by Harcourt and Stewart (2007).
Gorillas between the ages of eight years old and twelve years old were classified as
blackbacks (Harcourt and Stewart, 2007) and gorillas thirteen years old and older were
classified as silverbacks (Harcourt and Stewart, 2007). There were five silverbacks and
three blackbacks in this study which resided in three separate groups. The first group
consisted of two silverbacks, Shango and Barney. The second group consisted of two
19
silverbacks, Tommy and Billy. The third group consisted of one silverback, Matt and
three blackbacks, Virgil, Jabir, and Samson.
Subjects were eight western lowland gorillas (Gorilla gorilla gorilla) housed in
three separate groups. The Shango/Barney group contained two silverbacks, Shango,
aged 18 years and Barney aged 13 years. The Tommy/Billy group contained two
silverbacks, Tommy, aged 18 years and Billy aged 16 years. Matt’s group contained one
silverback, Matt, aged 14 years, and three blackbacks, Virgil aged 8 years, Jabir aged 8
years, and Samson aged 8 years. See Table 1 on page 20 for more details.
Rearing History Definitions:
Animals that were with their mothers continuously or separated from their
mothers for fewer than six months within the first three years were considered parent
reared. Individuals that were separated from their mothers for more than six months
within the first three years of life were considered hand reared (Stoinski et al., 2004).
There were four parent reared animals (Shango, Barney, Jabir, and Samson) and four
hand reared gorillas (Tommy, Billy, Matt, and Virgil) in this study.
Shango and Barney are full brothers and were parent-reared. Tommy and Billy
are full brothers and were hand-reared. Matt is not related to any other gorilla at the
Sedgwick County Zoo and was hand-reared. Virgil and Jabir are paternal half-brothers
and their mothers are full-siblings. Virgil was hand reared and Jabir was parent-reared.
Samson’s mother is Virgil’s and Jabir’s maternal grandmother. Samson was parent-
reared.
20
Table 1. Sedgwick County Zoo gorillas
Group Studbook# Name Sex Age DOB BT RH
SH/BA 1123 Shango M SB 3/11/89 C P
SH/BA 1309 Barney(Ike-Ozo) M SB 10/12/93 C P
TO/BI 1039 Tommy M SB 9/2/88 C H
TO/BI 1148 Billy M SB 10/17/90 C H
Matt’s
Grp
1304 Matt(Matumaini) M SB 6/11/93 C H
Matt’s
Grp
1544 Virgil(Amiri) M BB 3/21/99 C H
Matt’s
Grp
1498 Jabir M BB 11/30/98 C P
Matt’s
Grp
1497 Samson M BB 11/25/98 C P
SB=silverback; BB=blackback; BT=Birth Type; C=Captive;RH=rearing History;
P=Parent-Reared; H=Hand-Reared
Raters:
There were a total of nine raters for the eight gorillas. Each rater filled out a
personality questionnaire and a subjective well-being questionnaire for each of the eight
gorillas. One rater was the author, while the other eight raters were gorilla zookeepers
who knew the gorillas for a period ranging from 2 months to 3.8 years (2 months; 3
months; 2 yrs; 3 yrs; 3.5 yrs; 3.7 yrs; 3.8 yrs; 3.8 yrs). I knew the gorillas for a period of
7.5 months.
21
Behavioral Observation Methods:
Data collection occurred from August of 2007 until March of 2008. The majority
of focal data occurred while the gorillas were in the “public dayroom” of the Downing
Gorilla Forest exhibit. This is because the public dayroom is the only enclosure that does
not have any “blindspots”. I could view every space of the enclosure without having to
move from my station (around the midway point along the wire mesh side of the
enclosure) and therefore could keep track of all the gorillas simultaneously. Visitors are
able to view the gorillas from behind glass on one side of the enclosure and I was
stationed behind the wire mesh side of the “public dayroom”, directly across from the
glass side of the enclosure. So the gorillas were in an oval-shaped enclosure of 2,200
square feet with the visitors on one side behind glass and I on the other side behind wire
mesh, directly across from the visitors. During the habituation period data were collected
primarily while the gorillas were in the “non-public dayroom” where the gorillas are off-
exhibit and also when the gorillas were in their bedrooms which are also off-exhibit.
Behavioral observations consisted of 50-minute focal animal follows on all eight
gorillas (Altmann, 1974). There were a total of 199 50-minute focal animal follows and
at least an additional 400 ad lib hours.
Quantification of Behavioral Data:
I calculated rates of behavior by dividing the total number of times a gorilla
executed a particular behavior during their focal observations by the total number of
hours I observed that particular gorilla. These rates were used in the correlations between
behaviors and personality dimensions and between behaviors and subjective well-being.
22
Definition of Vocal Profile:
1) overall mean vocal rate
2) rate of non-syllabled (NS) calls
3) rate of syllabled (S) calls
4) rate of agonistic calls (chutter (CHUT))
5) rate of contentment calls (double grunt (DG); rumble (RUM)
Definition of Behavioral Categories for Table 13:
1) RES= REST= sitting, lying down, sleeping, not engaged in any of the other
behavioral categories listed.
2) FEE=FEED= to take in solid foods into mouth, chew, and swallow.
3) MOV=MOVE= any movement not associated with foraging.
4) PLAY= non-aggressive interaction with both partners participating actively with
such behaviors as wrestling, chasing, and pushing.
5) SEX= instances of mounting with thrusting and intromission.
6) AGON/SPACING= AGONISTIC/SPACING BEHAVIOR
7) APP=APPROACH= to move towards another animal in a non-threatening manner
to within 2 meters.
8) ALARM= reaction to a strange or unusual noise from an extraneous source such
as a plane.
9) NCA=NON-CONTACT AGGRESSION= charge, chase, “follow or stalk”,
display.
23
Definition of Behavioral Categories for Table 14, 15, and 16:
1) DISPLACE= one animal moves to within 1 meter of original spot of another
gorilla and displaced gorilla moves at least 1 meter away from its original spot.
2) NCA=NON-CONTACT AGGRESSION= charge, chase, “follow or stalk”,
display.
3) CA=CONTACT AGGRESSION= (hit, kick)
4) NCAVIS=NON-CONTACT AGGRESSION TO VISITORS
5) PLAY= non-aggressive interaction with both partners participating actively with
such behaviors as wrestling, chasing, and pushing.
6) GROOM (ALOGROOM) = to pick at, scratch, or remove debris from fur of
others.
7) TOUCH= a gentle placing of the hand on another’s head, shoulder or back.
8) SEX= instances of mounting with thrusting and intromission.
9) APPROACH (ALL)= to move towards another animal in a non-threatening
manner to within 2 meters.
10) APPME= APPROACH AUTHOR= see above
11) APPVIS= APPROACH VISITORS= see above
12) APPGOR= APPROACH GORILLAS= see above
13) SOLOPLAY= play behaviors done by a gorilla by itself.
14) VOCRATE= the overall mean rate of vocalizations per hour.
15) NSVOCRATE= the overall mean rate of non-syllabled vocalizations per hour.
24
16) SVOCRATE= the overall mean rate of syllabled vocalizations per hour.
17) CHUT= a harsh, staccato, syllabled call given at a close-range, mild threat to
group intruders and to females from silverbacks.
18) PURR= a grunt of one beat of varying length by individual gorilla.
19) PIG G= a harsh, mild threat vocalization given usually in a feeding context.
20) DG= a grunt of two beats, with the second syllable usually longer than the first
syllable.
21) RUM= a non-syllabled vocalization given during feeding.
22) HOOT= given within a succeeding chestbeat serves as a “lost call” when
separated from other group members; given with a succeeding chestbeat serves as
a display to non-group members.
23) SING=a non-syllabled vocalization given just prior to feeding.
24) LAUGH=breathy vocalization given usually given during play.
25) AGON=displace, non-contact aggression, contact aggression, non-contact
aggression to visitors.
26) AFFIL=play, groom, touch, sex, approach with other gorillas.
27) PUBLICORIEN(NCA & APP)= non-contact aggression to visitors and
approaching visitors.
25
Vocal Recording Methods:
Vocalizations of the gorillas were recorded using a Marantz Solid State digital
recorder, model PMD670, and a Sennheiser directional microphone. All recordings were
taken when the gorillas were in one of the three possible indoor enclosures: the bedrooms
(non-public); the non-public dayroom; and the public dayroom. Recordings were not
taken when the gorillas were in the outdoor enclosure because the distance was too great
and the waterfall would have degraded the quality of the recordings.
Classification of Different Vocalizations:
I used my previous training experiences at the Karisoke Research Center in
Rwanda and the Gorilla Foundation in Woodside, California in learning different types of
gorilla vocalizations to aid in the classification of gorilla vocalizations at this site. Most
of the vocalizations heard at this site had already been heard by the author before, with
the exception of the multiple grunt and the quadruple grunt which has not been
documented in wild gorillas but has been documented in another captive gorilla study
(Gibeault, unpublished manuscript). I classified different calls based on how they
sounded to the naked ear and used a contextual and functional approach to aid in
differentiating calls. In other words, an emic approach from the perspective of the
gorillas was used rather than an etic approach, from the perspective of the scientist and
the sonagram (Weiss, et al., 2006). It is important for researchers to keep in mind that
what constitutes a structurally discrete call to the researcher may be different from how it
is perceived by the animal (Gouzoules and Gouzoules, 2011). Animals may not
“partition the acoustic space” in the same way as the researchers (Evans, 1997).
26
Rating Forms:
Personality Questionnaire:
The Gorilla Personality Trait Assessment form was devised by Dr. James King
and is very similar to the questionnaires he and his associates used for their chimpanzee
(King and Figueredo, 1997) and orangutan (Weiss, et al., 2006) personality studies. The
raters were given the following instructions for filling out the forms:
Gorilla personality assessments can be made with this questionnaire by assigning
a numerical score for all of the personality traits listed on the following pages. Make
your judgments on the basis of your own understanding of the trait guided by the short
clarifying definition following each trait. The gorilla’s own behaviors and interactions
with other gorillas should be the basis for your numerical ratings. Use your own
subjective judgment of typical gorilla behavior to decide if the gorilla you are scoring is
above, below, or average for a trait. The following seven point scale should be used to
make your ratings:
1. Displays either total absence or negligible amounts of the trait.
2. Displays small amounts of the trait on infrequent occasions.
3. Displays somewhat less than average amounts of the trait.
4. Displays about average amounts of the trait.
5. Displays somewhat greater than average amounts of the trait.
6. Displays considerable amounts of the trait on frequent occasions.
7. Displays extremely large amounts of the trait.
27
Additional instructions given were the following:
Please give a rating for each trait even if your judgment seems to be based on a
purely subjective impression of the gorilla and you are somewhat unsure about it.
Indicate your rating by placing a cross in the box underneath the chosen number.
Finally, do not discuss your rating of any particular gorilla with anyone else. As
explained in the handout accompanying this questionnaire, this restriction is necessary in
order to obtain valid reliability coefficients for the traits.
1. Fearful: subject reacts excessively to real or imagined threats by displaying
behaviors such as screaming, grimacing, running away or other signs of anxiety or
distress.
2. Dominant: Subject is able to displace, threaten, or take food from other gorillas.
Or subject may express high status by decisively intervening in social
interactions.
3. Persistent: Subject tends to continue in a course of action, task, or strategy for a
long time or continues despite opposition from other gorillas.
4. Cautious: Subject often seems attentive to possible harm or danger from its
actions. Subject avoids risky behaviors.
5. Stable: Subject reacts to its environment including the behavior of other gorillas
in a calm, equable way. Subject is not easily upset by the behaviors of other
gorillas.
6. Autistic: Subject often displays repeated, continuous, and stereotyped behaviors
such as rocking or self-clasping.
28
7. Curious: Subject has a desire to see or know about objects, devices, or other
gorillas. This includes a desire to know about the affairs of other gorillas that do
not directly concern the subject.
8. Thoughtless: Subject often behaves in a way that seems imprudent or forgetful.
9. Stingy/Greedy: Subject is excessively desirous or covetous of food, favored
locations, or other resources in the enclosure. Subject is unwilling to share these
resources with others.
10. Jealous: Subject is often troubled by others who are in a desirable or
advantageous situation such as having food, a choice location, or access to social
groups. Subject may attempt to disrupt activities of advantaged gorillas.
11. Individualistic: Subject’s behavior stands out compared with that of the other
individuals in the group. This does not mean that it does not fit or is incompatible
with the group.
12. Reckless: Subject is rash or unconcerned about the consequences of its behaviors.
13. Sociable: Subject seeks and enjoys the company of other gorillas and engages in
amicable, affable, interactions with them.
14. Distractable: Subject is easily distracted and has a short attention span.
15. Timid: Subject lacks self confidence, is easily alarmed and is hesitant to venture
into new social or non-social situations.
16. Sympathetic: Subject seems to be considerate and kind towards others as if
sharing their feelings or trying to provide reassurance.
17. Playful: Subject is eager to engage in lively, vigorous, sportive, or acrobatic
behaviors with or without other gorillas.
29
18. Solitary: Subject prefers to spend considerable time alone not seeking or avoiding
contact with other gorillas.
19. Vulnerable: Subject is prone to be physically or emotionally hurt as a result of
dominance displays, highly assertive behavior, aggression, or attack by another
gorilla.
20. Innovative: Subject engages in new of different behaviors that may involve the
use of objects or materials or ways of interacting with others.
21. Active: Subject spends little time idle and seems motivated to spend considerable
time either moving around or engaging in some overt, energetic behavior.
22. Helpful: Subject is willing to assist, accommodate, or cooperate with other
gorillas.
23. Bullying: Subject is overbearing and intimidating towards younger or lower
ranking gorillas.
24. Aggressive: Subject often initiates fights or other menacing and agonistic
encounters with other gorillas
25. Manipulative: Subject is adept at forming social relationships for its own
advantage, especially using alliances and friendships to increase its social
standing. Gorilla seems able and willing to use others.
26. Gentle: Subject responds to others in an easy-going, kind, and considerate
manner. Subject is not rough or threatening.
27. Affectionate: Subject seems to have a warm attachment or closeness with other
gorillas. This may entail frequently grooming, touching, embracing, or lying next
to others.
30
28. Excitable: Subject is easily aroused to an emotional state. Subject becomes
highly aroused by situations that would cause less arousal in most gorillas.
29. Impulsive: Subject often displays some spontaneous or sudden behavior that
could not have been anticipated. There often seems to be some emotional reason
behind the sudden behavior.
30. Inquisitive: Subject seems drawn to new situations, objects, or animals. Subject
behaves as if it wishes to learn more about other gorillas, objects, or persons
within its view.
31. Submissive: Subject often gives in or yields to another gorilla. Subject acts as if it
is subordinate or of lower rank than other gorillas.
32. Cool: Subject seems unaffected by emotions and is usually undisturbed, assured,
and calm.
33. Dependent/Follower: Subject often relies on other gorillas for leadership,
reassurance, touching, embracing and other forms of social support.
34. Irritable: Subject often seems in a bad mood or is impatient and easily provoked
to anger, exasperation, and consequent agonistic behavior.
35. Unperceptive: Subject is slow to respond or understand moods, dispositions, or
behaviors of others.
36. Predictable: Subject’s behavior is consistent and steady over extended periods of
time. Subject does little that is unexpected or deviates from its usual behavioral
routine.
37. Decisive: Subject is deliberate, determined, and purposeful in its activities.
31
38. Depressed: Subject does not seek out social interactions with others and often
fails to respond to social interactions of other gorillas. Subject often appears
isolated, withdrawn, sullen, brooding, and has reduced activity.
39. Conventional: Subject seems to lack spontaneity or originality. Subject behaves
in a consistent manner from day to day and stays well within the social rules of
the group.
40. Sensitive: Subject is able to understand or read the mood, disposition, feelings, or
intentions of other gorillas often on the basis of subtle, minimal cues.
41. Defiant: Subject is assertive or contentious in a way inconsistent with the usual
dominance order. Subject maintains these actions despite unfavorable
consequences or threats from others.
42. Intelligent: Subject is quick and accurate in judging and comprehending both
social and non-social situations. Subject is perceptive and discerning about social
relationships.
43. Protective: Subject shows concern for other gorillas and often intervenes to
prevent harm or annoyance from coming to them.
44. Quitting: Subject readily stops or gives up activities that have recently been
started.
45. Inventive: Subject is more likely than others to do new things including novel
social or non-social behaviors. Novel behavior may also include new ways of
using devices or materials.
46. Clumsy: Subject is relatively awkward or uncoordinated during movements
including but not limited to walking, acrobatics, and play.
32
47. Erratic: Subject is inconsistent, indefinite, and widely varying in its behavior and
moods.
48. Friendly: Subject often seeks out contact with other gorillas for amiable, genial
activities. Subject infrequently initiates hostile behaviors towards other gorillas.
49. Anxious: Subject often seems distressed, troubled, or is in a state of uncertainty.
50. Lazy: Subject is relatively inactive, indolent, or slow moving and avoids energetic
activities.
51. Disorganized: Subject is scatterbrained, sloppy, or haphazard in its behavior as if
not following a consistent goal.
52. Unemotional: Subject is relatively placid and unlikely to become aroused, upset,
happy, or sad.
53. Imitative: Subject often mimics, or copies behaviors that it has observed in other
gorillas.
54. Independent: Subject is individualistic and determines its own course of action
without control or interference from other gorillas.
Subjective Well-Being Questionnaires:
The assessment of subjective well-being in gorillas’ questionnaire was developed
by Dr. James King (Weiss, et al., 2006; King and Landau, 2003) and contains the
following instructions for raters:
This questionnaire has four questions, all relating to the subjective well-being of
the gorillas at your zoo. Each question asks about a different personality dimension or
trait relating to subjective well-being. The following scale should be used to make your
ratings.
33
1. Displays either total absence or negligible amounts of the trait or state.
2. Displays small amounts of the trait on infrequent occasions.
3. Displays somewhat less than average amounts of the trait.
4. Displays about average amounts of the trait.
5. Displays somewhat greater than average amounts of the trait.
6. Displays considerable amounts of the trait on frequent occasions.
7. Displays extremely large amounts of the trait.
The raters were given the additional following instructions.
Please give a rating for each item even if your judgment seems to be based
on a purely subjective impression of the gorilla and you are somewhat unsure
about it. Indicate your rating by placing a cross in the box underneath the chosen
number.
Finally, do not discuss your rating of any particular gorilla with anyone
else. As explained in the handout accompanying this questionnaire, this
restriction is necessary in order to obtain valid reliability coefficients for the traits.
1. Estimate the amount of time the gorilla is happy, contented, enjoying itself, or
otherwise in a positive mood. Assume that at other times the gorilla is
unhappy, bored, frightened, or otherwise in a negative mood.
2. Estimate the extent to which social interactions with other gorillas are
satisfying, enjoyable experiences as opposed to being a source of fright,
distress, frustration, or some other negative experience. It is not the number
of social interactions that should be estimated, but the extent to which social
34
interactions that do occur are a positive experience for the gorilla. Use many
social interactions that you can recall as a basis for your judgment.
3. Estimate, for this gorilla, the extent to which it is effective or successful in
achieving its goals or wishes. Examples of goals would be achieving desired
locations, devices, or material in the enclosure. Keep in mind that each gorilla
will presumably have its own set of goals that may be different from other
gorillas.
4. Imagine how happy you would be if you were that gorilla for a week. You
would be exactly like that gorilla. You would behave the same way as that
gorilla, would perceive the world the same way as that gorilla, and would feel
things the same way as that gorilla.
35
Chapter 3
Results
Personality and Subjective Well-Being Results
Interrater Agreement of Item Ratings
Interrater reliability was estimated using two of Shrout and Fleiss’s (1979)
intraclass correlation coefficients (ICCs): ICC(3,1), which indicate the reliability of
ratings for a typical, single rater, and ICC(3,k), which indicates the reliability for all the
raters(k) averaged together. All ICC’s were calculated with PASW software. Mean
interrater reliabilities for personality and subjective well-being were as high as or higher
than comparable studies on chimpanzees (King and Landau, 2003; King and Figueredo,
1997) and orangutans (Weiss, et al., 2006)
Personality
Interrater reliabilities of the 54 personality items were calculated from data on
eight gorillas that had been rated by 9 raters per gorilla. The reliabilities of individual
ratings, ICC (3,1), ranged from .03 (disorganized) to 0.73 (dominant), with a mean
reliability of 0.30. The reliabilities of mean ratings, ICC (3,k), ranged from 0.28
(thoughtless) to 0.96 (dominant) with a mean reliability of 0.71. See Table 2 on pages
36-37.
Subjective Well-Being
Interrater reliabilities of the four subjective well-being items were calculated from
data on the eight gorillas that were rated by nine raters per gorilla. Individual rating
reliabilities, ICC(3,1), ranged from 0.27 (Goals) to 0.45 (BeGorilla and SWBSUM), with
36
a mean reliability of 0.38. Reliabilities of mean ratings, ICC (3,k), ranged from 0.77
(Happy and Goals) to 0.88 (BeGorilla and SWBSUM), with a mean reliability of 0.83.
See Table 3 on page 37.
Table 2. Interrater Reliabilities for Personality Traits
Personality Trait ICC
(average)
ICC(individual)
Fearful 0.78 0.28
Dominant 0.96 0.73
Persistent 0.94 0.62
Cautious 0.88 0.46
Stable 0.78 0.29
Autistic 0.63 0.16
Curious 0.85 0.38
Thoughtless 0.28 0.04
Stingy 0.74 0.24
Jealous 0.6 0.14
Individualistic 0.65 0.17
Reckless 0.67 0.18
Sociable 0.91 0.54
Distractable 0.78 0.28
Timid 0.88 0.45
Sympathetic 0.74 0.24
Playful 0.86 0.4
Solitary 0.87 0.43
Vulnerable 0.78 0.29
Innovative 0.79 0.29
Active 0.91 0.53
Helpful 0.77 0.27
Bullying 0.85 0.39
Aggressive 0.82 0.34
Manipulative 0.44 0.08
Gentle 0.77 0.28
Affectionate 0.93 0.6
Excitable 0.88 0.44
Impulsive 0.86 0.41
Inquisitive 0.78 0.28
Submissive 0.94 0.62
Cool 0.78 0.28
37
Table 2: continued
Dependable 0.95 0.69
Irritable 0.83 0.35
Predictable 0.4 0.07
Decisive 0.68 0.19
Depressed 0.74 0.24
Conventional 0.7 0.2
Sensitive 0.41 0.07
Defiant 0.8 0.3
Intelligent 0.39 0.07
Protective 0.55 0.12
Quitting 0.46 0.09
Inventive 0.8 0.3
Clumsy 0.29 0.04
Erratic 0.69 0.2
Friendly 0.86 0.4
Anxious 0.71 0.21
Lazy 0.82 0.34
Disorganized 0.22 0.03
Unemotional 0.77 0.27
Imitative 0.57 0.13
Independent 0.86 0.41
Table 3. Interrater and Internal Consistency Reliabilities for Subjective Well-Being
Item ICC(3,K) ICC(3,1) Cronbach’s
Alpha
Happy 0.77 0.28 NA
SocInt 0.87 0.43 NA
Goals 0.77 0.27 NA
BeGorilla 0.88 0.45 NA
SWBsum 0.88 0.45 0.90
38
Principal-Components Analysis
Personality
I conducted a principle-components analysis of the mean personality ratings using
PASW software. An examination of the scree plot suggested three principal components.
Parallel analysis, or a Monte Carlo simulation (Horn, 1965; O’Connor, 2000) done using
SAS software indicated that the eigenvalue of the fourth component failed to exceed the
95th
percentile of eigenvalues expected under chance. Therefore, the principal
components analysis with varimax rotation was re-run specifying for three components
which accounted for 81% of the total variance.
Absolute factor loadings > 0.40 were considered salient (See Table 4 on pages 40-
42). According to this criterion, one item (unperceptive) did not load saliently on any
factor. There was some factorial complexity: 18 items had two salient loadings and 7
items had three salient loadings. In these cases, the item is assigned to the factor that had
the highest loading.
Table 5 on page 43 shows all the personality traits associated with each
personality factor. T-scores were calculated for each gorilla’s score for each personality
factor and are shown in Table 6 on page 43. Using a standard deviation of one rule, each
of the gorillas was given a low, average, or high score for each of the personality factors
(see Table 7 on page 44).
The gorilla personality structure that emerged bore similarities to the Five Factor
Model and chimpanzee and orangutan personality factor structures, but there were several
clear differences.
39
The first factor, dominance, was similar to the chimpanzee (King and Figueredo,
1997) and orangutan dominance factors (Weiss, et al., 2006) and indicates the importance
of this aspect of personality in gorillas, chimpanzees, and orangutans. A dominance
factor is not present in humans.
The second factor of extraversion/agreeableness resembles the extraversion and
agreeableness factors found in humans (Costa and McCrae, 1980; McCrae and Costa,
1991), chimpanzees (King and Figueredo, 1997), and orangutans (Weiss, et al., 2006). It
includes both social aspects of extraversion (i.e. sociable, friendly) and active (i.e.
playful; active) aspects of extraversion (King, pers. comm.).
The third factor, conscientiousness, resembles the conscientiousness factor found
in humans (Nettle, 2006) and chimpanzees (King and Figueredo, 1997). It includes
aggressive, unpredictable, and emotional components and it was not found in orangutans
(Weiss, et al., 2006). See Table 5 on page 43 for the personality traits found in each
factor.
Subjective Well-Being
I conducted a principle components analysis of the mean ratings of the four
subjective well-being items. Only the first factor had an eigenvalue > 1.00 and this factor
accounted for 85% of the total variance. All four items had loadings > 0.40. In addition,
the four subjective well-being items were significantly highly correlated (see Table 8 on
page 44) and therefore each gorilla’s subjective well-being score was defined as the
summation of the mean ratings for all four items (Weiss, et al., 2006; King and Landau,
2003).
40
Table 4. Factor Structure of Mean Adjectival Ratings
Item DOM EXTRA CONSCIEN
Fearful -.973 .029 -.137
Decisive .958 .044 .179
Submissive -.956 -.041 .074
Dominant .954 -.081 .010
Vulnerable -.932 -.056 .013
Timid -.917 -.153 .204
Persistent .916 .282 .010
Bullying .915 -.117 -.276
Independent .895 -.163 -.204
Stingy .880 .011 -.271
Aggressive .846 -.259 -.430
Dependable -.832 .492 .096
Cautious -.797 -.321 .348
Inventive .793 .412 .030
Anxious -.751 -.120 -.272
Innovative .703 .587 .143
Quitting -.649 -.455 -.354
Distractable -.621 .199 .236
41
Table 4: continued
Intelligent .597 .176 .196
Imitative -.555 .492 .173
Thoughtless -.527 -.151 .050
Clumsy -.501 .088 .311
Disorganized -.431 .238 .210
Active -.189 .950 -.155
Sociable -.153 .940 .201
Playful -.076 .926 -.012
Solitary -.120 -.920 .003
Conventional -.203 -.912 .274
Lazy .030 -.894 .064
Depressed -.034 -.894 .226
Friendly -.225 .824 .465
Helpful -.403 .818 .372
Inquisitive .538 .791 -.186
Unemotional -.133 -.788 .451
Curious .464 .776 -.281
Affectionate -.393 .770 .419
42
Table 4: continued
Sympathetic -.453 .742 .445
Manipulative .492 .723 -.030
Protective .061 .626 .478
Jealous .577 .617 -.486
Reckless .399 .609 -.556
Individualistic .494 .599 -.196
Erratic .059 -.075 -.956
Stable .401 -.093 .897
Impulsive .296 .278 -.848
Irritable .189 -.384 -.843
Excitable .145 .456 -.841
Gentle -.490 .325 .800
Predictable -.140 -.648 .744
Cool .427 -.349 .741
Defiant .501 .350 -.728
Autistic -.162 -.011 -.653
Sensitive -.547 .279 .603
Salient items are in boldface. DOM=Dominant factor; EXTRA=
Extraversion/Agreeableness factor; CONSCIEN=Conscientiousness factor
43
Table 5. Items Defining Each of the Three Gorilla Personality Factors
Dominance Extraversion/Agreeableness Conscientiousness
-Fearful +Active -Erratic
+Decisive +Sociable +Stable
-Submissive +Playful -Impulsive
+Dominant -Solitary -Irritable
-Vulnerable -Conventional -Excitable
-Timid -Lazy +Gentle
+Persistent -Depressed +Predictable
+Bullying +Friendly +Cool
+Independent +Helpful -Defiant
+Stingy +Inquisitive -Autistic
+Aggressive -Unemotional +Sensitive
-Dependable +Curious
-Cautious +Affectionate
+Inventive +Sympathetic
-Anxious +Manipulative
+Innovative +Protective
-Quitting +Jealous
-Distractible +Reckless
+Intelligent +Individualistic
-Imitative
-Thoughtless
-Clumsy
-Disorganized
Table 6. T-scores for the Three Gorilla Personality Factors
Gorilla Dominance Extraversion/Agree Conscientiousness
Shango 48 34 62
Barney 59 47 52
Tommy 45 45 37
Billy 61 46 34
Matt 61 55 57
Virgil 51 68 48
Jabir 42 57 50
Samson 33 48 59
44
Table 7. Factor Profiles for the Sedgwick County Zoo Gorillas
Gorilla Dominance Extraversion/Agree Conscientious
Shango AVE LOW HIGH
Barney HIGH AVE HIGH
Tommy AVE AVE LOW
Billy HIGH AVE LOW
Matt HIGH HIGH HIGH
Virgil HIGH HIGH AVE
Jabir AVE HIGH AVE
Samson LOW AVE HIGH
Table 8. Correlations among Four Items on Subjective Well- Being
Questionnaire
ITEM 1 2 3
1 HAPPY
2 SOCINT .89**
3 GOALS .79* .56
4 BEGORILLA .87** .87** .80*
*p<.05 **p<.01
45
Hypothesis and Prediction Results
Hypothesis 1: Personality predicts behavior in captive gorillas (See Table 14 on
Pages 65-66).
Prediction 1: Dominance will be positively correlated with aggressive behaviors
(DISPLACE; NCA; CA; NCAVIS; AGON).
A. Dominance will be positively correlated with aggressive behavior
(displace; non-contact aggression; contact aggression; non-contact aggression
towards visitors).
ACCEPT. (r=0.68; p<0.5; one-tailed).
B. Dominance will be positively correlated with displacement rates.
ACCEPT. (r=0.81; p<.01; one-tailed).
C. Dominance will be positively correlated with non-contact aggression rates.
. REJECT. (r=0.38; not significant; one-tailed).
D. Dominance will be positively correlated with contact aggression.
REJECT. (r=0.58; not significant; one-tailed).
E. Dominance will be positively correlated with non-contact aggression
towards visitors.
REJECT. (r=-0.03; not significant; one-tailed).
Prediction 2: Extraversion will be positively correlated with affiliation.
(PLAY; GROOM; TOUCH; SEX; APPROACH(ALL); APPROACH(ME);
APPROACH VISITORS; APPROACH GORILLAS).
A. Extraversion will be positively correlated with affiliation(play;
groom; touch; sex; approach(all); approach(me); approach(gorillas).
ACCEPT. (r=0.74; p<.05; one-tailed).
B. Extraversion will be positively correlated with play.
ACCEPT. (r=0.76; p<.05; one-tailed).
46
C. Extraversion will be positively correlated with groom.
REJECT. (r=0.37; not significant; one-tailed).
D. Extraversion will be positively correlated with touch.
ACCEPT. (r=0.74; p<.05; one-tailed).
E. Extraversion will be positively correlated with sex.
REJECT. (r=0.44; not significant; one-tailed).
F. Extraversion will be positively correlated with approach(all).
ACCEPT. (r=0.89; p<.01; one-tailed).
G. Extraversion will be positively correlated with approach(me).
REJECT. (r=0.32; not significant; one-tailed).
H. Extraversion will be positively correlated with approach(visitors).
REJECT. (r=0.52; not significant; one-tailed).
I. Extraversion will be positively correlated with approach(gorillas).
ACCEPT. (r=0.85; p<.01; one-tailed).
Hypothesis 2: Personality predicts vocal behavior (vocal profile) in captive gorillas.
(See Table 14 on pages 65-66).
Prediction 1: There will be a positive relationship between dominance and vocal rate.
REJECT. (r=0.35; not significant; one-tailed).
Prediction 2: There will be a positive relationship between dominance and syllabled call.
rate.
REJECT. (r=0.52; not significant; one-tailed).
Prediction 3: There will be a negative relationship between dominance and non-syllabled
call rate.
ACCEPT. (r=-0.68; p<.05; one-tailed).
47
Prediction 4: There will be a positive relationship between dominance and double grunt
rate.
REJECT. (r=0.58; not significant; one-tailed).
Hypothesis 3: Personality predicts subjective well-being in captive gorillas.
(See Table 16 on page 69).
Prediction 1: There will be a positive relationship between extraversion and
subjective well-being sum.
ACCEPT. (r=0.78; p<.05; one-tailed).
Prediction 2: There will be a positive relationship between dominance and an
ability to achieve goals.
ACCEPT. (r=0.88; p<.01; one-tailed).
Hypothesis 4: Subjective well-being explains vocal behavior (vocal profile) in
captive gorillas. (See Table 15 on pages 67-68).
Prediction 1: Captive gorillas will have a lower vocal rate than wild gorillas.
REJECT. (see explanation below)
What is the Vocal Rate for Captive Gorillas?
Harcourt et al., (1993) found that the vocal rate of wild adult mountain gorilla
males was fourteen vocalizations per hour. However, it should be kept in mind that they
excluded pig grunts and laughing in their analysis. Both my captive study and the
Gibeault captive study included those two types of close calls in their vocal rates
(Gibeault, unpublished manuscript). My study found that captive adult male western
gorillas vocalized at a rate of 11.88 vocalizations per hour with a range of 8.74 vocs/hr-
15.30 vocalizations per hour (See Table 9 on page 49). A one-sample t-test showed that
the vocalization rate of captive adult males in the Schaefer study does not differ
48
significantly from that of wild adult male gorillas (one sample t-test: t(4): -1.619,
p=0.181). A one-sample t-test was used because we do not have the raw data for the wild
silverback vocalization rate. In addition, a one-sample t-test showed that the adult
captive males in the Gibeault study did not vocalize at a significantly different rate from
that of wild gorillas (one sample t-test: t(4): 1.607, p=0.183). The average for adult
males in the Gibeault study was 22.22 vocalizations per hour with a range of 10.63-40.34
vocalizations per hour (see Table 10 on page 50). In addition, an independent samples t-
test showed that there was not a significant difference in vocal rate between the two
captive studies (Schaefer and Gibeault) (t(8)=-1.917,p=.092). See Figure 1 on page 51.
A t-test, rather than a Mann-Whitney test was used because the data were tested for
normality and was found to not be significantly different from a normal distribution.
Lastly, the age/sex composition of the Harcourt study should be noted: one silverback
lived with six adult females and several immatures; two silverbacks lived together with
three to four adult females and several immatures (Harcourt and Stewart, 2001). In other
words, one silverback lived in a one-male family group while the other two silverbacks
liver in a multi-male family group.
Furthermore, this study showed that there is a statistically different mean vocal
rate for silverbacks and blackbacks. The mean vocal rate for silverbacks in this study
was 11.88 vocalizations per hour. The mean vocal rate for blackbacks in this study was
6.86 vocalizations per hour. See Figure 2 on page 52. Neither the Gibeault captive study
(Gibeault, unpublished manuscript) nor the Harcourt et al. (1993) wild study had
blackbacks in their study so there are no other blackback rates for comparison.
49
Prediction 2: There will be a positive relationship between subjective well-being
and vocal rate.
REJECT. (r=-0.25; not significant; one-tailed).
Prediction 3: There will be a significant positive relationship between subjective
well-being and contentment calls (double grunt; rumble).
REJECT. (double grunt: r=0.17; not significant; one-tailed; rumble: r=-0.31; not
significant; one-tailed).
Table 9. Mean Vocal Rates of Sedgwick County Zoo Gorillas
Name Age Vocs per hour
Shango SB 11.16
Barney SB 8.74
Tommy SB 15.30
Billy SB 11.73
Matt SB 12.45
Virgil BB 7.09
Jabir BB 6.07
Samson BB 7.41
50
Table 10. Mean Vocal Rates for Silverbacks in Gibeault Study
Silverback # Zoo Group Type Vocs per hour
SB 1 Toronto Family 10.63
SB 2 Granby Family 40.34
SB 3 Granby Solitary 15.26
SB 4 Buffalo Family 24.94
SB 5 Buffalo Solitary 19.94
Note: SB 2 and 3 were housed next to each other
53
OTHER RESULTS THAT PROVIDE INSIGHT INTO THE MEANING OF
GORILLA CALLS
What is the Vocal Repertoire of Captive Gorillas?
My study found that captive silverbacks and blackbacks give all the calls that wild
silverbacks and blackbacks give. In addition, there are two new types of calls in this
study that have not been documented in wild gorillas (Fossey, 1972; Harcourt et al.,
1993) but were documented in another captive study (Gibeault, unpublished manuscript).
These two new calls are the Quadruple Grunt and the Multiple Grunt. The Gibeault study
(which also differentiated calls by the naked ear) contained Quadruple and Multiple
Grunts (those of five to nine beats), however, the beats or syllables were of the same,
short duration. In contrast, in my study the Quadruple and Multiple Grunts had specific
rhythms to them that can be found in Western music and Homeric epics. In addition,
this study documents two new variations of the Hoot plus Chest Beat call because the
gorillas substitute items in their captive environment for the chest beat. For example,
they drum on the window in the same rhythms as a typical chestbeat or they will slam a
rope cord into a metal door in place of the chestbeat. For obvious reasons, these two
modifications of the Hoot plus Chest beat call have not been heard in wild gorillas.
See Table 11 on page 54 for a complete list of the vocal repertoire of the
Sedgwick County Zoo gorillas and the hypothesized equivalent call and its name that
have been documented for wild mountain gorillas. In addition, this study documents the
vocal repertoires of each of the eight gorillas individually (See Figures 3-10 on pages 55-
62). See Table 12 on page the rate of non-syllabled calls and syllabled calls on page 63
and Table 13 on page 64 for the use of each call by age class and hypothesized contexts.
54
Table 11. Vocal Repertoire of Sedwick County Zoo Gorillas and
Hypothesized Equivalent Call in Mountain Gorillas
Number SCZ call Abbreviated
Code
Mountain
Gorilla Call
1 Purr/Single Grunt PUR/SG Single
Grunt/Belch
2 Double Grunt DG Double
Grunt/Belch
3 Inverse Grunt IG Inverse Double
Grunt/Belch
4 Triple Grunt TG Triple
Grunt/Belch
5 Quadruple Grunt QG Not heard in
mountain gorillas
6 Multiple Grunt MG Not heard in
mountain gorillas
7 Pig Grunt PIG G Cough Grunt/Pig
Grunt
8 Chutter CHUT Whiny/Neigh
9 Rumble RUM Belch variant
10 Sing/Grumble SING/GRUM Hum, High
Hum/Grumble
11 Train Grunt TRAIN G Train
grunt/copulatory
pants
12 Laugh LAUGH Chuckle
13 Hoot HOOT Hoot Series
14 HootChestBeat HOOTCB Hoot series with
ChestBeat
15 HootDrumWindow HOOTDW Not heard in
mountain gorillas
16 HootSlam HOOTSLAM Not heard in
mountain gorillas
17 Hoot Bark HOOTBARK Hoot Bark
18 Hiccup Bark HICBARK Hiccup Bark
19 Growl GROWL Growl
20 Scream SCREAM Scream
63
Table 12. Non-Syllabled and Syllabled Vocalization Rates
Name NS VOC/HR S VOC/HR
Shango 1.48 9.26
Barney 2.22 6.52
Tommy 0.27 14.05
Billy 0.42 11.09
Matt 0.26 12.22
Virgil 3.82 3.19
Jabir 4.46 1.52
Samson 4.91 2.49
64
Table 13. Calls and Associated Age Classes and Contexts
R=rest; F=feed; M=move; P=play; S=sex; AG=agonistic/spacing
Ap=approach; AL=alarm; NC=non-contact aggression
* used rarely by that age class (n=1-5 in 7.5 months).
Call SB BB R F M P S AG AP AL NC
Purr/SG X X X X X X X
DG X X X X X X
IG X X X X X
TG X X X X X
QG X X X
MG X X X
PG X X X X
CHUT X X* X
RUM X X
SING/GRUM X X X
TRAIN X X X
LAUGH X X X
HOOT X X X
HOOTCB X X
HOOTDW X X
HOOTSLAM X X
HOOTBARK X* X
HICBARK X* X
GROWL X* X
SCREAM X* X
65
SUMMARY OF ALL CORRELATIONS BETWEEN PERSONALITY
AND BEHAVIOR (all correlations from predictions were one-tailed; all others
were two-tailed).
Table 14. Correlations between Personality Dimensions and Behaviors
BEHAVIOR DOM EXTRA CONSCIEN
DISPLACE .81** .18 -.32
NCA .38 -.42 .24
CA .58 .59 .04
NCAVIS -.03 .14 -.69*
PLAY -.45 .76* .31
GROOM .09 .37 .22
TOUCH -.51 .74* .30
SEX -.73* .44 .33
APPROACH
(ALL)
-.27 .89** .09
APPME .25 .32 -.58
APPVIS .32 .52 -.48
APPGOR -.29 .85** .20
SOLOPLAY -.28 .80* -.04
VOCRATE .35 -.49 -.38
NSVOCRATE -.68* .43 .39
66
Table 14: continued
SVOCRATE .52 -.47 -.38
CHUT .23 -.21 -.76*
PURR .24 -.77* -.23
PIG G -.56 .02 .08
DG .58 -.16 -.64
RUM .34 -.56 .21
HOOT -.02 -.35 -.35
SING -.75* .50 .27
LAUGH -.27 .84** .09
AGON .68* -.22 .05
AFFIL -.48 .74* .32
PUBLICORIEN
(NCA&APP)
-.01 .17 -.70*
*p<.05; **p<.01
67
SUMMARY OF ALL CORRELATIONS BETWEEN SUBJECTIVE
WELL-BEING SUM AND BEHAVIOR (correlations from predications were
one-tailed; all others were two-tailed).
Table 15. Correlations between Subjective Well-Being and Behaviors
BEHAVIOR SWBSUM
DISPLACE .58
NCA -.20
CA .71*
NCAVIS -.10
PLAY .46
GROOM .54
TOUCH .40
SEX .02
APPROACH (ALL) .62
APPME .23
APPVIS .52
APPGOR .61
SOLOPLAY .47
VOCRATE -.25
NSVOCRATE -.01
68
Table 15: continued
SVOCRATE -.13
CHUT -.16
PURR -.55
PIG G -.34
DG .17
RUM -.31
HOOT -.37
SING .02
LAUGH .60
AGON .14
AFFIL .42
PUBLICORIEN (NCA &APP) -.07
*p<.05 **p<.01
69
SUMMARY OF ALL CORRELATIONS BETWEEN PERSONALITY AND
SUBJECTIVE WELL-BEING (all correlations from predictions were on-tailed;
all others were two-tailed).
Table 16. Correlations between Personality and Subjective Well-Being
DOM EXTRA CONSCIEN
HAPPY .52 .76* .03
SOCINT .20 .93** -.04
GOALS .88** .34 -.06
BEGORILLA .59 .79* -.22
SWBSUM .58 .78* -.08
*p<.05 **p<.01
70
Chapter 4
Discussion
Can Personality and Subjective Well-Being Inform Our Understanding of the
Meaning of Gorilla Vocalizations?
The main goal of this dissertation was to try to get a better understanding of the
meaning of gorilla vocalizations by looking at an individual’s personality dimensions and
measures of subjective well-being. If gorilla calls, like human speech, provide
information that is both semantic and emotional (Seyfarth and Cheney, 2003), then we
can expect to learn more about the meaning or function of gorilla calls by looking at
correlations between certain personality dimensions and rates of particular calls (i.e. the
vocal profile) and between subjective well-being and the rates of particular calls (i.e. the
vocal profile).
Reliability and Validity of Personality and Subjective Well-Being Measures
Before discussing the principal results of my dissertation I need to establish that
my study has high levels of reliability and validity for its personality and subjective well-
being measures (Freeman and Gosling, 2010).
For my study, the mean of the inter-rater reliability of the 54 personality adjective
traits as measured by the ICC (3,k) was 0.71, which is higher than the reliability mean in
the nonhuman primate studies (0.64; Freeman and Gosling, 2010) and the orangutan
study (0.64; Weiss, et al., 2006). However, the mean of my study was lower than the
mean inter-rater reliability of the six personality dimensions of chimpanzees (0.82).
(Pederson, et al., 2005). For my study, the mean of the inter-rater reliability of the four
subjective well-being facets as measured by the ICC (3,k) was 0.83, which is higher than
71
the mean inter-rater reliability of the chimpanzee study (r=0.66; King and Landau, 2003)
and higher than that for studies of humans (0.32; Parot and Diener, 1993). In addition for
my study, the internal consistency measure of the summation of the four subjective well-
being measures as measured by Cronbach’s alpha was 0.90 which is higher than that for
the chimpanzee study (0.86; King and Landau, 2003), and the orangutan study (0.82;
Weiss, et al., 2006) and studies of humans (0.81; Okun, and Stock, 1987; 0.77; Sandvik
et al., 1993).
Validity is an index of how well an instrument is measuring what it is designed to
measure (Freeman and Gosling, 2010). The best way to demonstrate validity is to have
strong significant correlations between personality dimensions and behaviors that are
expected to be associated with those personality dimensions (Pederson, et al., 2005).
This is called convergent validity (Freeman and Gosling, 2010). The mean significant
correlation between personality and behavior in my study was 0.76 which is much higher
than the mean in the chimpanzee study (0.35; Pederson, et al., 2005), all nonhuman
primate studies (0.25; Freeman and Gosling, 2010), and those studies on humans (range:
0.1-0.3; Meyers, et al., 2001).
Principal Results
Personality Predicts Vocal Behavior (Vocal Profile) in Captive Gorillas
Harcourt and Stewart (2001) showed that dominant gorillas vocalize more than
subordinate gorillas, and gave more syllabled calls, specifically double grunts, than
subordinate gorillas. They also showed that subordinate gorillas tend to give more non-
syllabled calls than more dominant gorillas (Harcourt and Stewart, 2001). This study
showed that gorillas that scored higher on the dominance personality dimension had a
72
higher vocal rate than those that scored lower on the dominance personality dimension,
although it did not reach statistical significance (r=0.35). This corroborates the Harcourt
and Stewart (2001) findings that syllabled calls, and specifically double grunts function
as a signal of dominance in gorillas and that non-syllabled calls function as a signal of
submission in gorillas. In addition, this study corroborates Sicotte’s hypothesis that the
chutter call functions as an agonistic or spacing call, specifically given to females by their
silverbacks when they move away from them (Sicotte, 2001) and functions to get the
female to stay in close proximity to them. In this study the chutter was given to me when
I moved away from a blackback that spent a great deal of time in proximity to me. My
study also provides support for my hypothesis that the chutter functions as a close range
threat call given to group outsiders to induce them to back off. Specifically, in this study
it is given most frequently to zoo visitors. Tommy and Billy gave many chutter calls to
zoo visitors when they were in the public dayroom and never gave chutters when they
were off-exhibit in the non-public dayroom. The chutter is an agonistic call in both
contexts, when given to outsiders and females, with an intent to induce the recipient of
the call to back off, or increase their distance to the caller in the first instance, and with an
intent to induce the recipient of the call to stay close, or decrease their distance to the
caller in the latter instance. My proposed function of the chutter calls supports some of
the Gorilla Foundation staff’s idea that the chutter call is given when the gorillas are
stressed or upset (Gorilla Foundation staff, pers. comm.) about the movements, presence,
or behaviors of those around them.
The dominance personality dimension was significantly negatively correlated
with singing and significantly negatively correlated with the non-syllabled vocalization
73
rate. This provides support for my assertion that singing is given by blackbacks as a way
of expressing submission. In general, more submissive gorillas give more non-syllabled
calls than syllabled calls and this lends support for my assertion that they serve as
appeasement and submissive signals.
The extraversion/agreeableness personality dimension was significantly
negatively correlated with the purr/single grunt vocalization and significantly positively
correlated with the laugh vocalization. Blackbacks tend to score higher than silverbacks
on scores of extraversion (Stoinski, et al., 2004) and have higher rates of play than
silverbacks (Stoinski, et al., 2004). Since the laugh vocalization is given during play only
it makes sense that as rates of laughter go up, so do scores of extraversion/agreeableness.
Silverbacks tend to give syllabled calls such as the purr/single grunt more than
blackbacks and also tend to be less extraverted than blackbacks so it makes sense that
there is a negative correlation between these items.
The conscientiousness personality dimension was significantly negatively
correlated with the rate of chutters, an agonistic call usually given to zoo visitors. The
silverbacks, Tommy and Billy both scored low on conscientiousness and have high rates
of giving chutters. The silverbacks Shango and Barney both scored high on
conscientiousness and have low rates of giving chutters. These facts provide support for
my assertion that the chutter call is given to non-group members as a way of telling them
to back off or stop their offensive behavior. Shango and Barney are very cool and calm
and laid back silverbacks and do not give any non-contact aggression or chutters to the
zoo visitors. Tommy and Billy are the exact opposite. They give a lot of non-contact
aggression and chutters to the zoo visitors and are the opposite of calm and cool.
74
Subjective Well-Being Does Not Predict Vocal Behavior (Vocal Profile) in Captive
Gorillas
This study found that contrary to the accepted wisdom, captive gorillas do not
vocalize less than wild gorillas. In addition, there is no relationship between subjective
well-being and vocal rate in gorillas. Lastly, there is no relationship between subjective
well-being and contentment calls (double grunt; rumble). Subjective well-being did not
predict any behavior except for contact aggression (r=0.71). The significant positive
correlation between subjective well-being and contact aggression is counter intuitive but
might be explained by the significant positive relationship between extraversion and
contact aggression in gorillas (Kuhar, et al., 2006) and the significant positive
relationship between subjective well-being sum and extraversion in my study. In other
words, the relationship between subjective well-being and contact aggression is
epiphenomenal to the relationship between extraversion and contact aggression. My
study also found a positive relationship between extraversion and contact aggression but
it did not reach statistical significance (r=0.59).
Vocal Rates of Captive Gorillas:
This study found that captive gorillas do not vocalize significantly less than wild
gorillas as previously thought. The extremely high rate of 40.34 vocalizations per hour
from the Gibeault study can be explained by the unnatural housing conditions of the
gorillas. The silverback that vocalized 40 times an hour lived in a family group and was
housed next to a solitary male who had a female that was being introduced to him. So
sometimes the female was with the solitary male and sometimes she was with the family
group.
75
The vocal rate results of this study are positive in the sense that captive gorillas’
vocal behavior may not be aberrant as previously thought. However, we don’t have vocal
profiles for individual wild gorillas with which to compare the use of specific calls.
These data would be necessary to compare the rate of agonistic versus more pro-social
calls. One of the most important findings of this study is that captive gorillas do vocalize
and do so at a rate not significantly different from that of wild gorillas (Harcourt and
Stewart, 2001). Perhaps this study will help keepers and curators to be more sensitive to
the gorillas’ vocalizations and their proposed meanings and work to increase pro-social or
contentment calls and decrease agonistic or stress-related calls.
Limitations of this Study:
One obvious limitation of this study is the small sample size of eight gorillas. I
think that statements C-E under Prediction 1 of Hypothesis 1 (see page 45) would have
been accepted instead of rejected had the sample size been larger. This is indicated by
the fact that the conglomerate category of all aggressive behaviors (statement A under
prediction 1 and Hypothesis 1 on page 45) was significantly positively correlated with
dominance, even though most of the individual categories were rejected when analyzed
apart from each other (statements C, D, E under prediction 1 of Hypothesis 1 on page
45). Additionally, the conglomerate category of all affiliative behaviors (statement A
under prediction 2 under Hypothesis 1 on page 45) was significantly positively correlated
with extraversion despite the fact that most of the individual categories (statement C-I
under prediction 2 of Hypothesis 1 on page 46) were rejected when analyzed apart from
each other .In addition, I only looked at male gorillas and not females. By studying
female gorillas we may find that a more diversified or different personality structure
76
exists for gorillas. In addition, captive male gorillas may vocalize differently to females
and immature than they do to other males. By studying males that live in family groups
we will get a more complete understanding of the vocal repertoire of captive gorillas. My
study also only looked at the gorillas at one zoo, so at this time, we do not know if these
results can be generalized to all gorillas. However, I think the benefits of focusing on one
population far outweigh the negatives.
Broader Implications of this Study
Personality and Vocal Communication in Gorillas:
My study showed that humans can reliably assess personality and subjective well-
being in gorillas. My study had high means for inter-rater reliability and validity for both
personality and subjective well-being (Freeman and Gosling, 2010; King and Landau,
2003). This provides support for the idea that zoos can use quicker and less expensive
personality and subjective well-being questionnaires instead of expensive, long-term
multi-institutional behavioral studies to make captive management decisions (Kuhar, et
al., 2006).
One significant finding of this study is that the conscientiousness personality
dimension is more ancient that previously thought (Gosling, 2008; King, pers. comm.).
Instead of originating with the chimp/bonobo clade roughly 5-7 million years ago, it
arose with the last common ancestor of gorillas and the hominin clade around 8-9 million
years ago (Jurmain, et al., 2009). It has been documented in all of the great apes except
for orangutans (King, pers. comm.). What then are the selective pressures that gave rise
to the conscientiousness personality dimension in the ancestors of the African great apes?
Perhaps, the importance of strong bonds that persist into adulthood in the African great
77
apes and that are absent in orangutans placed a selective premium on being able to
interact with others in a non-aggressive and consistent manner. The conscientiousness
personality factor involves three main facets: aggressiveness (irritable); predictability
(erratic, impulsive, predictable, reckless); and emotionality (excitable, stable, cool)
(King, pers. comm.) In chimpanzees, there are strong bonds between adult males that are
often related since there is male philopatry and these males hunt and protect the
community’s territory together. In bonobos, there are strong bonds between adult
females that are not-related and less frequently between adult males and adult females.
In addition, males maintain a strong bond with their mothers throughout their life and
inherit their mother’s standing in the community. In gorillas, there are strong bonds
between the adult females and their preferred silverback and females rely on the
silverbacks for protection. In contrast, orangutans do not have strong bonds with other
adults. Adult males are intolerant of one another. Adult males have their own territories
and adult females have their own territories.
Another explanation for the existence of a conscientiousness factor in the African
apes and not orangutans is the fact that the African apes live in groups and the orangutan
is semi-solitary. The fission-fusion social organization of chimpanzees and bonobos
requires social interaction with a variety of individuals and its fluidity requires a certain
social finesse. However, for orangutans, not much social interaction beyond the mother-
infant bond is necessary. The African apes are the only great apes to have stable, long-
term relationships in adulthood (de Waal, 2006).
78
Is Vocal Repertoire Indicative of Subjective Well-Being of Captive Gorillas?
The gorillas of the Sedgwick County Zoo give all the calls that have been
documented in wild silverbacks and blackbacks. In addition, one silverback in this
population gives quadruple grunts and multiple grunts, or grunts of five to nine beats.
These calls have not been heard in any wild gorilla populations but have been
documented in another captive study of gorillas (Gibeault, unpublished manuscript).
There is a difference, however, in the length of the notes of these grunts in the two
captive studies. Matt’s Quadruple grunts and multiple grunts have basic rhythms to them
and the notes vary in their duration. The quadruple grunts and multiple grunts of the
Gibeault study have notes of the same duration with no particular rhythmic quality to
them (Gibeault, unpublished manuscript). This I argue is evidence for the existence of
vocal cultures in captive gorillas. In addition, many of the silverbacks at the Sedgwick
County Zoo incorporate their environment into their natural calls. Examples of this are
the Hoot Drum Window and the Hoot Slam. So the gorillas replace the chest beat with
drumming on the window or slamming a rope cord against a metal door. This type of
modulation of natural calls was not documented in the Gibeault captive study but a
similar phenomenon has been documented in captive gibbons (Geissmann, 2009).
The main difference between the vocal repertoire of captive and wild gorillas is
that the most commonly given vocalization of wild silverbacks is the double grunt and in
this study, the purr/single grunt and chutters, were the most commonly given
vocalizations of the silverbacks. This again is most likely a cultural phenomenon but
could also indicate stress or contentment levels in these captive gorillas. The high use of
chutters from Tommy and Billy indicate that they are stressed and or upset a good deal of
79
the time, usually due to the presence of visitors. They never give chutters when they are
in the non-public dayroom where there are no visitors. Dian Fossey (1972; 1983) thought
that double grunts were given by the gorillas to indicate contentment. However, this
study did not demonstrate a significant relationship between the rate of double grunts and
subjective well-being. This may be due to the fact the subjective well-being as measured
in this study involves a more global evaluation of one’s life and other needs besides the
pleasure or contentment obtained when feeding.
Vocal Traditions (Culture) and Vocal Learning in Captive Gorillas
Evidence for the presence of cultural traditions has been presented for many
captive and wild populations of the great apes (Hardus, et al., 2009; Stoinski and van
Schaik, 2006; Wrangham, et al.,1994). Specifically for gorillas, the use of tools has been
demonstrated in the wild (Breuer, et al., 2005) and the presence of behavioral traditions
has been documented in many captive populations (Stoinski and van Schaik, 2006). The
presence of vocal traditions or vocal cultures has not been documented in captive gorillas
so this dissertation is the first to do so. Vocal cultures have been documented in whales
already (Rendell and Whitehead, 2001) so it is not unreasonable to assert that captive
gorillas could also have different vocal cultures.
The presence of innovative vocalizations in captive gorillas also lends support to
the idea that all gorilla vocalizations are not innate or instinctual. The presence of the
quadruple grunts and multiple grunts lend support for the concept of learning or imitation
in some gorilla vocalizations. Most likely Matt heard these calls from another gorilla in
his previous settings or he adopted them from listening to human music.
80
This study also provides evidence for vocal learning in captive gorillas. The
silverbacks, Tommy and Matt, both showed evidence for vocal learning during my 7.5
months with them. Tommy adopted my “Kiss” sound that I would give to the gorillas at
the end of the day and sometimes in greeting. One day, Billy scared me with a display
and it caused me to start crying quietly. Tommy had seen Billy display and could hear
and see me crying. I think he gave my “Kiss” sound as a way to comfort me. Matt
adopted the “Pok Pok” sound of the former lead gorilla keeper and started to give this call
during play around 3 months after the lead keeper’s departure. This type of vocal
learning has been documented in captive orangutans (Wich, et al., 2009) and wild
chimpanzees (Boesch, 1991) and provides more support for the idea that the calls of great
apes are learned and not innate.
The Origins of Music and Language in Gorilla Vocalizations
This study documents the first case of singing behavior in the great apes besides
humans (Hauser and McDermott, 2003). Harcourt and Stewart (2001) documented that
all age/sex classes of wild mountain gorillas hum (what I call singing) but their study is
never referred to when examples of species that sing are noted in the literature. In this
study only the blackbacks sang (in scales and with individually distinctive voices), while
the silverback of the group added rhythmic multiple grunts to create a vocal chorus
analogous to human communal singing. Communal singing in humans is known to
produce endorphins and oxytocin and it is reasonable to hypothesize that it also produces
these chemicals in one of our closest relatives, the gorilla. Oxytocin produces trust
amongst humans and other non-human animals (Kosfeld, et al., 2005) and I argue that it
could also be produced during the gorillas’ vocal choruses. Gorilla singing supports the
81
hypothesis of a singing stage in the evolution of human vocal communication in which
synchronous chorusing was used as a means to express emotions, enhance group
solidarity, and accomplish social ends (Mithen, 2006; Dunbar, 2004; Merker, 2000;
Richman, 2000; Richman, 1993; Livingstone, 1973). Gorillas can be used as a model for
how our ancestors communicated prior to the evolution and language and speech. Much
of human singing involves the rhythmic and melodic chanting of nonsense syllables, like
the singing of the !Kung and the Mbuti cultures, which have no text (Richman, 1993). In
this study, individuals of Matt’s group sang prior to being fed. All that was needed was
an auditory cue that their food was coming (such as the food being bounced up and down
in the buckets) or the visual cue of the keepers holding the food buckets in order for the
vocal chorus to begin. I argue that singing in gorillas is comparable to the sexual
behavior in bonobos at a large food patch, which has a calming effect on group members
in a situation that could be potentially aggressive (de Waal, 2006), and serves the same
function. It is a ritual in which the gorillas solidify their roles as subordinate blackbacks
by singing (a non-syllabled vocalization) and as the dominant silverback by giving
syllabled multiple grunts. Harcourt et al. (1993) argued that dominant gorillas tend to
give more syllabled grunts while subordinate gorillas tend to give more non-syllabled
calls, such as the singing. The vocal chorus in Matt’s group is a good example of this.
The syllabled calls, such as Matt’s multiple grunts, can be said to serve as an exaggerated
announcement of the dominant animal’s presence, location, and/or status. Non-syllabled
calls indicate a subordinate gorillas’ submission to the dominant animals. By singing, the
blackbacks ease potential group tensions that could arise with a limited food supply. This
is why, when the silverback Matt approaches the blackbacks while feeding, they sing, and
82
by doing so reduce the likelihood that he will steal all their food away or chase them
away with pig grunts. With their singing, they appease Matt, and in turn both dominant
and subordinate animals can feed in close proximity to each other peacefully. In
addition, when the blackbacks approach Matt at his food patch they also sing, again, to
show their submission and to increase the likelihood that he will allow them to feed near
him. Ritual, as defined by Roy Rappaport (1973) is “conventional acts of display through
which one or more participants transmit information concerning their physiological,
psychological, or sociological states either to themselves or to one or more of their
participants” and it is not too much of a stretch to apply this definition to the singing
behavior of one of our closest relatives in the presence of large amounts of food. As
Peter Marler argued, no animal signal is purely referential or purely emotional (Marler, et
al., 1992) and in this case, the gorillas’ singing and multiple grunts are referential in that
they only do it in the presence of food, so it is referring to the food, and it is emotional in
that it most likely reflects their joy and happiness at the presence of food.
This study is also the first to document the occurrence of rhythmic multiple grunts
(grunts with five to nine syllables) in gorillas. Neither quadruple grunts nor multiple
grunts (grunts with five to nine syllables) have ever been documented in wild gorillas. In
another study of captive gorillas (Gibeault, unpub. man.), quadruple and multiple grunts
were heard, but the syllables were all of the same duration. In contrast, in the quadruple
and multiple grunts heard in this study, the syllables had a specific rhythm and varied in
duration. For example, in the quadruple grunt, the first three syllables, or beats, were of
the same duration while the fourth beat, was much longer. It is equivalent to the opening
phrase of Beethoveen’s fifth symphony which is composed of three short notes followed
83
by a long note. In the 5-grunt, there are three short notes, then a long note, then another
short note; in the 6-grunt there are 3 short notes, the fourth note is a medium duration,
then the fifth and sixth note are both long; in the 7-grunt the first three notes are a triple,
the fourth and fifth notes are a double, the sixth note is very long, and then the seventh
note is of medium length; in the 9-grunt the first five notes are very rapid and short, then
the sixth, seventh, and eighth notes are a triple, and then the ninth note is long. No grunts
of 8 beats could be documented in this study, although further analysis of the recordings
is needed to confirm this. Two other of the calls given by the silverback Matt sound
exactly like those rhythms you hear in jazz music. Specifically, the inverted double
grunt, is heard in the tenor saxophone solo of “You Put a Spell on Me” as sung by Nina
Simone and the trill of the tenor saxophone sounds exactly like the chutter of the gorillas.
In addition, the quadruple grunt can be heard in this trumpet solo. These basic rhythms
are also heard in homeric epics in which the last five syllables had to be of a particular
rhythm: long, short, short, long, short (Halporn, et al., 1994). If you replace the first
triple note of the 7-grunt with a long note or syllable, then the 7-grunt is like the last 5
syllables of Homeric epics. Are these basic rhythmic phrases shared with gorillas and
our last common ancestor? Why are these rhythmic grunts heard in this captive gorilla
and not in wild gorillas? This gorilla, Matt, was hand reared from the age of 3 months to
11 months so it is not unreasonable to think that he had exposure to human music as in
infant which he then produced as an adult. In addition, many keepers play music while
they are cleaning the gorillas’ enclosures, so it is not unreasonable to think that Matt
could have also picked up these musical phrases through that exposure as an infant,
juvenile or an adult.
84
Future Directions:
More detailed vocal communication and personality data, using 54 descriptive
adjectives, from more populations of captive and wild gorillas are needed to test if
personality does explain behavior and individual vocal patterns. Perhaps more accurate
data could be collected with many focused studies on specific captive populations instead
of multi-institutional studies with as many as thirty-seven different people collecting data
on twenty-five gorillas (Kuhar, et al., 2004). Also, published comparative data on
bonobos would allow us to complete the story for the emergence of conscientiousness in
our common ancestors with the great apes. Lastly, another avenue for future study is to
determine if personality impacts reproductive success in silverbacks. Was a high
conscientiousness score a trait preferred by female gorillas for it to evolve in the ancestor
of gorillas and not orangutans?
The origin of the quadruple grunt and multiple grunt could be traced through the
blood relatives and cage-mates of Matt, the only gorilla known at this time to give
rhythmic multiple grunts. With these additional data we can determine whether giving
these calls is a learned, cultural phenomenon, or whether they are a more innate behavior
found in both wild and captive populations of gorillas. Documenting the vocal profiles of
individual gorillas would provide us with insight into the development of gorilla
vocalizations and answer whether they are only GOPs, or groans of pain, (Griffin, 1992)
or something more complex. We could then answer the question of whether gorilla
vocalizations are innate or learned. We could also answer the question of whether the
capacity for rhythm is innate or if culture is needed to bring it out. The origins of music
and language in the form of a singing stage in human evolution could be found to be
85
more ancient that previously thought (Mithen, 2006; Dunbar, 2004; Merker, 2000;
Richman, 2000; Richman, 1993; Livingstone, 1973).
86
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Curriculum Vitae
Sarah Ann Schaefer
Education
2011 Ph.D. in Anthropology, Rutgers University, New Brunswick, NJ
2007 M.A. in Anthropology, Rutgers University, New Brunswick, NJ
2003 M.S. in Anthropology, Purdue University, West Lafayette, IN
1991 B.A. in Anthropology, Mount Holyoke College, South Hadley, MA
Employment
2005-2009 Teaching Assistant, Rutgers University, New Brunswick, NJ
2000-2002 Teaching Assistant, Purdue University, West Lafayette, IN
Publications
2003 The Impact of Seasonality, Inter-Annual Variability, and Selective
Logging on Gorilla Food Availability at Bai Hokou, Central African
Republic. M.S. thesis, Purdue University.