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    BUSINESS RESEARCH

    MODULE -PRESENTATION

    by

    Prof. Philip AE Serumaga-Zake

    UNISA SBL

    27 March28 March 2014

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    Role of research in the MBL

    programme

    The module MBL925R prepares you for the research project that you

    have to complete during your final year.

    The importance of this individual research project is highlighted by the

    fact that it contributes 60% towards your final yearsmarks.

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    Role of Research in the business

    environment

    This module (MBL925-R) prepares you to both conduct and critically

    evaluate business or market research in your working environment.

    Zikmund, et al. (2000) defines business research as the application of the

    scientific method in searching the truth about business phenomena. Theseactivities include defining business opportunities and problems, generating

    and evaluating alternative courses of action, and monitoring employee and

    organizational performance.

    Business research helps to provide managers with the knowledge regardingtheir organizations, the market, the economy or any other area of uncertainty,

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    The concept of scientific research: key

    components of the research process

    Science: Dfn. by Websters Dictionary Knowledge attained throughstudy or practice OR knowledge covering general truths of the operation

    of general laws, concerned with the physical world.

    Purpose of science concerns expansion of knowledge and search for

    building theories.

    ResearchDefinitions:

    A systematic inquiry that provides information for solving a problem.

    A methodology in an attempt to describe, explain and change

    (improve) human behaviour.

    A formal, systematic application of the scientific method to the problem.

    The research processis built on three key features: (1) Clearly stated

    research questions/objectivesto be addressed. (2) A research context

    for the questions and a rationale for why it is important that these

    questions should be answered or explored. (3) Research methodsforaddressing and answering the research questions.

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    Research starts by the selection of a topic, a domain phenomenon to be

    studied.

    You may for e.g., be curious about an interesting phenomenon, a problem or

    a concern to be addressed; to test some existing theory or to generate new

    models or hypothesis.

    Steps of the scientific method:

    Start from general questions or problems

    Narrow down to focus on one specific aspect. A research report generally

    begins with an overview of the previous research and real-world

    observations, the researcher then states how this led to defining a research

    problem.

    Design a research study

    Collect data

    Analyze this aspect

    Finally conclude, and

    Generalize to the real world.

    http://www.experiment-resources.com/steps-of-the-scientific-method.htmlhttp://www.experiment-resources.com/defining-a-research-problem.htmlhttp://www.experiment-resources.com/how-to-write-an-introduction.htmlhttp://www.petech.ac.za/robert/resprobl.htmhttp://www.petech.ac.za/robert/resprobl.htmhttp://www.experiment-resources.com/drawing-conclusions.htmlhttp://www.experiment-resources.com/drawing-conclusions.htmlhttp://www.petech.ac.za/robert/resprobl.htmhttp://www.petech.ac.za/robert/resprobl.htmhttp://www.experiment-resources.com/how-to-write-an-introduction.htmlhttp://www.experiment-resources.com/defining-a-research-problem.htmlhttp://www.experiment-resources.com/steps-of-the-scientific-method.html
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    Choosing a topic

    Research starts by the selection of a topic, a domain

    phenomenon to be studied. You may for e.g., be curious about an interesting

    phenomenon, a problem to be solved or a concern to be

    addressed or you may want to test some existing theory or

    you may want to generate new models or hypothesis, for

    e.g., to come up with new ideas.

    Some points about topics for research:

    Topics should not have yes/no answers, they should

    preferably provoke a rigorous analytical work.. Topics should not have obvious answers.

    When choosing a topic, it should not matter to you what you

    find outyou must be unbiased and not expect a particular

    findingyou may be wrong and will need to explain your

    results.

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    Cont. with Choosing a topic

    Your topic should have a basis in business ormanagement.

    Your topic should be something you can getexcited about, or at least are interested in.

    Particularly with qualitative research, you shouldenter the field with an open mind and with no

    preconceived ideas.

    Your topic should be doable in the time available,

    so the scope needs to be carefully defined nottoo broad and not too narrow.

    Title should not be too long, preferably not morethan 16 words.

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    Cont. with choosing

    Your title should add at least some value or new knowledge to

    what is already knownit should reflect the research problem

    and the scope of the study.

    Do not re-invent the wheel or try to cause a revolution in thescientific community.

    Your topic should have a basis in or related to business (i.e.

    leadership, business or management science)

    The topic you choose should be something you can getexcited about, or at least are interested in.

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    Cont. with choosing a topic Practical Problem: You may start off with choosing a broad topic in

    a field of study where your passion or expertise lies. Then read

    literature around this topicor/and ask your colleagues,

    employer, supervisor/lecturer or friends etcetera, to identify all

    the practical problems that need to be solved.

    OR

    After choosing a broad topicin the academic field which you are

    interested in, read literature to find out where a knowledge gap

    exists, that is, what is still needed to be done or found. The fillingof this gap then will be your contribution to knowledge.

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    Sources of research topics Existing Research Reports

    Application of an existing theory in a different setting or a different context.

    An investigation into whether a particular early theory regarding say, strategy,leadership, customer relations, diversity management, the financial markets,

    globalisation, economic theory etc still applies today.

    Exploration of a gap or contradiction in existing theory /research.

    An exploration of factors affecting a certain situation, e.g. identification of the

    factors promoting the success of small businesses in Adiss Ababa.

    Investigating a business problem or issue

    Any contemporary or emerging issue in your area of interest, e.g. as reported in

    journals.

    Ask an academic or lecturer in your area of interest about topics he/she is

    researching and perhaps take a portion of that.

    Ask your business colleagues, your manager or someone senior in yourorganisation, your customers, suppliers or other stakeholders for ideas or

    issues/problems being experienced .

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    What isgood research? Clearly defined purpose, scope, limitations, and precise meaning

    of the termsused.

    Research procedureshould be described in sufficient detail to

    enable another researcher to repeat the research, otherwise it will

    not be possible to estimate the validity and reliability of the data.

    Research designshould be planned to yield objective results.

    Ethical standardsshould be fully explained as to how physical or

    psychological harm, exploitation, invasion of privacy, and guard the

    welfare of the participants and organisation, their clients, their

    colleagues, and themselves were taken care of.

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    Cont. with Good Research

    Limitationsany flaws should frankly be reported in procedural

    design and their

    effect on the findings should be estimated.

    Adequate analysisappropriate statistical methods should be

    applied.

    Unambiguous findingsshould be clear and precise, easily

    understood by the decisionmaker.

    Conclusionsshould be limited to those for which the data

    provide adequate basis. Recommendationsshould be confined to the scope of the study.

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    Literature Review

    Literature review helps you to (Blumberg et al, 2008):

    Establish the context of the problem or topic by reference to

    previous work

    Understand the structure of the problem

    Relate theories and ideas to the problem

    Identify the relevant variables and relations

    Show the reader what has been done previously

    Show which theories have been applied to the problem

    Show which research designs and methods have been chosen

    Rationalise the significance of the problem and the studypresentedcontribution

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    Cont. with literature..

    Synthesize and gain a new perspective on the problem

    Show what needs to be done in the light of the existing

    knowledge

    Know about the findings of the previous studies done on the

    same or a similar topic

    Know the methods that were used and can therefore be used in

    the current research

    Formulate your questions or hypothesis; it can help you not

    duplicate the research or to avoid doing it again

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    Cont. with literature..

    Know the research that has been done. When you read the

    literature, you may find that there is no reason for doing it

    again, if it was done already (ie, the research question may

    have been answered already.

    Improve on the methods if you find that the methods used inthe previous research were not adequate.

    A theory for your topic. Your work must not be a theoretical

    study but grounded in appropriate theory.

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    Cont. with Literature review The literature review chapter should be well structured, may be

    according to the subproblems or subtopicsof the researchstarting broadly and finishing narrowly (inverted funnel).

    Literature should be critically reviewed and discussed

    indicating how it relates to the research topicit must be

    relevant. It should have a summary or conclusion, indicating a gap

    in the literature that will be filled by the suggested research (

    making a contribution to the existing body of knowledge).

    Avoid plagiarism.Do not quote or cite without acknowledging

    the author.

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    Identifying theconcepts to be measured and/or observedthat will enable

    them to answer a research question - operationalisation

    A conceptor constructis a generalized idea about a class of objects,attributes, occurrences or processes that has been given a name (Zikmund, et

    al., 2000).

    Operationalizationis then used to give some indication of the exact definitions

    of the variables, and the type of scientific measurementsto be used.

    Literature reviewalso helps with the test to be used, or the methodology,

    and helpsthe researcher to refine the research process.

    Operationalizationis to take a concept, such as 'helping behavior', and try to

    measure it by specific observations, e.g. how likely are people to help a

    stranger with problems.

    Operationalization is the process of strictly defining variablesinto measurable

    factors. The process defines fuzzy concepts and allows them to be measured,

    empirically and quantitatively. Operationalization sets down exact definitions

    of each variable, increasing the quality of the results, and improving the

    robustness of the design.

    It determines how the researchers are going to measure an emotion or concept,such as the level of distress or aggression.

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    pera ona za onOperationalization is to take a concept, such as 'helping behavior', and try to

    measure it by specific observations, e.g. how likely are people to help a stranger

    with problems.

    Operationalization is the process of strictly defining variables into measurable

    factors. The process defines fuzzy concepts and allows them to be measured, empirically

    and quantitatively. Operationalization sets down exact definitions of each

    variable, increasing the quality of the results, and improving the robustness of the

    design.

    It determines how the researchers are going to measure an emotion or concept,

    such as the level of distress or aggression.

    The Operational Definitions

    The operational definition is the determining of the scalar properties of the

    variables.

    If a researcher is measuringabstract concepts, such as intelligence, emotions,

    and subjective responses, then a system of measuring numerically needs to be

    established, allowing statistical analysis and replication.

    For e.g., Human responses could be measured with a questionnaire from 1-

    strongly disagree, to 5 strongly agree. These measurements are always

    subjective, but statisticscan be used in analysis. Such measurements are arbitrary, but allow others to replicate the research.

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    Fuzzy concepts

    Fuzzy concepts are vague ideas, concepts that lack clarity or are only

    partially true.

    It is important to define the variables to facilitate accurate replication of

    the research process.

    Example 5

    A scientist might propose the hypothesis:

    Childrengrow quicker if they eat vegetables.

    What does the statement mean by children?

    Are they from America or Africa?

    What age are they? Are the children boys or girls?

    There are billions of children in the world, so how do you define the

    sample groups?

    How is growthdefined?

    Is it weight, height, mental growth or strength? The statement does not

    strictly define the measurable, dependent variable.

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    What does the term quickermean?

    What units, and what timescale, will be used to measure this?

    A short-term experiment, lasting one month, may give wildly different

    results than a longer-term study.

    The frequency of samplingis important for operationalization, too.

    If you were conducting the experiment over one year, it would not be

    practical to test the weight every 5 minutes, or even every month.

    The first is impractical, and the latter will not generate enough

    analyzable data points.

    What are vegetables?

    There are hundreds of different types of vegetable, each containing

    different levels of vitamins and minerals.

    Are the children fed raw vegetables, or are they cooked?

    How does the researcher standardize diets, and ensure that the childreneat their greens?

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    The above hypothesis is not a bad statement, but it needs clarifying and

    strengthening, a process called operationalization.

    The researcher could narrow down the range of children, by specifying age, sex,

    nationality, or a combination of attributes. As long as the sample group is representative of the wider group, then the

    statement is more clearly defined.

    Growth may be defined as height or weight.

    The researcher must select a definable and measurable variable, which will form

    part of the research problemand hypothesis.

    Quicker would be redefined as a period of time, and stipulate the frequency of

    sampling.

    The initial research design could specify three months or one year, giving a

    reasonable time scale and taking into account time and budget restraints.

    Each sample group could be fed the same diet, or different combinations of

    vegetables. The researcher might decide that the hypothesis could revolve around vitamin C

    intake, so the vegetables could be analyzed for the average vitamin content.

    Alternatively, a researcher might decide to use an ordinal scale of measurement,

    asking subjects to fill in a questionnaireabout their dietary habits.

    In this way, the fuzzy concept has undergone a period of operationalization, and the

    hypothesis takes on a testableformat.

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    Ontology and epistemology

    Ontological: How people view the world. Assumptions about how

    the world is made up and the nature (being) of things.

    Lee Barron Dfn: Aconcept concerned with the existence of, and

    relationship between different aspects of society, such as socialactors, cultural norms and social structures.

    Ontology deals with questions pertaining to the kinds of things

    that exist within society. E.g., The existence of patriarchal socialrelations and the negative implications these have for women.

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    Cont. with ontology. Epistemology has to do with our beliefs about how one might

    discover knowledge about the world.

    Epistemology deals with the issue of knowledge, and specifically,

    who can supply the required valid information

    In social research, whilst epistemological issues are concerned with

    the question of what is or what should be regarded as acceptable

    knowledge, ontological issues are concerned with the nature of

    social bodies or entities.

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    Cont. with ontology

    The ontological principles underpinning quantitative researchbelong to

    that branch of social thought dubbed the objectivist perspective such aspositivism, within which, the ontological nature of society is based upon

    the view that society is a separate entity, existing quite distinctly from

    the social actors that comprise a given society.

    Ontological assumptions, in social research, research is guided by thedesire to investigate the differing ways in which social actors are

    constantly interpreting the social world from their own particular

    perspective.

    Note: Ontology and epistemology assumptions guide the researchmethodology to use.

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    Research design

    A master planthat specifies the methods and procedures for

    collecting and analyzing the needed information.

    A framework or plan of actionfor the research.

    oosing an appropr ate researc

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    oosing an appropr ate researcmethodology:Quantitative approach versus

    qualitative approach:

    Which Research Method to choose? What design you choose depends onfollowing factors:

    What information do you want?

    Feasibility

    How reliableshould the information be?

    Is it ethicalto conduct the study?

    The cost of the design

    The selection of the research method is crucial for what conclusions you can

    make about a phenomenon.

    It affects what you can say about the cause and factors influencing the

    phenomenon.

    It is also important to choose a research method which is within the limits of what

    the researcher can do.

    Time, money, feasibility, ethics and availability to measure the phenomenon

    correctly are examples of issues constraining the research.

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    Examples

    Some methods are better suited to the study of certain questions than others.

    Some methods might be clearly inappropriate to your research question.

    Example iConsider for example the case of a researcher interested in studying the influence

    of Nazism and neo-Nazism on racial attacks in the UK.

    This research problem might be studied by sending a questionnaire or doing

    interviewsto researchers and historians of Nazism on the roots of neo-Nazism.

    This would be an empirical approach to the research problem/question. Alternatively one could read and analyse the writings of historians and

    come-up with some new or innovative interpretation on the roots of neo-

    Nazism.

    This would not be an empirically-based approach because one is not generating

    data, one is analysing and studying data produced by others and based on thatdata one produces a theoryor a model.

    These methods will allow us to trace the influence of Nazism on neo-Nazism

    but they will not allow us to investigate the second part of the question i.e.

    racial attacks in the U.K.

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    Quantitative Versus Qualitative Research (see Lee)

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    Ser.

    No.

    QuantitativeAssumptions Qualitative - Assumptions

    Creswell

    1

    2

    3

    4

    5

    Ontological: a single objective world

    Epistemological: independence from

    variables under study

    Axiological: act in a value-free and

    unbiased manner

    Rhetorical: Most often use impersonal,

    formal and rule-based text

    Tends to apply deduction, limited cause-

    effect relationships and context free

    methods

    Multiple subjectively derived realities can

    exist

    Researchers must interact with their studied

    phenomena

    Overtly act in a value-laden and biased

    fashion

    Use personalized, informal and context-

    based language

    Tends to apply induction, multivariate and

    multiprocess interaction and context

    specific methods

    Quantitative Versus Qualitative Research (see Lee)

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    Cassell and Symon

    Numbers or quantificationbias towards counting

    Often seeks objective (or less biased) and freelycalibrated descriptions

    - Researchers favor a more detached, impersonal

    orientation to data

    More rule driven

    - Enter with relatively clear mental models to

    follow

    - Usually want to anticipate and eliminate

    problems before they occur, say thru research

    design

    Focus more on predicting outcomes and less on

    process variables

    A more context-free

    - More generalizable

    Less explicit aboutparticipantsreaction

    No numbers or interpretation

    - Endeavor to describe organizational phenomena

    - Counting only if necessary

    Researchers explicitly and overtly apply their ownsubjective interpretation

    - Personal investment in the data

    Maximally responsive to the constraints imposed by

    their immediate situation and empirical data

    - Prefer to have the maximal degree of flexibility

    Focus more on understanding organizational processes

    and less on predicting outcomes

    Heavily grounded within local context in which the

    phenomena of interest occur

    - Generalization is problematic

    More explicit aboutparticipantsreaction

    - Recognize and integrate the effects of the researchrocess itself into the stud sresults

    K l

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    Kvale

    Involve more intensive calibration of

    organizational parts and its analysis

    include at least equal interval scaling

    Better suited to questions of differences

    in degree within and across these

    categorical states

    Most often focus on the identification of

    meaningful categories (or parts) of

    organizational phenomena

    - Often involve content analysis andnominal or ordinal calibration

    Best suited to questions concerning

    differences in categorical states

    Other differences:

    Quantitative research is better suited to theory testing and qualitative research is better

    suited to theory creation

    Note: there are exceptions. E.g. factor analysis can be used to generate theories

    Summary

    Qualitative research is often taken to mean inductive, theory generating, subjective and

    nonpositivist.

    Quantitative research is often taken to mean deductive, theory testing, objective and

    positivist.

    Both approaches can be used in a study. E.g. Quantitative study followed by a qualitative

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    QUALITATIVE RESEARCH

    Seeks to understand peoples meanings placed on their living

    experiences (Cooper & Schindler, 2008)

    Requires techniques that delve deeply into peoples hidden

    interpretation, understandings and motivations.

    Designed to tell the researcher how(process) and why(meaning)

    things happen as they do

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    Cont. Qualitative research: the

    research process1. Discover the management dilemma

    2. Define the management question

    3. Define the research questionThis may involve an

    exploratory study (including: literature review, organisational

    records, interviewing experts and info gatekeepers)

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    Example (from Cooper &

    Schindler) Management dilemma: Increasing no. Of letters & phone

    complaints about post purchase services

    Management question: What should be done to improve

    product repairs & service?

    Research question: Should the technical support operators be

    given more intensive training? Or Should the repair diagnostic

    & repair sequencing operations be modified/s

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    Cont. Research process

    Then, formulate investigative questions that will help to

    answer the research question. E.g., what the manager feels

    he/she needs to know to arrive at a conclusion about the

    management dilemma

    Then, formulate measurement questions. These are thequestions participants in the research area asked (say in a

    questionnaire) or what specifically is observed in a research

    study

    Then, a research designis made.a blue print for fulfilling the

    study objectives & answering the research question. E.g., asecondary data study, case study, survey, field experiment, etc.

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    Cont. The research process

    Techniques used are for e.g., focus groups, individual in-depth

    interviews, ethnography, grounded theory, action research,

    case study and observation.

    Sources of data:- People (individuals or groups)

    - Organisation or institution

    - Texts (published)

    - Settings & environments- Objects, artefacts, media products

    - Events & happenings

    Qualitative research designs

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    Qualitative research designs

    Qualitative research produces in-depth and comprehensive

    information.

    It uses subjective informationand participant observation or

    nonparticipant observation to describe the context, or natural

    setting, of the variables under consideration, as well as the

    interactions of the different variables in the context.

    It seeks a wide and deep understandingof the entire situation. The problem with qualitative research is that the very subjectivity

    of the inquiry leads to difficulties in establishing the reliability and

    validity of the strategies and information. It is very difficult to

    prevent or detect researcher induced bias.

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    Cont. with Research design

    Its scope is limited due to the in-depth and comprehensive data

    gathering approaches required.

    There are several different strategies that can be used but they all

    focus on phenomena in their natural settings in the real world

    and involve studying the phenomena in all their complexities,multifaceted and all their dimensions.

    The researcher must keep his or her perceptions, impressions and

    biases to him or herself. What matters is to get the truth.

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    Delimitation of the scope of a

    research study

    Delimitations are used to narrow the scope of the study.

    State what will be included and what will be excluded, e.g. your

    research topic may focus on a specific market sector, organisation

    type, level of employees in an organisation, methodology, etc.

    The sample that you plan to use may be drawn from a specificgeographical area (e.g. Gauteng),

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    Ethical Issues

    Due to the subjective nature of data collection, interpretation, and

    analysis in qualitative research, there appear to be more ethical

    dilemmas and concerns with confidentiality associated with qualitative

    research than with quantitative research.

    It is the researcher's ethical responsibility to maintain confidentiality

    The deception of respondents by researchers is an ethical issue in

    ethnographic studies. For e.g., in a study of people living in homeless

    shelters, a researcher may become a participant, interacting withresidents while giving them the impression that he/she too is homeless.

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    Cont. Ethical Issues

    Diversity

    To enhance the validity of results in research with diverse

    populations, research questions must be clearly constructed and

    must not be subject to different cultural interpretations.

    Also, due to the subjective nature of qualitative research it is

    important for the researcher to continually engage in self-

    examination to be certain that his or her own biases and

    stereotypes are not influencing the interpretation of the

    findings.

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    Sampling

    Non-probability sampling: This includes all methods of sampling in

    which the probability of selection of population elements is unknown or

    undeterminable.

    With these methods, no indication of possible bias and of the error

    bounds of estimates in respect of population characteristics can be done.

    But this does not imply that good results cannot be obtained. The

    problem is that the user is unable to give any indication of the reliability

    of the results that have been obtained. They can somehow also, thoughrarely, be generalized to the population.

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    Cont. Sampling

    Social science is often conducted in situations where you cannot

    select the kind of probability samples used in large scale surveys.

    For e.g., if you wanted to study street children in JHB. There is no

    list of these children. It is almost impossible to create such a list.In addition to that, there are times when probability sampling

    would not be appropriate even if it were possible.

    Examples are; Judgmental non probability sampling or purposive,

    snowball and quota.

    i li

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    Convenient Sampling

    Obtaining people or units that are conveniently available

    E.g. it would be more convenient and economical to set up an

    interviewing booth from which to intercept consumers at a

    shopping mall.

    A lecturer using his/her students for a research study

    Note: Projecting or generalizing to the results beyond the specific

    sample is inappropriate.

    J d P i li

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    Judgment or Purposive sampling

    A non probability sampling procedure when an experienced researcher

    selects the sample based on his/her judgment about some appropriate

    characteristic required of the sample member.

    Researchers select samples that satisfy their specific purpose even if

    they are not fully representative

    E.g., CPI is based on a judgment sample of market basket items

    A fashion manufacturer selects a sample of key accounts that it believes

    are capable of providing information needed to predict sales Can be used to predict election results

    Q S li

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    Quota Sampling

    Probability sampling may underrepresent or overrepresent

    certain subgroups in the population

    The researcher may wish to ensure that certain subgroups are

    included proportionately to the sample

    The purpose is to ensure that the various subgroups in a

    population are represented on pertinent sample characteristics to

    the exact extent that the investigator desires He/she has a quota to achieve

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    Cont. Quota sampling

    Advantages:

    Speed of data collection, lower costs and convenience

    Carefully selected data collections may provide a representative

    sample of the various subgroups within a population

    May be appropriate if the researcher knows that certain

    demographic group is more likely to refuse to cooperate with a

    survey

    S b ll S li

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    Snowball Sampling

    Involve using a probability sampling for an initial selection of

    respondents and then obtaining additional respondents through

    information provided by the initial respondents

    Used to locate members of rare population by referrals

    Bias is likely to occur because the person suggested by someone

    also in the sample has a higher probability of being similar to the

    first person

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    Data collection

    For Qualitative researchers: E.g., Approachesin collecting data:

    grounded theory, ethnography and phenomenology.

    Methods: e.g., Observation, and interviewing and focus group

    discussion.

    Forms of the data collected: interviews and group discussions,observation and reflection field notes, various texts, pictures, and

    other materials.

    Qualitative research often categorizes data into patterns as the

    primary basis for organizing, interpreting and reporting results. Quantitative research: scientific experiments or surveys to collect

    primary data or use already collected (and processed) data called

    secondary data in their studies.

    Methods of Data Collection

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    Data Collection

    Methods include interviews and focus group discussions, observation

    (Participant Observation, Non-participant Observation), field notes, various

    texts, pictures, and other materials, Structured Interview, Unstructured

    Interview, Analysis of documents and materials.

    Observations (Key, 1997)

    In qualitative research, observations are intentionally unstructured and

    free-flowing.

    Very flexible.

    Draw backs are:

    Observation can be time wasting for a novice researcher recording

    even irrelevant information.

    The presence of an interviewer may bias the data collected

    Written notes are always insufficient to capture the richness of thephenomenon, yet audiotapes and videotapes are not always completely

    dependable either because their presence may make participants

    uncomfortable.

    Participant Observation

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    Systematically seeks out and organizes data concerning what is being

    studied based on a social science theory and methodology rather than

    focusing on achieving a situationally defined goal.

    Keeps detailed records of what occurs, including those things

    characteristically taken for granted.

    Periodically detaches self from the situation to review records from the

    neutral position of a social scientist.

    Constantly monitors observations and records for evidence of personal biasor prejudice.

    Interviewing

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    The researcher should control his reactions or emotions. The purpose of the

    interview is to find out what views people hold; their views should be

    unbiased by evaluative responses on the researcherspart.

    The researcher should choose an interview environment and conditions in

    which the participants feel comfortable, secure, and at ease enough to speak

    openly about their point of view. The researcher should avoid presenting "yes" or "no" questions which tend

    to stifle detail.

    The researcher should be flexible in his or her approach to the informants.

    Group interviews can be useful, particularly in initial interviews.

    The researcher should consider to what degree the interview questioning is

    "recursive." As applied to interviewing, what has been said in an interview

    is used to determine or define further questioning.

    Interview

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    Interview

    To ask about events, the interviewer must be aware that participants

    rely on their memories, which may bring in distortions.

    Interviews are either open-ended or semi structuredrevolving around

    a few central questions. To conduct a focus group, researchers gather several people less that

    10 or 12 to discuss a particular issue for 1 or 2 hours.

    When conducting a focus group discussion, make sure that no one

    dominates the discussion and keep people focused.

    Focus groups are useful when:

    Time is limited

    People feel more comfortable talking in a group than alone

    Interaction among participants may be more informative than

    individually conducted interview.

    Researcher is having difficult interpreting what he/she observes. When interviewing, both parties, the interviewer and the interviewee must be

    on equal footing and there must be mutual trust between them.

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    Cont. with interview

    Unstructured interviewso No set format but interviewer may have questions formulated in

    advance

    o Friendly conversation provided you know what to look for,

    informal, open ended, flexible and free flowing.

    o Questions can be changed or adapted to meet the respondents

    intelligence or belief.

    o Interview schedule/guide may be used.

    o Lack of reliability of a structured interview

    Semi-structured interviewscombination of unstructured and

    structured interviews

    Commonly employed in survey research

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    y p y y

    Standardized interviews, Exactly same (closed ended) Questions in the

    same order. Open ended questions may also be included.

    Limited time and financial resources may lead some qualitative

    researchers to pursue other data collection techniques, such as astructured interview schedule with open-ended questions.

    Drawing on the theoretical and research literature, such questions may

    be formulated and organized in advance to address a specific research

    topic.

    Interviewers are expected to take field notes or to keep a field diary of

    observations made during the interview.

    For focus groups, key informants are interviewed. It involves a

    moderator to facilitate a small group discussion between selected

    individuals on a particular topic.

    This is a popular method in market researchand testing new initiatives

    with users/workers.

    Wh h Q li i R h

    http://en.wikipedia.org/wiki/Market_researchhttp://en.wikipedia.org/wiki/Market_researchhttp://en.wikipedia.org/wiki/Market_researchhttp://en.wikipedia.org/wiki/Market_research
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    When to choose Qualitative Research

    Qualitative research serves the following purposes:

    Descriptivereveal nature of certain situations, settings, processes,

    relationships, system or people.

    Interpretationto gain new insights about a phenomenon, develop

    new concepts and theoretical perspectives, etc., and discover the

    problem that exists within the phenomenon. Verificationit allows the researcher to test the validity of certain

    assumptions, claims, theories or generalizations within the real world.

    Evaluationa means through which a researcher can judge the

    effectiveness of a particular policy, practice or innovation.

    Qualitative Research Designs (Leedy & Ormrod, 2005)

    Case study, Ethnography, Phenomenological, Grounded theory, and

    Content analysis

    We dig deep to get a complete understanding of the

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    We dig deep to get a complete understandingof the

    phenomenon.

    We collect different forms of dataand examine them

    from various angles to construct a rich and meaningful

    picture of a complex, multifaceted situation.

    Brief notes on the Research Designs

    Case Study

    A particular event, programme or individual studied in depth.e.g., a medical researcher studying the nature, course and

    treatment of a rare illness.

    Focuses on a single case - can be generalized to similarsituations.

    May focus on 2 or 3 cases to make comparisons, build a

    theory or propose generalization.

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    Case study design

    Purposeunderstanding a complex issue or object

    Emphasizes detailed contextual analysis of a limited number

    of events, or conditions and their relationships.

    Dfn. Yin defines a case study method as an empirical inquiry

    that investigates a contemporary phenomenon within its real-life context, when the boundaries between phenomenon and

    context are not clearly evident, and in which multiple sources

    of evidence are used (Yin, 1984, p.23).

    Case studies are detailed investigations of individuals, groups, institutions

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    or other social units. The researcher conducting a case study attempts to

    analyze the variables relevant to the subject under study (Hungler & Polit,

    1983).

    The principle difference between case studies and other research studies

    is that the focus of attention is the individual case and not the whole

    population of cases.

    Most studies search for what is common and pervasive. However, in the

    case study, the focus may not be on generalization but on understandingthe particulars of that case in its complexity. A case study focuses on a

    bounded system, usually under natural conditions, so that the system

    can be understood in its own habitat(Stake, 1995; 1988).

    Method Extensive data, Observation, Interviews, Documents, etc, Past records

    Audiovisual materials (photographs, video tapes, audio tapes)

    The researcher may spend extended period of time on the site and interact

    with the participants.

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    Cont. with case study..: steps

    1. Determine and Define the research question

    Establish the focus and purpose of the study

    2. Select the cases and determine data gathering and analysis

    techniques

    Must determine whether to study cases which are unique in someway or cases which are considered typical and may select cases to

    represent a variety of geographical regions, etc.

    Multiple sources of data and techniques must be used

    Multiple pieces of evidence from multiple sources are needed to

    uncover convergent lines of inquiry. Data collection is largely qualitative but may also be quantitative.

    Tools of data collection may include surveys, interviews, documents,

    observation and physical artefact's.

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    Cont. with case study steps

    3. Collect data in the field

    4. Evaluate and analyse data

    Triangulate to strengthen research findings and conclusion

    Categorise, tabulate, use flow charts and recombine data o

    address the initial proposition or purpose of the study.

    Cross-case search for patterns

    Conclude answering questions how and why.

    5. Prepare the report

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    More about Data analysis

    Organizing of details about the case

    Categorizing of datacluster into meaningful groups

    Interpretation of single instancesspecific documents, occurrences

    Identification of patterns underlying themes characterizing the case

    more broadly

    Synthesis and generalization an overall portrait of the case is

    constructed. Conclusion and implication beyond the case.

    The researcher must look for convergence from a triangulated study,

    that is, separate pieces of data must point to the same conclusion.

    More about Writing the Report

    In report writing, the researcher records details about the context surrounding the

    case, that is, information about the physical environment and historical, economic

    and social factors that have a bearing on the situation.

    This helps other researchers who read the report draw conclusions about the

    extent of generalization to other situations.

    Rationaleworthiness of in-depth study and contribution about the real

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    p y

    world.

    Detailed description of the facts related to the case

    Description of data collected, i.e., What observations, whom

    interviewed, what documents examined, etc. Discussion of the patterns found any trends, themes, personality

    characteristics, etc. You have to convince the reader by also describing

    contradictory information as well.

    Must be as complete and unbiased as possible A connection to the larger scheme of things. In what way does the case

    study contribute to the knowledge about some aspects of the human

    experience?

    Compare to previous studies, etc.

    Ethnographic design

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    Ethnographic design

    Dfn. Ethnographyfrom Greek, ethnosfolk/people and grapho = to

    write A qualitative research design used to explore cultural phenomena

    culture of people.

    The purpose is to describe and interpret the shared andlearnt patterns

    of values, behaviours, beliefs and language of a culture sharing group.

    Resulting research report reflects the knowledge and the system ofmeanings in the lives of a cultural group.

    It was pioneered in the biological, social and cultural branches of

    Anthropologynow it has popular in Social sciences, especially

    Sociology and Communication.

    A typical ethnographic study is a holistic studyincluding a brief history,

    climate and habitat from the point of view of the subject.

    Cont with Ethnography

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    Cont. with Ethnography The researcher looks at the entire group that shares a common culture

    in depth.

    Natural setting Length of time periodeven up to several years.

    Focus is on everyday behaviours (e.g. interactions, language, rituals)

    with an intent to identify:

    Cultural norms

    Beliefs

    Social structures

    Other cultural patterns.

    Mainly done in sociology, psychology and education.

    Method Sitebased field work

    Prolonged engagement with people to observe and record processes..

    Better when the researcher is a stranger to avoid bias

    To gain entry the researcher often go through a gatekeeper such as a tribal

    chief, the person who can provide a smooth entrance into the site.

    The researcher must be open about why he/she is there.

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    Initially, the researcher uses a big net approach, intermingling with

    everyone and getting an overall sense of the cultural context.

    Gradually he identifies key informants to provide relevant information. Participant observation can do; the disadvantage however is that the

    researcher can become emotionally involved and lose the ability to

    assess the situation accurately.

    Throughout the field work he/she must be a careful observer,interviewer and listener while taking extensive field notes.

    Lengthy conversations and significant events can be recorded using

    audiotapes or videotapes.

    Can also collect artifacts and records e.g. accounting ledgers.

    Great patience and tolerance and being sociable are necessary.

    Data Analysis

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    y

    DescriptiveData organized into logical structures

    Describing events in chronological order

    Describing a typical day in the life of the group or an individual

    Focusing on a critical event

    Developing a story, with plots and characters.

    Analysis data categorized according to their meanings, patterns,

    regularities and critical events identified.

    InterpretationThe general nature of the culture is inferred from the

    categories of meanings and patterns identified.

    Existing theoretical frameworks may help

    Note: Total objectivity is impossible.

    Report writing

    Often personal literary narrative designed to engage the readers attention

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    Often personal, literary narrative designed to engage the reader s attention

    and interest. It Includes:

    Introductionrationale and context.

    Present your research question

    Describe the nature of the study

    Importance of the study

    A description of the setting and methods used

    Describe the group and systems and rituals, the name of the place, etc.

    An analysis of the culture studied

    Describe the patterns and themes observed, norms and conventions for

    behaviour, the social hierarchy, belief system.

    Present evidence to support your claim

    Use the participants actual words

    Conclusion

    Relate findings to the research question and concepts and theories in the

    discipline

    Avoid making judgments, (even small changes in the wording can make a

    significant difference in this regard).

    Should be sufficiently detailed.

    h l l h d

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    Phenomenological research design

    PurposeTo describe or explain phenomena thru how peopleperceive them.

    Done by gathering deep information and perceptions of subjects

    thru inductive, qualitative methods such as interviews, focus

    groups, discussions/conversations and participant observation,

    action research, etc.

    Powerful for understanding subjective experience, gaining

    insights into peoples motivations and actions.

    Particularly effective at bringing to the fore the experiences and

    perceptions of individuals from their own perspectives.

    Cont with phenomenological design

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    Refers to a personsperception of the meaning of an event.

    Attempts to understand peoples perceptions, perspectives and

    understandings of a particular situation. E.g. experiences of peoplecaring for a dying relative, living in abusive relationship.

    By looking at multiple perspectives, on the same situation the

    researcher can make some generalization.

    Method Carefully selected sample of participants

    Lengthy interview e.g., 1 or 2 hrs.

    Often very unstructured

    The researcher listens closely as participants describe their daily

    experiences related to the phenomenon.

    Typically an interview tool like informal conversation - as participants do

    most of the talking.

    Cont. with phenomenological design

    Data analysis

    To identify common themes:

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    To identify common themes:

    Steps:

    identify statements that relate to the topic

    The researcher breaks information into small segments (e.g., phrasesor sentences) that each reflects a single, specific thought.

    Group statements into meaningunitscategories.

    Seek divergent perspectives

    Construct a composite

    Develop overall description of the phenomenon or peoplesexperience. The focus is on common themes.

    Research report

    No specific structure

    Present your research problem or question Describe the methods used for data collection and analysis

    Draw conclusions

    Relate your findings to an existing body of theory and research.

    Discuss any practical implications of the findings.

    Grounded theory research design

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    Grounded theory research design Least likely to start from a particular theoretical framework

    Major purpose of this approach is to begin with the data and use

    them to develop a theory.

    Term grounded gives an idea that the theory is derived from and

    grounded in data collected in the field rather than taken from literature.

    Focuses on a process related to a particular topic, with ultimate goal of

    developing a theory about that process.

    Method

    Field based

    Interviewing, observations, documents, etc are used

    Data collected must include the perspectives and voices of the people

    being investigated.

    Cases are selected by a sampling process in which the researcher

    identifies new cases that are similar to previous cases.

    When these cases generate no new insights, the process is repeated

    with newly selected cases that yield different insights again until no new

    insights are noted.

    Data analysis Categorize to classify the data

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    g y

    Identify interrelationships

    Data analyzed may lead to later data collection for revision.

    Theory developed includes numerous concepts and interrelationships.

    The theory is written in the form of a verbal statement, visual model orseries of hypotheses explaining the phenomenon.

    The research report

    A description of the research question

    A review of the related literature A description of the methodology and data analysis done

    A presentation of your theory

    A discussion of implications

    Show how your theory is similar or dissimilar to existing theory

    Explain how it is related to existing body of knowledge Give implications

    Content analysis

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    Content analysis A detailed and systematic examination of the contents of a particular

    body of material for the purpose of identifying patterns, themes or

    biases. Used in a wide range of disciplines.

    Can be used with another approach

    Method

    identify the specific body of material to be studied a random sample may be used

    Define the characteristics or qualities to be examined in precise,

    concrete terms.

    You may break down items of a complex material into small,

    manageable segments to be analyzed separately.

    Scrutinize the material

    When the material is entirely objective, one single judgment is enough,

    but if subjective, more judgments, may be, 2 or 3 are required, and then

    a composite of the judgments is used.

    Data analysis

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    Data analysis

    Tabulate the frequencies of each characteristic foundimplying the use

    of both quantitative and qualitative approaches.

    Appropriate statistical analysis can then be done on the frequencies to

    interpret the data as they reflect on the research problem.

    Research reporting

    Describe the body of the material and sampling procedure used

    Give a precise definition and description of the characteristics you

    looked for.

    Describe the coding or rating procedure used

    Tabulation and graphing report the frequencies and percentages

    obtained.

    Give a description of the patterns and trends that the data reflected.

    How to analyse qualitative data

    It depends upon the type of questions used

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    It depends upon the type of questions used.

    Analyzing results for a case study tends to be more opinion based than

    statistical methods.

    The usual idea is to try and collate your data into a manageable form

    and construct a narrative around it. Use examples in your narrative whilst keeping things concise and

    interesting.

    It is always a good idea to assume that a person reading your research

    may not possess a lot of knowledge of the subject so try to write

    accordingly. Unlike a scientific studywhich deals with facts, a case study is based on

    opinion and is very much designed to provoke reasoned debate.

    There really is no right or wrong answer in a case study.

    For multiple choice questions it is a matter of counting up the answers to

    each question and using statisticsfor analysis. Rating type question require a little more work but the follow broadly the

    same principle.

    For opinion questions, you can devise some way of judging the

    responses numerically.

    The next step is to devise which statistical test you are going to use.

    Research Implications or Recommendations

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    Research Implications or Recommendations

    The final stage is the researchers recommendations based upon the

    results.

    This area of the research processcan be based around the researchers

    personal opinion, and will integrate previous studies.

    It is critical in determining the direction taken by the scientific community,

    but the researcher will have to justify their findings.

    Summary

    The key to drawing a validconclusion is to ensure that the deductiveandinductiveprocesses are correctly used, and that all steps of the scientific

    methodwere followed.

    If your research had a robust design, questioning and scrutiny will be

    devoted to the conclusion, rather than the methods.

    What has been learnt?

    Generally, a researcher will summarize what they believe has been

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    y, y

    learned from the research, and will try to assess the strength of the

    hypothesis.

    Even if the null hypothesisis accepted, a strong conclusion will analyze

    why the results were not as predicted. In observational research, with no hypothesis, the researcher will analyze

    the findings, and establish if any valuable new information has been

    uncovered.

    Future Research Very few studiesgive clear-cut results, and most research uncovers more

    questions than answers.

    The researcher can use these to suggest interesting directions for further

    study.

    If, for e.g., the null hypothesiswas accepted, there may still have been

    trends apparent within the results.

    These could form the basis of further study, or study refinement and

    redesign.

    Descriptive research designs

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    Descriptive research designs

    A descriptive research design is a scientific method which involvesobserving and describing the behavior of a subject without influencing it

    in any way.

    Many scientific disciplines, especially social science and psychology,

    use this method to obtain a general overview of the subject.

    Some subjects cannot be observed in any other way; for example, a

    social case study of an individual subject is a descriptive research

    design and allows observationwithout affecting normal behavior.

    It is also useful where it is not possible to test and measure the large

    number of samples needed for more quantitative types of study. It is also used by market researchers to judge the habits of customers,

    or by companies wishing to judge the morale of staff.

    The results from a descriptive research can in no way be used as a

    definitive answer or to disprove a hypothesis.

    Advantages The subject is being observed in a completely natural and

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    unchanged natural environment.

    A good example of this would be an anthropologist who

    wanted to study a tribe without affecting their normal

    behavior in any way.

    Descriptive research is often used as an exploratory study to

    more quantitatively research designs, the general overview

    giving some valuable pointers as to what variables are worthtesting quantitatively.

    Disadvantages

    Because there are no variables manipulated, there is no wayto statistically analyze the results.

    Many scientists regard this type of study as very unreliable

    and unscientific.

    More on Qualitative research designs

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    More on Qualitative research designs

    Qualitative research design is a research method used extensively byresearchers studying human behavior and habits.

    Qualitative research is often regarded as a precursor to quantitative research, in

    that it is often used to generate possible leads and ideas which can be used to

    formulate a realistic and testable hypothesis.

    This hypothesis can then be comprehensively tested and mathematically

    analyzed, with standard quantitative research methods.

    Design

    The design of qualitative research is probably the most flexible of the various

    research techniques.

    There is no standardized structure.

    Case studies and survey designs are the most commonly used

    methods.

    Advantages

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    Advantages

    Qualitative techniques are extremely useful when a subject is too

    complex to be answered by a simple yes or no hypothesis.

    These types of designs are much easier to plan and carry out.

    Qualitative research methods are not as dependent upon sample sizes

    as quantitative methods. Normally, small sample sizes are used.

    Disadvantages

    Whilst not as time or resource consuming as quantitative experiments,

    qualitative methods require a lot of careful thought and planning, toensure that the results obtained are as accurate as possible.

    Qualitative data cannot be mathematically analyzed in the same

    comprehensive way as quantitative results, so can only give a guide to

    general trends.

    It is a lot more open to personal opinion and judgment.

    Any qualitative research design is usually unique and cannot be exactly

    recreated, meaning that they do lack the ability to be peer reviewed.

    Data analysis of qualitative data in

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    Data analysis of qualitative data in

    general

    Interview questions and responses are typically tape-recorded and then

    transcribed verbatim before analysis is begun.

    Qualitative researchers often categorize data into patterns as the

    primary basis for organizing and reporting results.

    Transcription is extremely time-consuming (Marlow, 1993). Due to the

    large amount of data that can be generated in qualitative research, a data

    reductionprocess must be used to aid analysis.

    This procedure includes: organizing the data; identifying emergingthemes, categories, and patterns; and testing hypotheses against the

    data.

    Cont. Data analysis

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    We categorise the data and derive themes, patterns and

    trends.

    Alternatively, we analyseit narratively with interestingquotes of the respondents.

    Content analysis can also be used.

    The relevant theories and literature help the researcher todo the interpretation. Then, discussion of the results and

    conclusions follow. This is the stage when the researcher

    reflects on the research problem and objectives and sees

    whether the objectives are achieved and the research

    question is answered.

    Then recommendations are made.

    Either indigenous or analyst-constructed typologies may be

    constructed

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    constructed.

    In indigenous categories, the language of respondents is used to label

    types of processes (Marshall & Rossman, 1989; Patton, 1990).

    In analyst-constructed categories, the researcher attaches a label toobserved recurring events.

    Narrative descriptionsof data collected through interviews, observations,

    and case records are also used in qualitative analysis.

    Content analysisis often used in qualitative and quantitative research

    methods.

    Some researchers view content analysis as a technique to quantify

    manifest (surface-level) descriptive data (Allen-Meares, 1985), in which

    categories are developed, content is coded, and category counts are

    conducted.

    Qualitative content analysis typically does not transform the content into

    numeric patterns; instead, recurrent themes, and typologies and

    illustrations of particular issues, are used.

    The following are interpretive techniques:

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    Observer impression

    The most common analysis of qualitative data is observer impression.

    Expert or bystander observers examine the data, interpret it via forming an

    impression and report their impression in a structured and sometimesquantitative form.

    Coding Helps to interpret the data by organizing the data and providing a

    means to introduce the interpretations of it into certain quantitative

    methods.

    In most cases, coding requires the analyst to read the data and

    demarcate segments within it.

    Each segment is labeled with a code usually a word or short phrase

    that suggests how the associated data segments inform the researchobjectives.

    When coding is complete, the analyst prepares reports via a mix of:

    summarizing the prevalence of codes, discussing similarities and

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    g p , g

    differences in related codes across distinct original sources/contexts, or

    comparing the relationship between one or more codes.

    Computer programmes can assist in this regard.

    The criticism of the coding method is that coding seeks to transform

    qualitative data into quantitative data, thereby reducing the detail (i.e. its

    variety, richness and individual character).

    Careful definition of the codes and linking them to the underlying datacan address this concern.

    Recursive abstractionSome qualitative datasets are analyzed without coding.

    Datasets are summarized, those summaries are then further summarized,and so on.

    The end result is a more compact summary that would have been difficult

    to accurately portray.

    The common criticism of this method is that the final conclusions are

    several times removed from the underlying data such that poor initial

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    summaries will yield an inaccurate final report.

    What researchers do is to document the reasoning behind each

    summary step and cite examples from the data where statements wereincluded and where statements were excluded from the intermediate

    summary.

    Mechanical techniques

    The researcher uses a computer to scan and sort large sets of qualitativedata by counting the same words or phrases within the data.

    This technique is particularly suitable for datasets that are too large for

    a human to effectively analyze, or where analysis would be cost

    prohibitive relative to the value of information they contain. The criticism of the technique is the absence of a human interpreter.

    Threats to internal validity inli i h

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    qualitative research In qualitative studies, the researcher is the data collection

    instrument. That is, the researcher conducts (1) observations ofindividuals in naturalistic settings, taking extensive notes about

    events, and (2) in-depth interviews of participants.

    Two major potential threats to internal validity, therefore, are (1)data collector characteristics and (2) data collector bias. E.g.,

    gender, age, ethnicity, language patterns or other characteristics

    may influence the nature of the data that is obtained if the

    characteristics are related to variables that are the focus of the

    study.

    C t ith th t

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    Cont. with threats.

    Data collector bias refers to the unconscious distortion of dataduring the data collection process.

    Examples include phrasing questions in different ways for different

    individuals, and asking leading questions.

    In studies in which interviews are the primary data source, theresearcher should standardise the procedures.

    C t ith th t

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    Cont. with threats.

    This includes:

    asking the questions of all participants in the same way,

    put the interviewees at ease by asking a general, easy-to-answer

    question first, conduct all interviews in a location in which the individual feels

    comfortable, and

    to assure the interviewee that their particular answers cannot be

    identified with them.

    Cont ith threats

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    Cont. with threats

    To enhance the credibility of the data, one general strategysuggested is that of triangulation. The process consists of four

    techniques used in data collection and analysis:

    Implement multiple methods for obtaining data (eg, interviews,documents and observations)

    Consult multiple data sources (eg, interview teachers, students

    and staff)

    Use more than one researcher to collect the data

    Rely on additional researchers for analyses

    Cont. with threats.

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    Validity as concluded is not always accepted by others and perhaps

    rightly so. Typical reasons why it may not be accepted include:

    Inappropriate selection of constructs or measures.

    Insufficient data collected to make valid conclusions.

    Too great a variation in data.

    Inadequate selection of target subjects.

    Complex interaction across constructs.

    Subjects giving biased answers or trying to guess what they

    should say.

    Research lacking rigour.

    Forms of validity

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    (a) Content validityof a measuring instrument is the extent to which it

    provides

    - adequate coverage of the investigative (or sub-questions) questions.- representative sample.

    This form of validity can be addressed through a careful definition of the

    research topic, the items to be scaled and the scale to be used, and/or by

    using a panel of judges.

    (b) Criterion-related validitythe degree to which the predictor isadequate in capturing the relevant aspects of the criterion.

    (c) Construct validityto measure the presence of abstract-characteristics

    for which no empirical validation is possible.

    E.g., attitude scales, and aptitude and personality tests. To evaluate it, we

    consider theory and the measuring instrument being used.

    How to improve validity (i.e.,credibility and/or dependability)

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    credibility and/or dependability)

    Validity concerns quality, rigour and trustworthiness. It addresseswhether your research explains or measures what you said you

    would be measuring or explaining.

    Appropriateness of the methodused to answer the research

    question. Your analysis has to have rigour, which is based on your

    capability of tracing the sources and reasons for your

    interpretations.

    Literature can provide guidanceto provide the context with which

    to interpret the data that has been generated.

    Ways of increasing validity involve(see Lincoln and Guba 1985;

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    (see Lincoln and Guba, 1985;

    Schaffir and Stebbins, 1991): Member checkingYou can show the participants excerpts of

    your interpretation of their interviews.

    Disconfirming evidenceProcess where you first establish the

    preliminary themes or categories in a study and then search

    through the data for evidence that is consistent with or dispels

    these themes.

    Thick, rich descriptionTo describe the setting, the participants,

    and the themes of a qualitative study in rich detail can also help to

    increase credibility.

    Cont with ways

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    Cont. with ways

    AuditingTurning to experts or individuals external to the project orreader to examine the narrative account and attest the studys

    credibility.

    CollaborationUsing or involving the participants in the research

    process right from the planning stage as co-researchers or in less formalarrangements.

    Researcher reflexivityResearchers to self-disclose their assumptions,

    values, beliefs, and biases. They reflect on the social, cultural, and

    historical forces that shape their interpretation. This helps the reader tounderstand the interpretation better.

    Cont. with ways of

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    Prolonged engagementin the fieldTo stay at the research site for a

    prolonged period of time. By repeated observation the researchers build

    trust with participants, find gatekeepers, establish rapport, etcetera. Peer debriefingReview of the data and research process by someone

    familiar with the phenomenonchallenges the researchers

    assumptions and methodology, etcetera.

    Interviewer corroborationThe purpose of corroboration is not to

    confirm whether peoples perceptions are accurate or true reflections ofa situation, but rather to ensure that the research findings accurately

    reflect peoples perceptions, whatever they may be. The idea behind

    this way of increasing validity is that research subjects are in a position

    to corroborate or disapprove of your interpretations.

    Cont with Ways

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    Cont. with Ways

    Bracketing, positioningor researcher reflexivity(role of theresearcher)to self-disclose your social, cultural beliefs and

    values and biases to the reader.

    Reliabaility (consistent results) To ensure reliability in qualitative research, examination of

    trustworthinessis crucial.

    Mixed method approach

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    pp

    When the phenomenon being investigated is not well understood, a qualitativeresearch can be used first to generate preliminary hypotheses, and then

    quantitative research is used to test specific hypotheses.

    For comprehensive studies, it is better to use both approaches (i.e. qualitative

    and quantitative), a situation where, the quantitative method helps to test

    hypotheses and to make the study more objective and the qualitative method

    helps to give a complete understanding or in-depth information on the

    phenomenon being studiedin all its dimensions.

    Complex studies, having many different research questions may use both

    approaches to answer particular questions or to address particular researchproblems.

    Example

    Poverty is multidimensional in nature, i.e., it has social, political and economic

    dimensions.

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    So, a poverty study may need both ap


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