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THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text...

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THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC INFORMATION ON THE KNOWLEDGE PRODUCTION OF SCIENTIFIC COMMUNITIES
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Page 1: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC INFORMATION ON THE KNOWLEDGE PRODUCTION OF SCIENTIFIC COMMUNITIES

Page 2: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

POSSIBLE IMPACT OF INCORRECT INFORMATION

Used throughout community & distorts knowledge productionSubstantial

1

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POSSIBLE IMPACT OF INCORRECT INFORMATION

Used throughout community & distorts knowledge productionSubstantial

1

Used only in the

periphery

Circumscribed

2

Page 4: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Used throughout community & distorts knowledge productionSubstantial

1

Used only in the

periphery

Circumscribed

2

• publications are overlooked

• rarely cited• cited only perfunctorily

Negligible

3

POSSIBLE IMPACT OF INCORRECT INFORMATION

Page 5: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Does incorrect knowledge diffuse

into the scientific community ?

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Sear

ch in

WoS

* List of papers containing incorrect information about the use of gene sequences

identified by Byrne and Labbé (2017)

ANALYSIS OF CITATIONS

+ (Downloaded Okt. 2018)

30Problematic

Papers *

126citing papers +

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How is knowledge taken from incorrect papers

and used by the citing authors ?

Page 8: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

EXAMPLE: ANALYSING CONTEXT

Aberrant expression or altered activity of CDKs results in escape of cells

from the cell cycle control and leads to malignant

transformation12,14,15,30–33. Therefore, inhibition of CDKs offers a

promising therapeutic strategy in the defense against

human malignancies.“ Zhou et al. (2015)

Page 9: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Knowledge Claim

Aberrant expression or altered activity of CDKs results in

escape of cells from the cell cycle control and leads to

malignant transformation 12,14,15,30–33. Therefore, inhibition of

CDKs offers a promising therapeutic strategy in the defense against

human malignancies.“ Zhou et al. (2015)

Page 10: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Knowledge Claim (affirmative, without justification)

Aberrant expression or altered activity of CDKs results in

escape of cells from the cell cycle control and leads to

malignant transformation 12,14,15,30–33. Therefore, inhibition of

CDKs offers a promising therapeutic strategy in the defense against

human malignancies.“ Zhou et al. (2015)

Page 11: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Knowledge Claim (affirmative, without justification)

Aberrant expression or altered activity of CDKs results in

escape of cells from the cell cycle control and leads to

malignant transformation 12,14,15,30–33. Therefore, inhibition of

CDKs offers a promising therapeutic strategy in the defense

against human malignancies.“ Zhou et al. (2015)

Explicit recommendation

Page 12: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

CODING SCHEME (EXAMPLE)

For the methodology and full coding scheme see: Schmidt (2019). „A Citation Context Analysis of Retracted Publications“ (forthcoming).

Type of Knowledge Claim1.1 Research idea / question, theory1.2 Methods1.3 Empirical finding1.4 Other1.5 Undistinguishable

Evaluation of KC2.1 affirmative

2.1.0 Without justification2.1.1 Confirmation by s.o. else‘s research2.1.2 Confirmation by own study2.1.3 Cited and own results fit

2.2 neutral2.3 negative

2.3.3 Disputed status in commmunity2.3.4 Challenging results2.3.5 Awareness of a larger problem in the community2.3.6 Specific counter argument2.3.7 Own results contradict cited results2.3.8 Other

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1.3 2.1.0Knowledge Claim (affirmative, without justification)

EXAMPLE: CODING

Aberrant expression or altered activity of CDKs results in

escape of cells from the cell cycle control and leads to

malignant transformation 12,14,15,30–33. Therefore, inhibition of

CDKs offers a promising therapeutic strategy in the defense

against human malignancies.“ Zhou et al. (2015)

4.2.5Explicit

recommendation

Page 14: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Type ofKnowledge Claim (KC)

Evaluation of KC

Position in Text

Techn. aspects

Use ofKC

Cita-tionno.

Citation & Context

1.3Empiricalfinding

2.1.0Withoutjustification

Discussion Part ofa list

4.2.5Explicit recom.

31 Zhou_2015_Crucial: Aberrant expression or alteredactivity of CDKs results in escape of cells from thecell cycle control and leads to malignanttransformation12,14,15,30–33. Therefore, inhibitionof CDKs offers a promising therapeutic strategy in the defense against human malignancies.

Page 15: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

RESULTS

Empirical finding (92%)

Evaluated as affirmative, but without justification (75%)

Reporting the state of the art (58%) or justifying their current study (23%)

Recommendations for therapeutic application occur in a rare 12 cases (10%)

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RESULTS

Empirical finding (92%)

Evaluated as affirmative, but without justification (75%)

Reporting the state of the art (58%) or justifying their current study (23%)

Recommendations for therapeutic application occur in a rare 12 cases (10%)

Cited and own results fit in 38 cases (30%)

Page 17: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Do citing authors recognize problems with papers ?

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NO.

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„Such difference may be due to the specific cell type.“ Wang et al. (2015)

NO.…well, there is this case:

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How far does the incorrect knowledge travel ?

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TYPOLOGY

Communication on validityFunction of KC weak confirmatory

Landscape 56 10

Justification 22 10

Synthesis 14 1

Recommendation 8 3

Method 8 0

Gesamt: 108 24

Page 22: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

THE CHAINS OF CITATIONS

30Problematic

papers

126citing papers

Most cited citing citing papers

Page 23: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

TYPOLOGY

Communication on validityFunction of KC weak confirmatory

Landscape 56 10

Justification 22 10

Synthesis 14 1

Recommendation 8 3

Method 8 0

Gesamt: 108 24

* Initially there were 12 papers identified, but two had to be excluded, as one was a duplicate and the other could not be found on the WoS. A third was not cited at all.

( If published< 2016 )*

Page 24: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

RESULTS

9 remaining papers were cited between 1 and 38 times (30.05.2019)

all citations were reporting the state of the art in its weakest form

Page 25: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Usually, incorrect information dies in the periphery

CONCLUSION:

Page 26: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Usually, incorrect information dies in the periphery, but :

Papers lead on scientific community about possibly rewarding research areas

CONCLUSION:

Page 27: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Usually, incorrect information dies in the periphery, but :

Papers lead on scientific community about possibly rewarding research areas

Papers could steer future research in the wrong direction

CONCLUSION:

Page 28: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Usually, incorrect information dies in the periphery, but :

Papers lead on scientific community about possibly rewarding research areas

Papers could steer future research in the wrong direction

Allocate resources to exhausted research areas

CONCLUSION:

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QUESTIONS ?

Page 30: THE IMPACT OF PUBLISHED INCORRECT SCIENTIFIC …. CC16... · Evaluation of KC Position in Text Techn. aspects Use of KC Cita-tion no. Citation & Context 1.3 Empirical finding 2.1.0

Research team:

Jochen Gläser, Therese Kienemund, Lydia Liesegang, Marion Schmidt

Literatur:

Byrne, J. A. and C. Labbé (2017). "Striking similarities between publications from China describing single gene knockdown experiments in human cancer cell lines." Scientometrics110(3): 1471-1493.

For the methodology and full coding scheme see: Schmidt (2019). „A Citation Context Analysis of Retracted Publications“ (forthcoming).

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TYPOLOGY: CATEGORIES

KC CodesReporting state of the art („Landscape“) 1.1, 1.3, 1.4, 1.6

2.1.0, 2.24.2.1

Justification for own research 1.1, 1.3, 1.4, 1.62.1.0, 2.24.2.2.1, 4.2.2.2

Synthesis of cited results and own conclusion in scientific argument

1.1, 1.3, 1.4, 1.62.1.0, 2.2Some of: 4.2.2, 4.2.3, 4.2.4

Recommendation fortherapy-oriented research

1.1, 1.3, 1.4, 1.62.1.0, 2.24.2.5, some of 4.2.2

Confirmation - cited and own findings fit together

2.1.3

Method 1.2 or 1.3Methods or „other“4.2.0, 4.4.2


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