Presentation Transcript
The Equivalence of Internet and Paper-and-pencil Personality Assessments: The Equivalence of Internet and Paper-and-pencil Personality Assessments Chuah Siang Chee
Fritz Drasgow
Brent Roberts Society for Industrial and Organizational Psychology, Toronto, April 12-April 14, 2002
Internet Assessment: Internet Assessment Access from more locations and to more people
Convenience for the user and test administrator
User access from Internet enabled computers
Electronic data entry
Relative speed and low cost for large test administrations
Database Driven Website: Database Driven Website
Are Internet Assessments Equivalent to Other Approaches? : Are Internet Assessments Equivalent to Other Approaches? Measurement Equivalence
Mean-Level
Differential Item Functioning (DIF)
Examinees of equal ability but from separate populations differ in their probability of giving a particular answer.
Previous research on mean-level differences across modality: Previous research on mean-level differences across modality Mean-level
Social Desirability Distortions Meta-analysis of non-cognitive tests across mediums Richman, Kiesler, Weisband and Drasgow (1999)
Anonymity Lower Social Anxiety and Social Desirability with Internet Johnson (1999)
Pasveer andamp; Ellard (1998) Self-Trust – No differences
Davis (1999) Ruminative Responses – No differences
Problems with previous research on mean levels: Problems with previous research on mean levels Comparison groups were not equivalent.
Different recruiting techniques for groups
Different samples sizes
Unknown internet structure to assessment
Previous research on DIF: Previous research on DIF No published research with DIF analysis
The Present Study: The Present Study Examined mean-level differences on the Big Five across testing medium
Equivalent groups across modalities
Paper-and-Pencil Traditional administration under experimenter supervision.
Computer Laboratory Group administration of WWW questionnaires in laboratory under experimenter supervision.
Internet E-mail notification of WWW questionnaire. Administered over WWW for 1 week.
The Present Study …: The Present Study … Random Assignment to Conditions No Self-selection effects
Identification of Subjects Unique Password – security/integrity data Academic – course credit Industry – aberrant responses, linking information
Multiple-access for Internet Questionnaire No Duplicate Responses
DIF Analyses: DIF Analyses SIBTEST (Stout andamp; Roussos, 1995) SIB Statistic β andamp; Mantel-Haenszel
Iterlink DIF (Steve Stark) Lord’s Chi-Square
Big 5 Personality Scale: Big 5 Personality Scale Trait Descriptive Adjective (Goldberg)
Neuroticism, Extroversion, Openness, Agreeableness, Conscientiousness
5 point Likert Scale (Strongly Disagree – Strongly Agree) 'How well do the adjectives describe you?'
Big 5 Personality Items: Big 5 Personality Items * Reverse Scored Items
* Reverse Scored Items
Sample: Sample Condition N
Paper-and-pencil 266
Computer Lab 222
Internet 240 Total
728 Undergraduates Psychology Students participating in the study for course credit
SIB Statistic p<.05: SIB Statistic pandlt;.05
Mantel-Haenszel p<.05: Mantel-Haenszel pandlt;.05
Lord’s Chi-Square p<.05: Lord’s Chi-Square pandlt;.05
Expected # of “False Alarms”: Expected # of 'False Alarms' 95% Confidence Interval
5% Comparisons ± (α X SD)
α X SD = 1.96 X (30 X .05 X .95)½ = 2. 34 α X SD = 1.96 X (123 X .05 X .95)½ = 4.74
Per Dimension 2.05 ± 2.735 = (0, 4.39)
All 4 Dimensions 6.15 ± 4.74 = (1.41, 10.89)
Summary Analysis p<.05: Summary Analysis pandlt;.05
SIB Statistic Bonferroni Corr.: SIB Statistic Bonferroni Corr.
Mantel-Haenszel Bonferroni : Mantel-Haenszel Bonferroni
Lord’s Chi-Square Bonferroni : Lord’s Chi-Square Bonferroni
Mean-Level Comparisons: Mean-Level Comparisons DIF analyses established that Personality Items are functioning equivalently across media
Is there a shift in Trait Levels as a consequence of medium?
mean-levels comparisons using ability/theta estimated by Bilog
Mean Trait Levels Effect Size: Mean Trait Levels Effect Size Paper-and-Pencil Vs Both Computer Administrations Emotional Stability d’ = .19 Emotional Stability Extroversion Agreeableness Conscientiousness pandlt;.033
Conclusion: Conclusion Personality Tests are Equivalent
Features of Internet Questionnaire Important
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