Detecting the Impact of Remote Proctored At‐Home Testing Using Propensity Score Weighting

Studies of test score comparability have been conducted at different stages in the history of testing to ensure that test results carry the same meaning regardless of test conditions. The expansion of at‐home testing via remote proctoring sparked another round of interest. This study uses data from three licensure tests to assess potential mode effects associated with the dual option of on‐site testing at test centers and at‐home testing via remote proctoring. We generated propensity score weights to balance the two self‐selected groups in order to detect the mode effect on the test outcomes. We also assessed the potential impact of omitted variables on the estimated mode effect. Results of the study indicate that the demographic compositions of the test takers are similar before and after the introduction of the RP option. Examinees under the two testing modes differ slightly on certain background variables. Once the group differences are adjusted by propensity score weighting, the estimated mode effects are small and nonsystematic across test titles overall. We note some variations across subgroups based on gender and race.

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Publication Details

Journal
ETS Research Report Series
Published
2024-10-27
DOI
https://doi.org/10.1002/ets2.12386
Primary Topic
Advanced Bandit Algorithms Research
Type
article
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article

Detecting the Impact of Remote Proctored At‐Home Testing Using Propensity Score Weighting

Jing Miao, Yi Cao, Michael Walker
ETS Research Report Series
Advanced Bandit Algorithms Research
article

Detecting the Impact of Remote Proctored At‐Home Testing Using Propensity Score Weighting

Jing Miao, Yi Cao, Michael Walker
article en

Abstract

Studies of test score comparability have been conducted at different stages in the history of testing to ensure that test results carry the same meaning regardless of test conditions. The expansion of at‐home testing via remote proctoring sparked another round of interest. This study uses data from three licensure tests to assess potential mode effects associated with the dual option of on‐site testing at test centers and at‐home testing via remote proctoring. We generated propensity score weights to balance the two self‐selected groups in order to detect the mode effect on the test outcomes. We also assessed the potential impact of omitted variables on the estimated mode effect. Results of the study indicate that the demographic compositions of the test takers are similar before and after the introduction of the RP option. Examinees under the two testing modes differ slightly on certain background variables. Once the group differences are adjusted by propensity score weighting, the estimated mode effects are small and nonsystematic across test titles overall. We note some variations across subgroups based on gender and race.

ETS Research Report SeriesVol. 2024(1)
Educational Testing Service (US), Human Resources Research Organization (US)
Gender equality
Openalex Percentile: Top 77%
Advanced Bandit Algorithms Research
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Detecting the Impact of Remote Proctored At‐Home Testing Using Propensity Score Weighting — Jing Miao, Yi Cao, et al. · ETS Research Report Series (2024) | TGRS Research Map | TGRS