Dealing with careless responding in survey data: Prevention, identification, and recommended best practices

MK Ward, AW Meade - Annual Review of Psychology, 2023 - annualreviews.org
Surveys administered online have several benefits, but they are particularly prone to
careless responding, which occurs when respondents fail to read item content or give …

Careless responding in crowdsourced alcohol research: A systematic review and meta-analysis of practices and prevalence.

A Jones, J Earnest, M Adam, R Clarke… - Experimental and …, 2022 - psycnet.apa.org
Crowdsourcing—the process of using the internet to outsource research participation to
“workers”—has considerable benefits, enabling research to be conducted quickly, efficiently …

Development and initial validation of the duke misophonia questionnaire

MZ Rosenthal, D Anand, C Cassiello-Robbins… - Frontiers in …, 2021 - frontiersin.org
Misophonia is characterized by decreased tolerance and accompanying defensive
motivational system responding to certain aversive sounds and contextual cues associated …

An explanatory mixture IRT model for careless and insufficient effort responding in self‐report measures

E Ulitzsch, SN Yildirim‐Erbasli… - British Journal of …, 2022 - Wiley Online Library
Careless and insufficient effort responding (C/IER) on self‐report measures results in
responses that do not reflect the trait to be measured, thereby posing a major threat to the …

Inattentive responding can induce spurious associations between task behaviour and symptom measures

S Zorowitz, J Solis, Y Niv, D Bennett - Nature human behaviour, 2023 - nature.com
Although online samples have many advantages for psychiatric research, some potential
pitfalls of this approach are not widely understood. Here we detail circumstances in which …

Detecting careless responding in survey data using stochastic gradient boosting

U Schroeders, C Schmidt… - Educational and …, 2022 - journals.sagepub.com
Careless responding is a bias in survey responses that disregards the actual item content,
constituting a threat to the factor structure, reliability, and validity of psychological …

Accounting for careless and insufficient effort responding in large-scale survey data—development, evaluation, and application of a screen-time-based weighting …

E Ulitzsch, HJ Shin, O Lüdtke - Behavior Research Methods, 2024 - Springer
Careless and insufficient effort responding (C/IER) poses a major threat to the quality of
large-scale survey data. Traditional indicator-based procedures for its detection are limited …

A constrained factor mixture model for detecting careless responses that is simple to implement

CCS Kam, SF Cheung - Organizational Research Methods, 2024 - journals.sagepub.com
Using constrained factor mixture models (FMM) for careless response identification is still in
its infancy. Existing models have overly restrictive statistical assumptions that do not identify …

Data quality—concepts and problems

MJ Hassenstein, P Vanella - Encyclopedia, 2022 - mdpi.com
Definition Data Quality is, in essence, understood as the degree to which the data of interest
satisfies the requirements, is free of flaws, and is suited for the intended purpose. Data …

Why do consumers engage in a social media brand community: investigating the effect of psychological empowerment on commitment and loyalty

M Shukla, R Misra, R Gupta - Journal of Consumer Marketing, 2023 - emerald.com
Purpose This study aims to use empowerment theory to examine the relationship between a
user's engagement type (active or passive) and psychological empowerment (intrapersonal …