The Problem with Online Data Collection: Predicting Invalid Responding in Undergraduate Samples

被引:25
作者
Al-Salom, Patricia [1 ]
Miller, Carlin J. [1 ]
机构
[1] Univ Windsor, Dept Psychol, 401 Sunset Ave, Windsor, ON N94, Canada
关键词
Online research; Data validity; Undergraduate students; PSYCHOLOGICAL DISTRESS; COLLEGE-STUDENTS; VALIDITY; RELIABILITY; INTERNET; POPULATIONS; SCALE;
D O I
10.1007/s12144-017-9674-9
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The popularity of online research is increasing, but the validity of the results obtained is not yet clear. The purpose of this study was to examine some of the factors that influence the validity of computerized data collection in an undergraduate sample. Participants were 99 university students randomly assigned to one of three data collection conditions: online survey platform, in-person computerized survey platform, and in-person pencil-and-paper survey. Results suggest self-reported inattention symptoms, exposure to more stressors, and computerized platforms predicted more invalid responding. In contrast, personality, self-reported impulsivity symptoms, and shorter completion times did not predict invalid responding. Overall, more than half of the participants failed at least one validity check and 11% failed three or more validity checks. Researchers, particularly those working with undergraduate samples, should consider implementing procedures to ensure the data collected online are valid.
引用
收藏
页码:1258 / 1264
页数:7
相关论文
共 35 条
[1]   The prevalence of elevated psychological distress among Canadian undergraduates: Findings from the 1998 Canadian Campus Survey [J].
Adlaf, EM ;
Gliksman, L ;
Demers, A ;
Newton-Taylor, B .
JOURNAL OF AMERICAN COLLEGE HEALTH, 2001, 50 (02) :67-72
[2]   Diagnosis and evaluation of adults with attention-deficit/hyperactivity disorder [J].
Adler, L ;
Cohen, J .
PSYCHIATRIC CLINICS OF NORTH AMERICA, 2004, 27 (02) :187-+
[3]   THE RELIABILITY OF SURVEY ATTITUDE MEASUREMENT - THE INFLUENCE OF QUESTION AND RESPONDENT ATTRIBUTES [J].
ALWIN, DF ;
KROSNICK, JA .
SOCIOLOGICAL METHODS & RESEARCH, 1991, 20 (01) :139-181
[4]   Electronic survey methodology: A case study in reaching hard-to-involve Internet users [J].
Andrews, D ;
Nonnecke, B ;
Preece, J .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2003, 16 (02) :185-210
[5]   Seriousness checks are useful to improve data validity in online research [J].
Aust, Frederik ;
Diedenhofen, Birk ;
Ullrich, Sebastian ;
Musch, Jochen .
BEHAVIOR RESEARCH METHODS, 2013, 45 (02) :527-535
[6]   Subthreshold attention deficit hyperactivity in children and adolescents: a systematic review [J].
Balazs, Judit ;
Kereszteny, Agnes .
EUROPEAN CHILD & ADOLESCENT PSYCHIATRY, 2014, 23 (06) :393-408
[7]   Hidden Populations, Online Purposive Sampling, and External Validity: Taking off the Blindfold [J].
Barratt, Monica J. ;
Ferris, Jason A. ;
Lenton, Simon .
FIELD METHODS, 2015, 27 (01) :3-21
[8]   Online Administration of Questionnaires Assessing Psychological, Physical, and Sexual Aggression: Establishing Psychometric Equivalence [J].
Brock, Rebecca L. ;
Barry, Robin A. ;
Lawrence, Erika ;
Rolffs, Jaci ;
Cerretani, Jodi ;
Zarling, Amie .
PSYCHOLOGY OF VIOLENCE, 2015, 5 (03) :294-304
[9]   Engineering human cooperation - Does involuntary neural activation increase public goods contributions? [J].
Burnham, Terence C. ;
Hare, Brian .
HUMAN NATURE-AN INTERDISCIPLINARY BIOSOCIAL PERSPECTIVE, 2007, 18 (02) :88-108
[10]   Online versus offline: The Web as a medium for response time data collection [J].
Chetverikov, Andrey ;
Upravitelev, Philipp .
BEHAVIOR RESEARCH METHODS, 2016, 48 (03) :1086-1099