A critique of the internship measurement scales in higher education

Aera, 2014 Anderson, 1988, Structural equation modeling in practice: A review and recommended two-step approach, Psychological Bulletin, 103, 411, 10.1037/0033-2909.103.3.411 Andrew, 2011, Research methods and design in sport management Anthoine, 2014, Sample size used to validate a scale: A review of publications on newly-developed patient reported outcomes measures, Health and Quality of Life Outcomes, 12, 2, 10.1186/s12955-014-0176-2 Atkinson, 2016, Work-based learning and work-integrated learning: Fostering engagement with employers Bandalos, 2010, Factor analysis: Exploratory and confirmatory, 93 Beard, 1998, Effects of internship predictors on successful field experience, Journalism and Mass Communication Educator, 53, 42, 10.1177/107769589805300404 Beebe, 2009, Job satisfaction in public relations internships, Public Relations Review, 35, 156, 10.1016/j.pubrev.2008.09.016 Blackmore, 2015 Boateng, 2018, Best practices for developing and validating scales for health, social, and behavioral research: A primer, Frontiers in Public Health, 6 Borsboom, 2005 Boyle, 1991, Does item homogeneity indicate internal consistency or item redundancy in psychometric scales?, Personality and Individual Differences, 12, 291, 10.1016/0191-8869(91)90115-R Brown, 2007, Confirmatory factor analysis for applied research Bruner, 2003, Combating scale proliferation, Journal of Targeting, Measurement and Analysis for Marketing, 11, 362, 10.1057/palgrave.jt.5740091 Cabrera-Nguyen, 2010, Author guidelines for reporting scale development and validation results in the journal of the society for social work and research, Journal of the Society for Social Work and Research, 1, 99, 10.5243/jsswr.2010.8 Clark, 1995, Constructing validity: Basic issues in objective scale development, Psychological Assessment, 7, 309, 10.1037/1040-3590.7.3.309 Comrey, 1992 Conway, 2003, A Review and evaluation of exploratory factor analysis practices in organizational research, Organizational Research Methods, 6, 147, 10.1177/1094428103251541 Costello, 2005, Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis, Practical Assessment, Research and Evaluation, 10, 1 D’abate, 2009, Making the most of an internship: An empirical study of internship satisfaction, The Academy of Management Learning and Education, 8, 527 DeVellis, 2017 Dunn, 1999, Assessing item content-relevance in sport psychology scale-construction research: Issues and recommendations, Measurement in Physical Education and Exercise Science, 3, 15, 10.1207/s15327841mpee0301_2 Eid, 2006, Handbook of multimethod measurement in psychology, 13 Eurobarometer, 2010 Fabrigar, 1999, Evaluating the use of exploratory factor analysis in psychological research, Psychological Methods, 4, 272, 10.1037/1082-989X.4.3.272 Farooq, 2016, Role of structural equation modeling in scale development, Journal of Advances in Management Research, 13, 75, 10.1108/JAMR-05-2015-0037 Flick, 2018 Gault, 2010, Effects of business internships on job marketability: The employers' perspective, Education + Training, 52, 76, 10.1108/00400911011017690 Golafshani, 2003, Understanding reliability and validity in qualitative research, Qualitative Report, 8, 597 Gorsuch, 2015 Groves, 2004, Survey methodology Hackman, 1975, Development of job diagnostic survey (JDS), Journal of Applied Psychology, 60, 159, 10.1037/h0076546 Hackman, 1980, Work redesign and motivation, Professional Psychology, 11, 445, 10.1037/0735-7028.11.3.445 Hancock, 2019 Hardesty, 2004, The use of expert judges in scale development, Journal of Business Research, 57, 98, 10.1016/S0148-2963(01)00295-8 Harzing, 2016, Google scholar, Scopus and the Web of science: A longitudinal and cross-disciplinary comparison, Scientometrics, 106, 787, 10.1007/s11192-015-1798-9 Hattie, 1985, Methodology review: Assessing unidimensionality of tests and items, Applied Psychological Measurement, 9, 139, 10.1177/014662168500900204 Heggestad, 2019, Scale adaptation in organizational science research: A review and best-practice recommendations, Journal of Management, 45, 2596, 10.1177/0149206319850280 Herzberg, 1974, Motivation-hygiene profiles: Pinpointing what ails the organization, Organizational Dynamics, 3, 18, 10.1016/0090-2616(74)90007-2 Hora, 2020, How do students conceptualise the college internship experience? Towards a student-centred approach to designing and implementing internships, Journal of Education and Work, 33, 48, 10.1080/13639080.2019.1708869 Hurley, 1997, Exploratory and confirmatory factor analysis: Guidelines, issues, and alternatives, Journal of Organizational Behavior, 18, 667, 10.1002/(SICI)1099-1379(199711)18:6<667::AID-JOB874>3.0.CO;2-T Hurst, 2012, Conversion intentions of interns: What are the motivating factors?, Education + Training, 54, 504, 10.1108/00400911211254280 Jackson, 2015, Employability skill development in work-integrated learning: Barriers and best practice, Studies in Higher Education, 40, 350, 10.1080/03075079.2013.842221 Jackson, 2021, What actually works to enhance graduate employability? The relative value of curricular, co-curricular, and extra-curricular learning and paid work, Higher Education, 81, 723, 10.1007/s10734-020-00570-x Johnson, 2013, Face validity, 1226 Kaplan, 2018 Kim, 2011, The pilot study in qualitative inquiry: Identifying issues and learning lessons for culturally competent research, Qualitative Social Work, 10, 190, 10.1177/1473325010362001 Kline, 2005 Kyriazos, 2018, Applied psychometrics: Sample size and sample power considerations in factor analysis (EFA, CFA) and SEM in general, Psychology, 2207, 10.4236/psych.2018.98126 Le, 2010, The problem of empirical redundancy of constructs in organizational research: An empirical investigation, Organizational Behavior and Human Decision Processes, 112, 112, 10.1016/j.obhdp.2010.02.003 Liu, 2011, The role of emotional expression and mentoring in internship learning, The Academy of Management Learning and Education, 10, 94, 10.5465/amle.10.1.zqr94 Machi, 2022 Mari, 2013, A quest for the definition of measurement, Measurement, 46, 10.1016/j.measurement.2013.04.039 Marinaş, 2018, Predictors of quality internship programs-the case of Romanian business and administration university education, Sustainability, 10, 10.3390/su10124741 McHugh, 2017, The impact of compensation, supervision and work design on internship efficacy: Implications for educators, employers and prospective interns, Journal of Education and Work, 30, 367, 10.1080/13639080.2016.1181729 Morgado, 2017, Scale development: Ten main limitations and recommendations to improve future research practices, Psicologia: Reflexão e Crítica, 30, 1 Mossman, 2021, Development and initial validation of the life skills scale for sport – transfer scale (LSSS-TS), Psychology of Sport and Exercise, 54, 10.1016/j.psychsport.2021.101906 Narayanan, 2010, Determinants of internship effectiveness: An exploratory model, The Academy of Management Learning and Education, 9, 61 Nghia, 2019, Developing and validating a scale for evaluating internship-related learning outcomes, Higher Education, 77, 10.1007/s10734-018-0251-4 Nunley, 2016, College major, internship experience, and employment opportunities: Estimates from a résumé audit, Labour Economics, 38, 37, 10.1016/j.labeco.2015.11.002 Odio, 2016, Internship characteristics, critical events, and intent to enter the vocation, Sport Management Education Journal, 10, 103, 10.1123/smej.2015-0028 O'Higgins, 2021, What makes for a ‘good’ internship?, 35 O'Higgins, 2018 Osborne, 2008, Sweating the small stuff in educational psychology: How effect size and power reporting failed to change from 1969 to 1999, and what that means for the future of changing practices, Educational Psychology, 28, 151, 10.1080/01443410701491718 Osborne, 2012, Replication analysis in exploratory factor analysis : What it is and why it makes your analysis better, Practical Assessment, Research and Evaluation, 17, 1 Page, 2021, The PRISMA 2020 statement: An updated guideline for reporting systematic reviews, Vol. 372 Pan, 2018, The interplay of proactive personality and internship quality in Chinese university graduates' job search success: The role of career adaptability, Journal of Vocational Behavior, 109, 14, 10.1016/j.jvb.2018.09.003 Paulins, 2008, Characteristics of retailing internships contributing to students' reported satisfaction with career development, Journal of Fashion Marketing and Management: International Journal, 12, 105, 10.1108/13612020810857970 Pedhazur, 1991 Polit, 2008 Prescott, 2020, Analyzing mandatory college internships: Academic effects and implications for curricular design, Studies in Higher Education, 1–16 Price, 2017 Price, 2015 Robinson, 2019 Rose, 2014, Converting interns into regular employees: The role of intern–supervisor exchange, Journal of Vocational Behavior, 84, 153, 10.1016/j.jvb.2013.12.005 Rozeboom, 1966 Salkind, 2010, Content validity Samnani, 2017, Review typology: The basic types of reviews for synthesizing evidence for the purpose of knowledge translation. Pakistan, Journal of the College of Physicians and Surgeons, 27, 635 2002, Assessing health status and quality-of-life instruments: Attributes and review criteria, Quality of Life Research, 11, 193, 10.1023/A:1015291021312 Shaffer, 2016, Tackling the problem of construct proliferation, Organizational Research Methods, 19, 80, 10.1177/1094428115598239 Shook, 2004, An assessment of the use of structural equation modeling in strategic management research, Strategic Management Journal, 25, 397, 10.1002/smj.385 Silva, 2018, The million-dollar question: Can internships boost employment?, Studies in Higher Education, 43, 2, 10.1080/03075079.2016.1144181 Stapleton, 2010, Survey sampling, administration, and analysis, 397 Streiner, 2015 Tabachnick, 2012 Taylor, 2020, Development and initial validation of the Covid stress scales, Journal of Anxiety Disorders, 72, 10.1016/j.janxdis.2020.102232 Tsai, 2017, Career decision self-efficacy plays a crucial role in hospitality undergraduates' internship efficacy and career preparation, Journal of Hospitality, Leisure, Sports and Tourism Education, 21 Wang, 2014, The relationships amongst the intern anxiety, internship outcomes, and career commitment of hospitality college students, Journal of Hospitality, Leisure, Sports and Tourism Education, 15, 86, 10.1016/j.jhlste.2014.06.005 Wan, 2013, A longitudinal study on internship effectiveness in vocational higher education, Educational Review, 65, 36, 10.1080/00131911.2011.634969 Watkins, 2018, Exploratory factor analysis: A guide to best practice, Journal of Black Psychology, 44, 219, 10.1177/0095798418771807 Wood, 2006 Worthington, 2006, Scale development research: A content analysis and recommendations for best practices, The Counseling Psychologist, 34, 806, 10.1177/0011000006288127