Abstract
Previous research has shown that long surveys negatively impact response rate and can negatively impact the quality of the data collected through respondent fatigue. Several solutions have been tried including survey design, incentivizing respondents, esthetically enhancing surveys, infusing secondary data and shortening the scales; however, these actions create their own problems that further impact the quality of data. The purpose of this paper is to illustrate the use of a modified version of a commonly used method in medical research, Randomized, Multicenter, Parallel-Arm Research Design. This methodology is proposed as a solution to lengthy surveys in social science research for specific types of applications. Using a typology research example, a survey with 1020+ items was divided (into three parallel arms) using this methodology, given to different respondents (randomly across multiple centers), later recombined and analyzed. Exploratory results demonstrate the potential of the methodology for use in social science research. The most critical element to ensure successful use of this methodology is the creation of relevant inclusion criteria for the samples of interest.
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References
Acuna, E., and C. Rodriguez. 2004. The treatment of missing values and its effect on classifier accuracy. In Classification, clustering, and data mining applications, 639–647. Berlin: Springer.
Andridge, R., and R. Little. 2010. A review of Hot Deck Imputation for survey non-response. International Statistics Review 78 (1): 40–64. https://doi.org/10.1111/j.1751-5823.2010.00103.x.
Angoff, W.H. 1987. Technical and practical issues in equating: A discussion of four papers. Applied Psychological Measurement 11: 291–300.
Angoff, W.H. 1996. Equating. In Educational measurement: Origins, theories, and explications, Theories and applications, vol. 2, ed. A.W. Ward and H.W. Stoker, 259–331. Lanham: University Press of America.
Appel, L.J. 2006. A primer on the design, conduct, and interpretation of clinical trials. Clinical Journal of the American Society of Nephrology 1 (6): 1360–1367.
Axenfeld, J., A. Blom, C. Bruch, and C. Wolf. 2022. Split questionnaire designs for online surveys: The impact of module construction on imputation quality. Journal of Survey Statistics and Methodology 10 (5): 1236–1262. https://doi.org/10.1093/jssam/smab055.
Berdie, D.R. 1973. Questionnaire length and response rate. Journal of Applied Psychology 58 (2): 278–280.
Biner, P.M., and D.L. Barton. 1990. Justifying the enclosure of monetary incentives in mail survey cover letters. Psychology and Marketing 7 (3): 153–162.
Biner, P.M., and H.J. Kidd. 1994. The interactive effects of monetary incentive justification and questionnaire length on mail survey response rates. Psychology and Marketing 11 (5): 483–492.
Boyle, G.J. 1991. Does item homogeneity indicate internal consistency or item redundancy in psychometric scales? Personality and Individual Differences 12: 291–294.
Cattell, R.B. 1973. Personality and mood by questionnaire. San Francisco: Jossey-Bass.
Cattell, R.B. 1978. Scientific use of factor analysis in behavioral and life sciences. New York: Plenum Press.
Childers, T.L., and O.C. Ferrell. 1979. Response rates and perceived questionnaire length in mail surveys. Journal of Marketing Research 16 (3): 429–431.
Childers, T.L., and S.J. Skinner. 1996. Toward a conceptualization of mail survey response behavior. Psychology and Marketing 12 (2): 185–209.
Chipperfield, J.O., and D.G. Steel. 2009. Design and estimation for split questionnaire surveys. Journal of Official Statistics 25 (2): 227–244.
Chipperfield, J.O., and D.G. Steel. 2011. Efficiency of split questionnaire surveys. Journal of Statistical Planning and Inference 141 (5): 1925–1932. https://doi.org/10.1016/j.jspi.2010.12.003.
Durrant, G.B. 2009. Imputation methods for handling item-nonresponse in practice: Methodological issues and recent debates. International Journal of Social Research Methodology 12 (4): 293–304.
Galesic, M., and M. Bosnjak. 2009. Effects of questionnaire length on participation and indicators of response quality in a web survey. Public Opinion Quarterly 73 (2): 349–360.
Ganju, J., and D.V. Mehrotra. 2003. Stratified experiments reexamined with emphasis on multicenter trials. Controlled Clinical Trials 24 (2): 167–181.
Goritz, A.S., and S.C. Luthe. 2013. Lotteries and study results in market research online panels. International Journal of Market Research 55 (5): 611–626.
Hagen, N.A., P.D. Biondo, P. Brasher, and C.R. Stiles. 2011. Formal feasibility studies in palliative care: Why they are important and how to conduct them. Journal of Pain and Symptom Management 42 (2): 278–289.
Helgeson, J.G., K.E. Voss, and W.D. Terpening. 2002. Determinants of mail-survey design factors and respondent factors. Psychology and Marketing 19 (3): 303–328.
Hui, M., A. Joy, C. Kim, and M. Laroche. 1993. Equivalence of lifestyle dimensions across four major subcultures in Canada. Journal of International Consumer Marketing 10 (1): 15–35.
Iannarino, N., and A. Palmer-Wackerly. 2022. Fertility preservation decision-making communication between young adult cancer patients and their romantic partners: An application of the DECIDE typology. Health Communication 37 (6): 778–789. https://doi.org/10.1080/10410236.2020.1868065.
Johnson, E.P., L. Siluk, and S. Tarraf. 2014. Techniques for fusing survey modules: Respondent matching and data imputation. International Journal of Market Research 56 (4): 425–442.
Kereakoglow, S., R. Gelman, and A.H. Partridge. 2013. Evaluating the effects of esthetically enhanced materials compared to standard materials on clinician response rates to a mailed survey. International Journal of Social Research Methodology 16 (4): 301–306.
Kline, P. 1986. A handbook of test construction: Introduction to psychometric design. New York: Methuen.
Little, R.J.A., and D.B. Rubin. 1989. The analysis of social science data with missing values. Sociological Methods and Research 18 (2–3): 292–326.
Localio, A.R., J.A. Berlin, T.R. Ten Have, and S.E. Kimmel. 2001. Adjustments for center in multicenter studies: An overview. Annals of Internal Medicine 135 (2): 112.
Maloney, P., M.J. Grawitch, and L.K. Barber. 2011. Strategic item selection to reduce survey length: Reduction in validity? Consulting Psychology Journal: Practice and Research 63 (3): 162–175.
Petrescu, M., and A.S. Krishen. 2019. Strength in diversity: Methods and analytics. Journal of Marketing Analytics 7 (4): 203–204.
Pfender, E.J., E. Wittenberg, A. Kerr, and J. Goldsmith. 2022. Family communication in Autism Spectrum Disorder: Applying the family caregiver communication typology to parent caregivers, health communication. Health Communication. https://doi.org/10.1080/10410236.2022.2128232.
Porter, S., and M. Whitcomb. 2003. The impact of lottery incentive on student survey response rates. Research in Higher Education 44 (4): 389–407.
Reblin, A., M. Clayton, Kevin John, and L. Ellington. 2016. Addressing methodological challenges in large communication data sets: Collecting and coding longitudinal interactions in home hospice cancer care. Health Communication 31 (7): 789–797. https://doi.org/10.1080/10410236.2014.1000480.
Reynolds, F.D., and M. Crask. 1977. The modern feminine lifestyle. Journal of Marketing 41 (3): 38–45.
Riggs, J.F., S. Widmier, and R.E. Plank. 2016. The impact of pharmaceutical industry salesperson regulations, guidance statements, and laws on their sales behaviours: A taxonomy with managerial insights. International Journal of Pharmaceutical and Healthcare Marketing 10 (2): 161–191. https://doi.org/10.1108/IJPHM-05-2015-0019.
Roszkowski, M.J., and A.G. Bean. 1990. Believe it or not! Longer questionnaires have lower response rates. Journal of Business and Psychology 4 (4): 495–509.
Sarstedt, M., and N.P. Danks. 2021. Prediction in HRM research—A gap between rhetoric and reality. Human Resource Management Journal. https://doi.org/10.1111/1748-8583.12400.
Simon, A. 2014. Using administrative data for constructing sampling frames and replacing data collected through surveys. International Journal of Social Research Methodology 17 (3): 185–196.
Tambor, E.S., G.A. Chase, R.R. Faden, G. Geller, K.J. Hofman, and N.A. Holtzman. 1993. Improving response rates through incentive and follow-up: The effect on a survey of physicians’ knowledge of genetics. American Journal of Public Health 83 (11): 1599–1603.
Van Kenhove, P., K. Wijnen, and K. DeWulf. 2002. The influence of topic involvement on mail-survey response behavior. Psychology and Marketing 19 (3): 293–301.
Wells, W.D., and D. Tigert. 1971. Activities, interests, and opinions. Journal of Advertising Research 11 (4): 27–35.
Winters, L.C. 1992. International psychographics. Marketing Research 4 (3): 48–49.
Young, R.B., and R.G. Javalgi. 2007. International market research: A global project management perspective. Business Horizons 50: 113–122.
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Riggs, J.F., Hale, D., Widmier, S. et al. Randomized, Multicenter, Parallel-Arm (RMPA) research trial design: a potential solution to survey length, response rate and data quality in social science research. J Market Anal 11, 577–586 (2023). https://doi.org/10.1057/s41270-023-00233-7
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DOI: https://doi.org/10.1057/s41270-023-00233-7