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Published in: BMC Medical Research Methodology 1/2021

Open Access 01-12-2021 | Research

Incentive delivery timing and follow-up survey completion in a prospective cohort study of injured children: a randomized experiment comparing prepaid and postpaid incentives

Authors: Morgan M. Millar, Lenora M. Olson, John M. VanBuren, Rachel Richards, Murray M. Pollack, Richard Holubkov, Robert A. Berg, Joseph A. Carcillo, Patrick S. McQuillen, Kathleen L. Meert, Peter M. Mourani, Randall S. Burd

Published in: BMC Medical Research Methodology | Issue 1/2021

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Abstract

Background

Retaining participants over time is a frequent challenge in research studies evaluating long-term health outcomes. This study’s objective was to compare the impact of prepaid and postpaid incentives on response to a six-month follow-up survey.

Methods

We conducted an experiment to compare response between participants randomized to receive either prepaid or postpaid cash card incentives within a multisite study of children under 15 years in age who were hospitalized for a serious, severe, or critical injury. Participants were parents or guardians of enrolled children. The primary outcome was survey response. We also examined whether demographic characteristics were associated with response and if incentive timing influenced the relationship between demographic characteristics and response. We evaluated whether incentive timing was associated with the number of calls needed for contact.

Results

The study enrolled 427 children, and parents of 420 children were included in this analysis. Follow-up survey response did not differ according to the assigned treatment arm, with the percentage of parents responding to the survey being 68.1% for the prepaid incentive and 66.7% with the postpaid incentive. Likelihood of response varied by demographics. Spanish-speaking parents and parents with lower income and lower educational attainment were less likely to respond. Parents of Hispanic/Latino children and children with Medicaid insurance were also less likely to respond. We found no relationship between the assigned incentive treatment and the demographics of respondents compared to non-respondents.

Conclusions

Prepaid and postpaid incentives can obtain similar participation in longitudinal pediatric critical care outcomes research. Incentives alone do not ensure retention of all demographic subgroups. Strategies for improving representation of hard-to-reach populations are needed to address health disparities and ensure the generalizability of studies using these results.
Appendix
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Literature
2.
go back to reference Galea S, Tracy M. Participation rates in epidemiologic studies. Ann Epidemiol. 2007;17(9):643–53.PubMedCrossRef Galea S, Tracy M. Participation rates in epidemiologic studies. Ann Epidemiol. 2007;17(9):643–53.PubMedCrossRef
3.
go back to reference Marcellus L. Are we missing anything? Pursuing research on attrition. Can J Nurs Res. 2004;36(3):82–98.PubMed Marcellus L. Are we missing anything? Pursuing research on attrition. Can J Nurs Res. 2004;36(3):82–98.PubMed
4.
go back to reference Gustavson K, von Soest T, Karevold E, Røysamb E. Attrition and generalizability in longitudinal studies: findings from a 15-year population-based study and a Monte Carlo simulation study. BMC Public Health. 2012;12:e918.CrossRef Gustavson K, von Soest T, Karevold E, Røysamb E. Attrition and generalizability in longitudinal studies: findings from a 15-year population-based study and a Monte Carlo simulation study. BMC Public Health. 2012;12:e918.CrossRef
5.
go back to reference McDonald B, Haardoerfer R, Windle M, Goodman M, Berg C. Implications of attrition in a longitudinal web-based survey: an examination of college students participating in a tobacco use study. JMIR Public Health Surveill. 2017;3(4):e73.PubMedPubMedCentralCrossRef McDonald B, Haardoerfer R, Windle M, Goodman M, Berg C. Implications of attrition in a longitudinal web-based survey: an examination of college students participating in a tobacco use study. JMIR Public Health Surveill. 2017;3(4):e73.PubMedPubMedCentralCrossRef
6.
go back to reference Brilleman SL, Pachana NA, Dobson AJ. The impact of attrition on the representativeness of cohort studies of older people. BMC Med Res Methodol. 2010;10:71.PubMedPubMedCentralCrossRef Brilleman SL, Pachana NA, Dobson AJ. The impact of attrition on the representativeness of cohort studies of older people. BMC Med Res Methodol. 2010;10:71.PubMedPubMedCentralCrossRef
7.
go back to reference Watson N, Wooden M. Identifying factors affecting longitudinal survey response. In: Lynn P, editor. Methodology of longitudinal surveys. West Sussex: Wiley; 2009. p. 157–82.CrossRef Watson N, Wooden M. Identifying factors affecting longitudinal survey response. In: Lynn P, editor. Methodology of longitudinal surveys. West Sussex: Wiley; 2009. p. 157–82.CrossRef
8.
go back to reference Satherley N, Milojev P, Greaves LM, Huang Y, Osborne D, Bulbulia J, et al. Demographic and psychological predictors of panel attrition: evidence from the New Zealand attitudes and values study. PLoS ONE. 2015;10(3):e0121950.PubMedPubMedCentralCrossRef Satherley N, Milojev P, Greaves LM, Huang Y, Osborne D, Bulbulia J, et al. Demographic and psychological predictors of panel attrition: evidence from the New Zealand attitudes and values study. PLoS ONE. 2015;10(3):e0121950.PubMedPubMedCentralCrossRef
9.
go back to reference Brueton VC, Tierney JF, Stenning S, Meredith S, Harding S, Nazareth I, et al. Strategies to improve retention in randomised trials: A Cochrane systematic review and meta-analysis. BMJ Open. 2014;4(2):e003821.PubMedPubMedCentralCrossRef Brueton VC, Tierney JF, Stenning S, Meredith S, Harding S, Nazareth I, et al. Strategies to improve retention in randomised trials: A Cochrane systematic review and meta-analysis. BMJ Open. 2014;4(2):e003821.PubMedPubMedCentralCrossRef
10.
go back to reference Teague S, Youssef GJ, Macdonald JA, Sciberras E, Shatte A, Fuller-Tyszkiewicz M, et al. Retention strategies in longitudinal cohort studies: A systematic review and meta-analysis. BMC Med Res Methodol. 2018;18(1):151.PubMedPubMedCentralCrossRef Teague S, Youssef GJ, Macdonald JA, Sciberras E, Shatte A, Fuller-Tyszkiewicz M, et al. Retention strategies in longitudinal cohort studies: A systematic review and meta-analysis. BMC Med Res Methodol. 2018;18(1):151.PubMedPubMedCentralCrossRef
11.
go back to reference Booker CL, Harding S, Benzeval M. A systematic review of the effect of retention methods in population-based cohort studies. BMC Public Health. 2011;11(1):249.PubMedPubMedCentralCrossRef Booker CL, Harding S, Benzeval M. A systematic review of the effect of retention methods in population-based cohort studies. BMC Public Health. 2011;11(1):249.PubMedPubMedCentralCrossRef
12.
go back to reference Robinson KA, Dinglas VD, Sukrithan V, Yalamanchilli R, Mendez-Tellez PA, Dennison-Himmelfarb C, et al. Updated systematic review identifies substantial number of retention strategies: using more strategies retains more study participants. J Clin Epidemiol. 2015;68(12):1481–7.PubMedPubMedCentralCrossRef Robinson KA, Dinglas VD, Sukrithan V, Yalamanchilli R, Mendez-Tellez PA, Dennison-Himmelfarb C, et al. Updated systematic review identifies substantial number of retention strategies: using more strategies retains more study participants. J Clin Epidemiol. 2015;68(12):1481–7.PubMedPubMedCentralCrossRef
13.
go back to reference Morgan AJ, Rapee RM, Bayer JK. Increasing response rates to follow-up questionnaires in health intervention research: randomized controlled trial of a gift card prize incentive. Clin Trials. 2017;14(4):381–6.PubMedCrossRef Morgan AJ, Rapee RM, Bayer JK. Increasing response rates to follow-up questionnaires in health intervention research: randomized controlled trial of a gift card prize incentive. Clin Trials. 2017;14(4):381–6.PubMedCrossRef
14.
go back to reference Mercer A, Caporaso A, Cantor D, Townsend R. How much gets you how much? Monetary incentives and response rates in household surveys. Public Opin Q. 2015;79(1):105–29.CrossRef Mercer A, Caporaso A, Cantor D, Townsend R. How much gets you how much? Monetary incentives and response rates in household surveys. Public Opin Q. 2015;79(1):105–29.CrossRef
16.
go back to reference Church AH. Estimating the effect of incentives on mail survey response rates: a meta-analysis. Public Opin Q. 1993;57(1):62–79.CrossRef Church AH. Estimating the effect of incentives on mail survey response rates: a meta-analysis. Public Opin Q. 1993;57(1):62–79.CrossRef
17.
go back to reference Singer E, Ye C. The use and effects of incentives in surveys. Ann Am Acad Pol Soc Sci. 2013;645(1):112–41.CrossRef Singer E, Ye C. The use and effects of incentives in surveys. Ann Am Acad Pol Soc Sci. 2013;645(1):112–41.CrossRef
18.
go back to reference Fumagalli L, Laurie H, Lynn P. Experiments with methods to reduce attrition in longitudinal surveys. J R Stat Soc Ser A Stat Soc. 2013;176(2):499–519.CrossRef Fumagalli L, Laurie H, Lynn P. Experiments with methods to reduce attrition in longitudinal surveys. J R Stat Soc Ser A Stat Soc. 2013;176(2):499–519.CrossRef
19.
go back to reference Laurie H, Lynn P. The use of respondent incentives on longitudinal surveys. In: Lynn P, editor. Methodology of longitudinal surveys. West Sussex: Wiley; 2009. p. 205–33.CrossRef Laurie H, Lynn P. The use of respondent incentives on longitudinal surveys. In: Lynn P, editor. Methodology of longitudinal surveys. West Sussex: Wiley; 2009. p. 205–33.CrossRef
20.
go back to reference Kretschmer S, Muller G. The wave 6 NEPS adult incentive experiment. Methoden Daten Anal. 2017;11(1):7–28. Kretschmer S, Muller G. The wave 6 NEPS adult incentive experiment. Methoden Daten Anal. 2017;11(1):7–28.
21.
go back to reference Young B, Bedford L, das Nair R, Gallant S, Littleford R, JFR R, et al. Unconditional and conditional monetary incentives to increase response to mailed questionnaires: a randomized controlled study within a trial (SWAT). J Eval Clin Pract. 2020;26(3):893–902.PubMedCrossRef Young B, Bedford L, das Nair R, Gallant S, Littleford R, JFR R, et al. Unconditional and conditional monetary incentives to increase response to mailed questionnaires: a randomized controlled study within a trial (SWAT). J Eval Clin Pract. 2020;26(3):893–902.PubMedCrossRef
22.
go back to reference LaRose R, Tsai H-YS. Completion rates and non-response error in online surveys: Comparing sweepstakes and pre-paid cash incentives in studies of online behavior. Comput Human Behav. 2014;34:110–9.CrossRef LaRose R, Tsai H-YS. Completion rates and non-response error in online surveys: Comparing sweepstakes and pre-paid cash incentives in studies of online behavior. Comput Human Behav. 2014;34:110–9.CrossRef
23.
go back to reference Lesser VM, Dillman DA, Carlson J, Lorenz F, Mason R, Willits F. Quantifying the influence of incentives on mail survey response rates and their effects on nonresponse error. Atlanta: Annual meeting of the American Statistical Association; 2001. Lesser VM, Dillman DA, Carlson J, Lorenz F, Mason R, Willits F. Quantifying the influence of incentives on mail survey response rates and their effects on nonresponse error. Atlanta: Annual meeting of the American Statistical Association; 2001.
24.
go back to reference Petrolia DR, Bhattacharjee S. Revisiting incentive effects: evidence from a random-sample mail survey on consumer preferences for fuel ethanol. Public Opin Q. 2009;73(3):537–50.CrossRef Petrolia DR, Bhattacharjee S. Revisiting incentive effects: evidence from a random-sample mail survey on consumer preferences for fuel ethanol. Public Opin Q. 2009;73(3):537–50.CrossRef
25.
go back to reference Parsons NL, Manierre MJ. Investigating the relationship among prepaid token incentives, response rates, and nonresponse bias in a web survey. Field Method. 2014;26(2):191–204.CrossRef Parsons NL, Manierre MJ. Investigating the relationship among prepaid token incentives, response rates, and nonresponse bias in a web survey. Field Method. 2014;26(2):191–204.CrossRef
26.
go back to reference Teixeira R, Queiroga AC, Freitas AI, Lorthe E, Santos AC, Moreira C, et al. Completeness of retention data and determinants of attrition in birth cohorts of very preterm infants: a systematic review. Front Pediatr. 2021;9:529733.PubMedPubMedCentralCrossRef Teixeira R, Queiroga AC, Freitas AI, Lorthe E, Santos AC, Moreira C, et al. Completeness of retention data and determinants of attrition in birth cohorts of very preterm infants: a systematic review. Front Pediatr. 2021;9:529733.PubMedPubMedCentralCrossRef
27.
go back to reference Lipps O. Effects of different incentives on attrition and fieldwork effort in telephone household panel surveys. Surv Res Methods. 2010;4:81–90. Lipps O. Effects of different incentives on attrition and fieldwork effort in telephone household panel surveys. Surv Res Methods. 2010;4:81–90.
28.
go back to reference Becker R, Glauser D. Are prepaid monetary incentives sufficient for reducing panel attrition and optimizing the response rate? An experiment in the context of a multi-wave panel with a sequential mixed-mode design. Bull Methodol Sociol. 2018;139(1):74–95.CrossRef Becker R, Glauser D. Are prepaid monetary incentives sufficient for reducing panel attrition and optimizing the response rate? An experiment in the context of a multi-wave panel with a sequential mixed-mode design. Bull Methodol Sociol. 2018;139(1):74–95.CrossRef
29.
go back to reference Pollack MM, Holubkov R, Glass P, Dean JM, Meert KL, Zimmerman J, et al. Functional status scale: new pediatric outcome measure. Pediatrics. 2009;124(1):e18–28.PubMedCrossRef Pollack MM, Holubkov R, Glass P, Dean JM, Meert KL, Zimmerman J, et al. Functional status scale: new pediatric outcome measure. Pediatrics. 2009;124(1):e18–28.PubMedCrossRef
31.
go back to reference Harris PA, Taylor R, Minor BL, Elliott V, Fernandez M, O’Neal L, McLeod L, Delacqua G, Delacqua F, Kirby J, et al. The REDCap consortium: Building an international community of software platform partners. J Biomed Inform. 2019;95:103208.PubMedPubMedCentralCrossRef Harris PA, Taylor R, Minor BL, Elliott V, Fernandez M, O’Neal L, McLeod L, Delacqua G, Delacqua F, Kirby J, et al. The REDCap consortium: Building an international community of software platform partners. J Biomed Inform. 2019;95:103208.PubMedPubMedCentralCrossRef
32.
go back to reference Watson RS, Choong K, Colville G, Crow S, Dervan LA, Hopkins RO, et al. Life after critical illness in children-toward an understanding of pediatric post-intensive care syndrome. J Pediatr. 2018;198:16–24.PubMedCrossRef Watson RS, Choong K, Colville G, Crow S, Dervan LA, Hopkins RO, et al. Life after critical illness in children-toward an understanding of pediatric post-intensive care syndrome. J Pediatr. 2018;198:16–24.PubMedCrossRef
33.
go back to reference Pinto NP, Rhinesmith EW, Kim TY, Ladner PH, Pollack MM. Long-term function after pediatric critical illness: results from the Survivor Outcomes Study. Pediatr Crit Care Med. 2017;18(3):e122–e30.PubMedCrossRef Pinto NP, Rhinesmith EW, Kim TY, Ladner PH, Pollack MM. Long-term function after pediatric critical illness: results from the Survivor Outcomes Study. Pediatr Crit Care Med. 2017;18(3):e122–e30.PubMedCrossRef
34.
go back to reference Becker R, Möser S, Glauser D. Cash vs. vouchers vs. gifts in web surveys of a mature panel study––main effects in a long-term incentives experiment across three panel waves. Soc Sci Res. 2019;81:221–34.PubMedCrossRef Becker R, Möser S, Glauser D. Cash vs. vouchers vs. gifts in web surveys of a mature panel study––main effects in a long-term incentives experiment across three panel waves. Soc Sci Res. 2019;81:221–34.PubMedCrossRef
35.
go back to reference Pace LE, Lee YS, Tung N, Hamilton JG, Gabriel C, Raja SC, et al. Comparison of up-front cash cards and checks as incentives for participation in a clinician survey: a study within a trial. BMC Med Res Methodol. 2020;20(1):210.PubMedPubMedCentralCrossRef Pace LE, Lee YS, Tung N, Hamilton JG, Gabriel C, Raja SC, et al. Comparison of up-front cash cards and checks as incentives for participation in a clinician survey: a study within a trial. BMC Med Res Methodol. 2020;20(1):210.PubMedPubMedCentralCrossRef
36.
go back to reference Avdeyeva OA, Matland RE. An experimental test of mail surveys as a tool for social inquiry in Russia. Int J Public Opin Res. 2012;25(2):173–94.CrossRef Avdeyeva OA, Matland RE. An experimental test of mail surveys as a tool for social inquiry in Russia. Int J Public Opin Res. 2012;25(2):173–94.CrossRef
37.
go back to reference Natale JE, Lebet R, Joseph JG, Ulysse C, Ascenzi J, Wypij D, et al. Racial and ethnic disparities in parental refusal of consent in a large, multisite pediatric critical care clinical trial. J Pediatr. 2017;184:204–8.PubMedCrossRef Natale JE, Lebet R, Joseph JG, Ulysse C, Ascenzi J, Wypij D, et al. Racial and ethnic disparities in parental refusal of consent in a large, multisite pediatric critical care clinical trial. J Pediatr. 2017;184:204–8.PubMedCrossRef
38.
go back to reference Cui Z, Truesdale KP, Robinson TN, Pemberton V, French SA, Escarfuller J, et al. Recruitment strategies for predominantly low-income, multi-racial/ethnic children and parents to 3-year community-based intervention trials: Childhood obesity prevention and treatment research (coptr) consortium. Trials. 2019;20(1):296.PubMedPubMedCentralCrossRef Cui Z, Truesdale KP, Robinson TN, Pemberton V, French SA, Escarfuller J, et al. Recruitment strategies for predominantly low-income, multi-racial/ethnic children and parents to 3-year community-based intervention trials: Childhood obesity prevention and treatment research (coptr) consortium. Trials. 2019;20(1):296.PubMedPubMedCentralCrossRef
39.
go back to reference George S, Duran N, Norris K. A systematic review of barriers and facilitators to minority research participation among African Americans, Latinos, Asian Americans, and Pacific Islanders. Am J Public Health. 2014;104(2):e16–31.PubMedPubMedCentralCrossRef George S, Duran N, Norris K. A systematic review of barriers and facilitators to minority research participation among African Americans, Latinos, Asian Americans, and Pacific Islanders. Am J Public Health. 2014;104(2):e16–31.PubMedPubMedCentralCrossRef
40.
41.
go back to reference Kaiser BL, Thomas GR, Bowers BJ. A case study of engaging hard-to-reach participants in the research process: community advisors on research design and strategies (CARDS)®. Res Nurs Health. 2017;40(1):70–9.PubMedCrossRef Kaiser BL, Thomas GR, Bowers BJ. A case study of engaging hard-to-reach participants in the research process: community advisors on research design and strategies (CARDS)®. Res Nurs Health. 2017;40(1):70–9.PubMedCrossRef
42.
go back to reference Paskett ED, Reeves KW, McLaughlin JM, Katz ML, McAlearney AS, Ruffin MT, et al. Recruitment of minority and underserved populations in the united states: The centers for population health and health disparities experience. Contemporary Clinical Trials. 2008;29(6):847–61.PubMedPubMedCentralCrossRef Paskett ED, Reeves KW, McLaughlin JM, Katz ML, McAlearney AS, Ruffin MT, et al. Recruitment of minority and underserved populations in the united states: The centers for population health and health disparities experience. Contemporary Clinical Trials. 2008;29(6):847–61.PubMedPubMedCentralCrossRef
43.
go back to reference Varni JW, Limbers CA, Burwinkle TM. Parent proxy-report of their children’s health-related quality of life: An analysis of 13,878 parents’ reliability and validity across age subgroups using the PedsQL 4.0 generic core scales. Health Qual Life Outcomes. 2007;5:2.PubMedPubMedCentralCrossRef Varni JW, Limbers CA, Burwinkle TM. Parent proxy-report of their children’s health-related quality of life: An analysis of 13,878 parents’ reliability and validity across age subgroups using the PedsQL 4.0 generic core scales. Health Qual Life Outcomes. 2007;5:2.PubMedPubMedCentralCrossRef
44.
go back to reference Schor EL. Family pediatrics: report of the task force on the family. Pediatrics. 2003;111(6 Pt 2):1541–71.PubMed Schor EL. Family pediatrics: report of the task force on the family. Pediatrics. 2003;111(6 Pt 2):1541–71.PubMed
45.
46.
go back to reference Wiant K, Geisen E, Creel D, Willis G, Freedman A, de Moor J, et al. Risks and rewards of using prepaid vs. Postpaid incentive checks on a survey of physicians. BMC Med Res Methodol. 2018;18(1):104.PubMedPubMedCentralCrossRef Wiant K, Geisen E, Creel D, Willis G, Freedman A, de Moor J, et al. Risks and rewards of using prepaid vs. Postpaid incentive checks on a survey of physicians. BMC Med Res Methodol. 2018;18(1):104.PubMedPubMedCentralCrossRef
47.
go back to reference Dillman DA, Smyth JD, Christian LM. Internet, phone, mail, and mixed-mode surveys: the tailored design method. 4th ed. Hoboken: Wiley; 2014. Dillman DA, Smyth JD, Christian LM. Internet, phone, mail, and mixed-mode surveys: the tailored design method. 4th ed. Hoboken: Wiley; 2014.
48.
go back to reference Patel MX, Doku V, Tennakoon L. Challenges in recruitment of research participants. Adv Psychiatr Treat. 2003;9(3):229–38.CrossRef Patel MX, Doku V, Tennakoon L. Challenges in recruitment of research participants. Adv Psychiatr Treat. 2003;9(3):229–38.CrossRef
49.
go back to reference Wu V, Abo-Sido N, Espinola JA, Tierney CN, Tedesco KT, Sullivan AF, et al. Predictors of successful telephone follow-up in a multicenter study of infants with severe bronchiolitis. Ann Epidemiol. 2017;27(7):454–8.PubMedPubMedCentralCrossRef Wu V, Abo-Sido N, Espinola JA, Tierney CN, Tedesco KT, Sullivan AF, et al. Predictors of successful telephone follow-up in a multicenter study of infants with severe bronchiolitis. Ann Epidemiol. 2017;27(7):454–8.PubMedPubMedCentralCrossRef
50.
go back to reference Young AF, Powers JR, Bell SL. Attrition in longitudinal studies: Who do you lose? Aust N Z J Public Health. 2006;30(4):353–61.PubMedCrossRef Young AF, Powers JR, Bell SL. Attrition in longitudinal studies: Who do you lose? Aust N Z J Public Health. 2006;30(4):353–61.PubMedCrossRef
Metadata
Title
Incentive delivery timing and follow-up survey completion in a prospective cohort study of injured children: a randomized experiment comparing prepaid and postpaid incentives
Authors
Morgan M. Millar
Lenora M. Olson
John M. VanBuren
Rachel Richards
Murray M. Pollack
Richard Holubkov
Robert A. Berg
Joseph A. Carcillo
Patrick S. McQuillen
Kathleen L. Meert
Peter M. Mourani
Randall S. Burd
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Medical Research Methodology / Issue 1/2021
Electronic ISSN: 1471-2288
DOI
https://doi.org/10.1186/s12874-021-01421-8

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