Using Social Media to Recruit Participants for Scholarly Research: Lessons from African Female Immigrants in the United States

References

• Amon, K. L., Campbell, A. J., Hawke, C., & Steinbeck, K. (2014). Facebook as a recruitment tool for adolescent health research: A systematic review. Academic Pediatrics, 14(5), 439–447.
   PubMed Web of Science ®Google Scholar
• Amon, K. L., Paxton, K., Klineberg, E., Riley, L., Hawke, C., & Steinbeck, K. (2016). Insights into Facebook Pages: An early adolescent health research study page targeted at parents. International Journal of Adolescent Medicine and Health, 28(1), 69–77.
   PubMedGoogle Scholar
• Andrade, C. (2021). The inconvenient truth about convenience and purposive samples. Indian Journal of Psychological Medicine, 43(1), 86–88.
   PubMedGoogle Scholar
• Atkinson, R., & Flint, J. (2001). Accessing hidden and hard-to-reach populations: Snowball research strategies. Social Research Update, 33(1), 1–4.
   Google Scholar
• Bailey, K. D. (1994). Methods of social research. In J. Penrod, D. B. Preston, R. E. Cain, & M. T. Starks (Eds.), A discussion of chain referral as a method of sampling hard-to-reach populations. Journal of Transcultural Nursing (vol. 2, pp. 100–107). New York: Free Press.
   Google Scholar
• Batalova, J., & Alperin, E. (2018). Immigrants in the U.S. states with the fasted growing foreign-born populations. https://www.migrationpolicy.org/article/immigrants-us-states-fastest-growing-foreign-born-populations#CountriesOrigin.
   Google Scholar
• Biernacki, P., & Waldorf, D. (1981). Snowball sampling. Problems and techniques of chain referral sampling. Sociological Methods & Research, 10(2), 141–163.
   Web of Science ®Google Scholar
• Cahill, T. J., Wertz, B., Zhong, Q., Parlato, A., Donegan, J., Forman, R., … Wang, C. (2019). The search for consumers of web-based raw DNA interpretation services: Using social media to target hard-to-reach populations. Journal of Medical Internet Research, 21(7), e12980.
   PubMed Web of Science ®Google Scholar
• Chen, Y., Sherren, K., Smit, M., & Lee, K. Y. (2021). Using social media images as data in social science research. New Media & Society, DOI: https://doi.org/10.1177/14614448211038761.
   Google Scholar
• Chenane, J. L., Wu, J., & Song, J. H. L. (2017). African and Non-African refugees' perceptions of police: A study of two American cities. African Journal of Criminology and Justice Studies: AJCJS, 10(1), 18.
   Google Scholar
• Chu, D. C., & Song, J. H. L. (2008). Chinese immigrants' perceptions of the police in Toronto, Canada. Policing: An International Journal of Police Strategies & Management, 31(4), 610–630.
   Web of Science ®Google Scholar
• Chu, D. C., & Song, J. H. L. (2015). A comparison of Chinese immigrants’ perceptions of the police in New York City and Toronto. Crime & Delinquency, 61(3), 402–427.
   Web of Science ®Google Scholar
• Chu, D., Song, J. H. L., & Dombrink, J. (2005). Chinese immigrants’ perceptions of the police in New York City. International Criminal Justice Review, 15(2), 101–114.
   Google Scholar
• Cohen, N., & Arieli, T. (2011). Field research in conflict environments: Methodological challenges and snowball sampling. Journal of Peace Research, 48(4), 423–435.
   Web of Science ®Google Scholar
• Connor, P. (2018). International migration from sub-Saharan Africa has grown dramatically since 2010. https://www.pewresearch.org/fact-tank/2018/02/28/international-migration-from-sub-saharan-africa-has-grown-dramatically-since-2010/.
   Google Scholar
• Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Thousand Oak, California: Sage Publications.
   Google Scholar
• Ellis, B. H., Lincoln, A. K., Abdi, S. M., Nimmons, E. A., Issa, O., & Decker, S. H. (2020). We all have stories” black Muslim immigrants’ experience with the police. Race and Justice, 10(3), 341–362.
   Web of Science ®Google Scholar
• Erickson, B. H. (1979). Some problems of inference from chain data. Sociological Methodology, 10, 276–302.
   Google Scholar
• Etikan, I., Musa, S. A., & Alkassim, R. S. (2016). Comparison of convenience sampling and purposive sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1–4.
   Google Scholar
• Faugier, J., & Sargeant, M. (1997). Sampling hard to reach populations. Journal of Advanced Nursing, 26(4), 790–797. doi:10.1046/j.1365-2648.1997.00371.x
   PubMed Web of Science ®Google Scholar
• Ferri, C. P., Gossop, M., & Laranjeira, R. R. (2001). High dose cocaine use in Sao Paulo: A comparison of treatment and community samples. Substance Use and Misuse, 36, 237–255.
   PubMed Web of Science ®Google Scholar
• Gelinas, L., Pierce, R., Winkler, S., Cohen, I. G., Lynch, H. F., & Bierer, B. E. (2017). Using social media as a research recruitment tool: ethical issues and recommendations. The American Journal of Bioethics, 17(3), 3–14.
   PubMed Web of Science ®Google Scholar
• Glen, S. (2014). “Snowball sampling: definition, advantages and disadvantages”. From StatisticsHowTo.com: Elementary Statistics for the rest of us! https://www.statisticshowto.com/snowball-sampling/
   Google Scholar
• Gorman, J. R., Roberts, S. C., Dominick, S. A., Malcarne, V. L., Dietz, A. C., & Su, H. I. (2014). A diversified recruitment approach incorporating social media leads to research participation among young adult-aged female cancer survivors. Journal of Adolescent and Young Adult Oncology, 3(2), 59–65.
   PubMed Web of Science ®Google Scholar
• Griffith, D. A., Morris, E. S., & Thakar, V. (2016). Spatial autocorrelation and qualitative sampling: The case of snowball type sampling designs. Annals of the American Association of Geographers, 106(4), 773–787.
   Web of Science ®Google Scholar
• Guillory, J., Wiant, K. F., Farrelly, M., Fiacco, L., Alam, I., Hoffman, L., … Alexander, T. N. (2018). Recruiting hard-to-reach populations for survey research: Using Facebook and Instagram advertisements and in-person intercept in LGBT bars and nightclubs to recruit LGBT young adults. Journal of Medical Internet Research, 20(6), e197.
   PubMed Web of Science ®Google Scholar
• Hendricks, V. M., & Blanken, P. (1992). Snowball sampling: theoretical and practical considerations. Snowball Sampling: A Pilot Study on Cocaine Use, 17–35.
   Google Scholar
• Hunt, G., & Joe-Laidler, K. (2001). Situations of violence in the lives of girl gang members. Health Care for Women International, 22(4), 363–384. doi:10.1080/07399330117165
   PubMedGoogle Scholar
• Ince, B. Ü., Cuijpers, P., van't Hof, E., & Riper, H. (2014). Reaching and recruiting Turkish migrants for a clinical trial through Facebook: A process evaluation. Internet Interventions., 1(2), 74–83.
   Google Scholar
• Jagsi, R., Motomura, A. R., Amarnath, S., Jankovic, A., Sheets, N., & Ubel, P. A. (2009). Under‐ representation of women in high‐impact published clinical cancer research. Cancer: Interdisciplinary International Journal of the American Cancer Society, 115(14), 3293–3301.
   Google Scholar
• Kabuiku, J. (2017). Immigrating to Northeast America: The Kenyan immigrant's experience. Journal of Social, Behavioral, and Health Sciences, 11(1), 96–114.
   Google Scholar
• Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59–68.
   Web of Science ®Google Scholar
• Kayrouz, R., Dear, B. F., Karin, E., & Titov, N. (2016). Facebook as an effective recruitment strategy for mental health research of hard to reach populations. Internet Interventions, 4, 1–10. doi:10.1016/j.invent.2016.01.001
   PubMedGoogle Scholar
• King, D. B., O'Rourke, N., & DeLongis, A. (2014). Social media recruitment and online data collection: A beginner’s guide and best practices for accessing low-prevalence and hard-to-reach populations. Canadian Psychology/Psychologie Canadienne, 55(4), 240.
   Web of Science ®Google Scholar
• Lahman, M. K., Mendoza, B. M., Rodriguez, K. L., & Schwartz, J. L. (2011). Undocumented research participants: Ethics and protection in a time of fear. Hispanic Journal of Behavioral Sciences, 33(3), 304–322.
   Web of Science ®Google Scholar
• Lepkowski, J. M. (1991). Sampling the difficult-to-sample. The Journal of Nutrition, 121(3), 416–423. doi:10.1093/jn/121.3.416
   PubMed Web of Science ®Google Scholar
• Levine, D., Madsen, A., Wright, E., Barar, R. E., Santelli, J., & Bull, S. (2011). Formative research on MySpace: online methods to engage hard-to-reach populations. Journal of Health Communication, 16(4), 448–454.
   PubMed Web of Science ®Google Scholar
• Magnani, R., Sabin, K., Saidel, T., & Heckathorn, D. (2005). Review of sampling hard-to-reach and hidden populations for HIV surveillance. AIDS, 19(Suppl. 2), 67–72.
   PubMed Web of Science ®Google Scholar
• Manji, K., Hanefeld, J., Vearey, J., Walls, H., & de Gruchy, T. (2021). Using WhatsApp messenger for health systems research: a scoping review of available literature. Health Policy and Planning, 36(5), 774–789.
   Web of Science ®Google Scholar
• Marpsat, M., & Razafindratsima, N. (2010). Survey methods for hard-to-reach populations: Introduction to the special issue. Methodological Innovations Online, 5(2), 3–16.
   Google Scholar
• Martinez Jr, R. (2014). Latino homicide: Immigration, violence, and community. New York, NY:Routledge.
   Google Scholar
• Martinez, O., Wu, E., Shultz, A. Z., Capote, J., Rios, J. L., Sandfort, T., … Rhodes, S. D. (2014). Still a hard-to-reach population? Using social media to recruit Latino gay couples for an HIV intervention adaptation study. Journal of Medical Internet Research, 16(4), e113.
   PubMed Web of Science ®Google Scholar
• Maruna, S. (2010). Mixed method research in criminology: Why not go both ways? In Handbook of quantitative criminology (pp. 123–140). Springer, New York, NY.
   Google Scholar
• McMichael, C., & Manderson, L. (2004). Somali women and well-being: Social networks and social capital among immigrant women in Australia. Human Organization, 63 (1), 88–99.
   Web of Science ®Google Scholar
• Menjívar, C., & Bejarano, C. (2004). Latino immigrants’ perceptions of crime and police authorities in the United States: A case study from the Phoenix metropolitan area. Ethnic and Racial Studies, 27(1), 120–148.
   Web of Science ®Google Scholar
• Morse, J. M., & Field, P. A. (1995). Qualitative research methods for health professionals. In J. Penrod, D. B. Preston, R. E. Cain, & M. T. Starks (Eds.), A discussion of chain referral as a method of sampling hard-to-reach populations. Journal of Transcultural Nursing (2nd ed., vol. 2, pp. 100–107). Thousand Oaks, CA: Sage.
   Google Scholar
• Noy, C. (2008). Sampling knowledge: The hermeneutics of snowball sampling in qualitative research. International Journal of Social Research Methodology, 11(4), 327–344.
   Web of Science ®Google Scholar
• Oppong, S. H. (2013). The problem of sampling in qualitative research. Asian Journal of Management Sciences and Education, 2(2), 1–9.
   Google Scholar
• Ousey, G. C., & Kubrin, C. E. (2018). Immigration and crime: Assessing a contentious issue. Annual Review of Criminology, 1, 63–84.
   Web of Science ®Google Scholar
• Pashea Jr, J. J., & Kochel, T. R. (2016). Face-to-face surveys in high crime areas: Balancing respondent cooperation and interviewer safety. Journal of Criminal Justice Education, 27(1), 95–120.
   Web of Science ®Google Scholar
• Penrod, J., Preston, D. B., Cain, R. E., & Starks, M. T. (2003). A discussion of chain referral as a method of sampling hard-to-reach populations. Journal of Transcultural Nursing, 2, 100–107.
   Google Scholar
• Pryce, D. K. (2018). Does procedural justice influence general satisfaction with police? A study from a hard-to-reach population of immigrants in the United States. Journal of Crime and Justice, 41(1), 31–48.
   Web of Science ®Google Scholar
• Pryce, D. K. (2016). Ghanaian immigrants' experiences with and perceptions of US police: A qualitative study. Criminal Justice Review, 41(4), 469–487.
   Google Scholar
• Regoli, N. (2019). 18 advantages and disadvantages of purposive sampling. https://connectusfund.org/6-advantages-and-disadvantages-of-purposive-sampling
   Google Scholar
• Russomanno, J., Patterson, J. G., & Tree, J. M. J. (2019). Social media recruitment of marginalized, hard-to-reach populations: Development of recruitment and monitoring guidelines. JMIR Public Health and Surveillance, 5(4), e14886.
   PubMedGoogle Scholar
• Sadler, G. R., Lee, H., Lim, R. S. & Fullerton. (2010). Recruitment of hard-to-reach population subgroups via adaptations of the snowball sampling strategy. Nursing & Health Sciences, 12, 369–374.
   PubMed Web of Science ®Google Scholar
• Semaan, S. (2010). Time-space sampling and respondent-driven sampling with hard-to-reach populations. Methodological Innovations Online, 5(2), 60–75.
   Google Scholar
• Shaghaghi, A., Bhopal, R. S., & Sheikh, A. (2011). Approaches to recruiting ‘hard-to-reach’ populations into research: A review of the literature. Health Promotion Perspectives, 1(2), 86–94.
   PubMedGoogle Scholar
• Sharma, G. (2017). Pros and cons of different sampling techniques. International Journal of Applied Research, 3(7), 749–752.
   Google Scholar
• Sudman, S., & Kalton, G. (1986). New developments in the sampling of special populations. Annual Review of Sociology, 12, 401–429.
   Web of Science ®Google Scholar
• Suen, L. J. W., Huang, H. M., & Lee, H. H. (2014). A comparison of convenience sampling and purposive sampling. Hu Li Za Zhi, the Journal of Nursing, 61(3), 105–111.
   PubMedGoogle Scholar
• Thomas, J., & Harden, A. (2008). Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Medical Research Methodology, 8(1), 1–10.
   PubMedGoogle Scholar
• Topolovec-Vranic, J., & Natarajan, K. (2016). The use of social media in recruitment for medical research studies: A scoping review. Journal of Medical Internet Research, 18(11), e286.
   PubMed Web of Science ®Google Scholar
• Tsao, S. F., Chen, H., Tisseverasinghe, T., Yang, Y., Li, L., & Butt, Z. A. (2021). What social media told us in the time of COVID-19: a scoping review. The Lancet Digital Health, 3(3).
   PubMedGoogle Scholar
• Vahabi, M., Isaacs, S., Koc, M., & Damba, C. (2015). Challenges in recruiting hard-to-reach populations focusing on Latin American recent immigrants. International Journal of Human Rights in Healthcare, 8(1), 36–44.
   Google Scholar
• Valerio, M. A., Rodriguez, N., Winkler, P., Lopez, J., Dennison, M., Liang, Y., & Turner, B. J. (2016). Comparing two sampling methods to engage hard-to-reach communities in research priority setting. BMC Medical Research Methodology, 16(1), 146.
   PubMedGoogle Scholar
• Wamwara-Mbugua, L. W., & Cornwell, T. B. (2010). A dialogical examination of Kenyan immigrants’ acculturation in the United States. Journal of Immigrant & Refugee Studies, 8(1), 32–49.
   Google Scholar
• Washington: Pew Internet and American Life Project. (2019). Social Media Fact Sheet. Retrieved from http://www.pewinternet.org/fact-sheet/social-media/.
   Google Scholar
• Weiner, M. D., Puniello, O. T., Siracusa, P. C., & Crowley, J. E. (2017). Recruiting hard-to-reach populations: The utility of Facebook for recruiting qualitative in-depth interviewees. Survey Practice, 10(4), 1–13.
   Google Scholar
• Whiting, A., & Williams, D. (2013). Why people use social media: a uses and gratifications approach. Qualitative Market Research: An International Journal, 16(4), 362–369. doi:10.1108/QMR-06-2013-0041
   Google Scholar
• Wu, Y., Sun, I. Y., & Smith, B. W. (2011). Race, immigration, and policing: Chinese immigrants’ satisfaction with police. Justice Quarterly, 28(5), 745–774.
   Web of Science ®Google Scholar
• Xu, X., Yan, X., & Dillahunt, T. R. (2019, November). Reaching hard-to-reach populations: An analysis of survey recruitment methods. In Conference Companion Publication of the 2019 on Computer Supported Cooperative Work and Social Computing (pp. 428–432).
   Google Scholar