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Guillory J, Wiant KF, Farrelly M, Fiacco L, Alam I, Hoffman L, Crankshaw E, Delahanty J, Alexander TN. 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. J Med Internet Res 2018; 20:e197. [PMID: 29914861 PMCID: PMC6028767 DOI: 10.2196/jmir.9461] [Citation(s) in RCA: 91] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 04/10/2018] [Accepted: 04/12/2018] [Indexed: 12/21/2022] Open
Abstract
Background Tobacco public education campaigns focus increasingly on hard-to-reach populations at higher risk for smoking, prompting campaign creators and evaluators to develop strategies to reach hard-to-reach populations in virtual and physical spaces where they spend time. Objective The aim of this study was to describe two novel recruitment strategies (in-person intercept interviews in lesbian, gay, bisexual, and transgender [LGBT] social venues and targeted social media ads) and compares characteristics of participants recruited via these strategies for the US Food and Drug Administration’s This Free Life campaign evaluation targeting LGBT young adults who smoke cigarettes occasionally. Methods We recruited LGBT adults aged 18-24 years in the United States via Facebook and Instagram ads (N=1709, mean age 20.94, SD 1.94) or intercept in LGBT social venues (N=2348, mean age 21.98, SD 1.69) for the baseline evaluation survey. Covariates related to recruitment strategy were age; race or ethnicity; LGBT identity; education; pride event attendance; and alcohol, cigarette, and social media use. Results Lesbian or gay women (adjusted odds ratio, AOR 1.88, 95% CI 1.54-2.29, P<.001), bisexual men and women (AOR 1.46, 95% CI 1.17-1.82, P=.001), gender minorities (AOR 1.68, 95% CI 1.26-2.25, P<.001), and other sexual minorities (AOR 2.48, 95% CI 1.62-3.80, P<.001) were more likely than gay men to be recruited via social media (than intercept). Hispanic (AOR 0.73, 95% CI 0.61-0.89, P=.001) and other or multiracial, non-Hispanic participants (AOR 0.70, 95% CI 0.54-0.90, P=.006) were less likely than white, non-Hispanic participants to be recruited via social media. As age increased, odds of recruitment via social media decreased (AOR 0.76, 95% CI 0.72-0.80, P<.001). Participants with some college education (AOR 1.27, 95% CI 1.03-1.56, P=.03) were more likely than those with a college degree to be recruited via social media. Participants reporting past 30-day alcohol use were less likely to be recruited via social media (AOR 0.33, 95% CI 0.24-0.44, P<.001). Participants who reported past-year pride event attendance were more likely to be recruited via social media (AOR 1.31, 95% CI 1.06-1.64, P=.02), as well as those who used Facebook at least once daily (AOR 1.43, 95% CI 1.14-1.80, P=.002). Participants who reported using Instagram at least once daily were less likely to be recruited via social media (AOR 0.73, 95% CI 0.62-0.86, P<.001). Social media recruitment was faster (incidence rate ratio, IRR=3.31, 95% CI 3.11-3.52, P<.001) and less expensive (2.2% of combined social media and intercept recruitment cost) but had greater data quality issues—a larger percentage of social media respondents were lost because of duplicate and low-quality responses (374/4446, 8.41%) compared with intercept respondents lost to interviewer misrepresentation (15/4446, 0.34%; P<.001). Conclusions Social media combined with intercept provided access to important LGBT subpopulations (eg, gender and other sexual minorities) and a more diverse sample. Social media methods have more data quality issues but are faster and less expensive than intercept. Recruiting hard-to-reach populations via audience-tailored strategies enabled recruitment of one of the largest LGBT young adult samples, suggesting these methods’ promise for accessing hard-to-reach populations.
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Affiliation(s)
- Jamie Guillory
- RTI International, Research Triangle Park, NC, United States
| | | | | | - Leah Fiacco
- RTI International, Research Triangle Park, NC, United States
| | - Ishrat Alam
- RTI International, Research Triangle Park, NC, United States
| | - Leah Hoffman
- US Food and Drug Administration, Center for Tobacco Products, Silver Spring, MD, United States
| | - Erik Crankshaw
- RTI International, Research Triangle Park, NC, United States
| | - Janine Delahanty
- US Food and Drug Administration, Center for Tobacco Products, Silver Spring, MD, United States
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Manzanero S, Kozlovskaia M, Vlahovich N, Hughes DC. Recruitment and Participation of Recreational Runners in a Large Epidemiological and Genetic Research Study: Retrospective Data Analysis. JMIR Res Protoc 2018; 7:e141. [PMID: 29792293 PMCID: PMC5990859 DOI: 10.2196/resprot.8243] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 12/07/2017] [Accepted: 01/03/2018] [Indexed: 12/03/2022] Open
Abstract
Background With the increasing capacity for remote collection of both data and samples for medical research, a thorough assessment is needed to determine the association of population characteristics and recruitment methodologies with response rates. Objective The aim of this research was to assess population representativeness in a two-stage study of health and injury in recreational runners, which consisted of an epidemiological arm and genetic analysis. Methods The cost and success of various classical and internet-based methods were analyzed, and demographic representativeness was assessed for recruitment to the epidemiological survey, reported willingness to participate in the genetic arm of the study, actual participation, sample return, and approval for biobank storage. Results A total of 4965 valid responses were received, of which 1664 were deemed eligible for genetic analysis. Younger age showed a negative association with initial recruitment rate, expressed willingness to participate in genetic analysis, and actual participation. Additionally, female sex was associated with higher initial recruitment rates, and ethnic origin impacted willingness to participate in the genetic analysis (all P<.001). Conclusions The sharp decline in retention through the different stages of the study in young respondents suggests the necessity to develop specific recruitment and retention strategies when investigating a young, physically active population.
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Affiliation(s)
- Silvia Manzanero
- Australian Institute of Sport, Department of Sports Medicine, Australian Sports Commission, Bruce, Australia.,Research Institute for Sport and Exercise, University of Canberra, Bruce, Australia
| | - Maria Kozlovskaia
- Australian Institute of Sport, Department of Sports Medicine, Australian Sports Commission, Bruce, Australia.,Faculty of Health Sciences and Medicine, Bond University, Robina, Australia
| | - Nicole Vlahovich
- Australian Institute of Sport, Department of Sports Medicine, Australian Sports Commission, Bruce, Australia
| | - David C Hughes
- Australian Institute of Sport, Department of Sports Medicine, Australian Sports Commission, Bruce, Australia
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Downing KL, Campbell KJ, van der Pligt P, Hesketh KD. Facilitator and Participant Use of Facebook in a Community-Based Intervention for Parents: The InFANT Extend Program. Child Obes 2017; 13:443-454. [PMID: 28737424 DOI: 10.1089/chi.2017.0078] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
BACKGROUND Social networking sites such as Facebook afford new opportunities for behavior-change interventions. Although often used as a recruitment tool, few studies have reported the use of Facebook as an intervention component to facilitate communication between researchers and participants. The aim of this study was to examine facilitator and participant use of a Facebook component of a community-based intervention for parents. METHODS First-time parent groups participating in the intervention arm of the extended Infant Feeding, Activity and Nutrition Trial (InFANT Extend) Program were invited to join their own private Facebook group. Facilitators mediated the Facebook groups, using them to share resources with parents, arrange group sessions, and respond to parent queries. Parents completed process evaluation questionnaires reporting on the usefulness of the Facebook groups. RESULTS A total of 150 parents (from 27 first-time parent groups) joined their private Facebook group. There were a mean of 36.9 (standard deviation 11.1) posts/group, with the majority being facilitator posts. Facilitator administration posts (e.g., arranging upcoming group sessions) had the highest average comments (4.0), followed by participant health/behavior questions (3.5). The majority of participants reported that they enjoyed being a part of their Facebook group; however, the frequency of logging on to their groups' page declined over the 36 months of the trial, as did their perceived usefulness of the group. CONCLUSIONS Facebook appears to be a useful administrative tool in this context. Parents enjoyed being part of their Facebook group, but their reported use of and engagement with Facebook declined over time.
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Affiliation(s)
- Katherine L Downing
- School of Exercise and Nutrition Sciences, Institute for Physical Activity and Nutrition (IPAN), Deakin University , Geelong, Australia
| | - Karen J Campbell
- School of Exercise and Nutrition Sciences, Institute for Physical Activity and Nutrition (IPAN), Deakin University , Geelong, Australia
| | - Paige van der Pligt
- School of Exercise and Nutrition Sciences, Institute for Physical Activity and Nutrition (IPAN), Deakin University , Geelong, Australia
| | - Kylie D Hesketh
- School of Exercise and Nutrition Sciences, Institute for Physical Activity and Nutrition (IPAN), Deakin University , Geelong, Australia
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Volkova E, Michie J, Corrigan C, Sundborn G, Eyles H, Jiang Y, Mhurchu CN. Effectiveness of recruitment to a smartphone-delivered nutrition intervention in New Zealand: analysis of a randomised controlled trial. BMJ Open 2017; 7:e016198. [PMID: 28674144 PMCID: PMC5734449 DOI: 10.1136/bmjopen-2017-016198] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVES Delivery of interventions via smartphone is a relatively new initiative in public health, and limited evidence exists regarding optimal strategies for recruitment. We describe the effectiveness of approaches used to recruit participants to a smartphone-enabled nutrition intervention trial. METHODS Internet and social media advertising, mainstream media advertising and research team networks were used to recruit New Zealand adults to a fully automated smartphone-delivered nutrition labelling trial (no face-to-face visits were required). Recruitment of Māori and Pacific participants was a key focus and ethically relevant recruitment materials and approaches were used where possible. The effectiveness of recruitment strategies was evaluated using Google Analytics, monitoring of study website registrations and randomisations, and self-reported participant data. The cost of the various strategies and associations with participant demographics were assessed. RESULTS Over a period of 13 months, there were 2448 registrations on the study website, and 1357 eligible individuals were randomised into the study (55%). Facebook campaigns were the most successful recruitment strategy overall (43% of all randomised participants) and for all ethnic groups (Māori 44%, Pacific 44% and other 43%). Significant associations were observed between recruitment strategy and age (p<0.001), household size (p<0.001), ethnicity (p<0.001), gender (p=0.005) and interest in healthy eating (p=0.022). Facebook campaigns resulted in the highest absolute numbers of study registrations and randomisations (966 and 584, respectively). Network strategies and Facebook campaigns cost least per randomised participant (NZ$4 and NZ$5, respectively), whereas radio advertising costs most (NZ$179 per participant). CONCLUSION Internet and social media advertising were the most effective and least costly approaches to recruiting participants to a smartphone-delivered trial. These approaches also reached diverse ethnic groups. However, more culturally appropriate recruitment strategies are likely to be necessary in studies where large numbers of participants from specific ethnic groups are sought. TRIAL REGISTRATION ACTRN12614000644662; Post-results.
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Affiliation(s)
- Ekaterina Volkova
- National Institute for Health Innovation, University of Auckland, Auckland, New Zealand
| | - Jo Michie
- National Institute for Health Innovation, University of Auckland, Auckland, New Zealand
| | | | - Gerhard Sundborn
- Department of Epidemiology and Biostatistics, School of Population Health, University of Auckland, Auckland, New Zealand
| | - Helen Eyles
- National Institute for Health Innovation, University of Auckland, Auckland, New Zealand
| | - Yannan Jiang
- National Institute for Health Innovation, University of Auckland, Auckland, New Zealand
| | - Cliona Ni Mhurchu
- National Institute for Health Innovation, University of Auckland, Auckland, New Zealand
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Townsend N, Powers J, Loxton D. Bullying among 18 to 23-year-old women in 2013. Aust N Z J Public Health 2017; 41:394-398. [PMID: 28616882 DOI: 10.1111/1753-6405.12671] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Revised: 12/01/2016] [Accepted: 02/01/2017] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To identify the prevalence of bullying among women aged 18-23 in 2013, and to describe the demographic characteristics, health and risk factors of those who experienced bullying. METHODS Cross-sectional analysis using data from the 1989-95 cohort of the Australian Longitudinal Study on Women's Health, a nationally representative cohort (n=16,801). RESULTS More than one-quarter of women (28.4%) indicated they had never been bullied, 53.4% reported experiencing bullying in the past and 18.2% indicated that they were recently bullied. Women who had experienced bullying were more likely to have lower levels of education, less likely to be studying or employed, and had more difficulty managing on their income. Women who experienced bullying were more likely to use tobacco or illicit drugs, be overweight or obese and to be sedentary. Even after adjusting for these factors, women who had experienced bullying were at risk of poor physical health, psychological distress, suicidal thoughts and self-harm. CONCLUSIONS This is the first nationally representative study to demonstrate the strong association between being a victim of bullying and health outcomes in a post-school-age population. Implications for public health: The findings highlight the need for interventions for women who have already experienced bullying and are past school age.
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Affiliation(s)
- Natalie Townsend
- Research Centre for Generational Health and Ageing, School of Medicine and Public Health, University of Newcastle, New South Wales
| | - Jennifer Powers
- Research Centre for Generational Health and Ageing, School of Medicine and Public Health, University of Newcastle, New South Wales
| | - Deborah Loxton
- Research Centre for Generational Health and Ageing, School of Medicine and Public Health, University of Newcastle, New South Wales
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Lin X, Zhang D, Wang X, Huang Y, Du Z, Zou Y, Lu J, Hao Y. Attitudes of consumers and live-poultry workers to central slaughtering in controlling H7N9: a cross-sectional study. BMC Public Health 2017; 17:517. [PMID: 28549473 PMCID: PMC5446744 DOI: 10.1186/s12889-017-4374-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Accepted: 05/07/2017] [Indexed: 11/21/2022] Open
Abstract
Background Guangdong Province in the Pearl River Delta of Southeast China is among the areas in the country with the highest rates of avian flu cases. In order to control the outbreak of human-infected H7N9 cases, Guangdong launched a new policy on the central slaughtering of live poultry in 2015. This study aims to evaluate attitudes of consumers and live-poultry workers toward the policy. The live-poultry workers consisted of two sub-groups: live-poultry traders and poultry farm workers. Methods Consumers and live-poultry workers from Guangdong were enrolled by stratified multi-stage random sampling. Online and field surveys were conducted to investigate participants’ attitudes on policy implementation. Questionnaires were developed to quantify participant demographics, to collect information about attitudes toward the policy, and to identify influential factors of policy acceptability. Proportional odds logistics regression was used in the univariate and multivariate analyses. A total of 1449 consumers, 181 live-poultry traders, and 114 poultry farm workers completed the study. Results Policy acceptability percentages among consumers, live-poultry traders, and poultry farm workers were 57.1, 37.9, and 62.6%, respectively. Logistics regression shows that consumers tended not to support the policy if they were males, if they were concerned with the food safety of chilled products, and if they preferred purchasing live poultry. Live-poultry traders tended not to support if they were subsidized by the government, if they were males, if they experienced a drop in trading volume, and if they were unclear whether avian flu was a preventable disease. Finally, poultry farm workers tended not to support if they experienced a drop in trading volume, if they operated a poultry farm on a small to medium scale, and if they experienced inconvenience in their work due to the policy. Conclusions The study reveals a substantial refusal or slowness to accept the policy. Failure to accept the policy results from varying reasons. Among consumers, concern about food safety and dietary preference are two major causes of disapproval. Policy acceptability among live-poultry workers diverges within the two sub-groups. While a large percentage of poultry farm workers accept the policy, the drop in trading and an insufficient subsidy hamper acceptance by live-poultry traders. We recommend that policy-makers promote health education and alleviate the policy impact on trading with a reformed subsidy policy to increase acceptability. These findings are crucial for the prevention of human-infected H7N9 cases in Guangdong. Electronic supplementary material The online version of this article (doi:10.1186/s12889-017-4374-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Xiao Lin
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China
| | - Dingmei Zhang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China
| | - Xinwei Wang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China
| | - Yun Huang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China
| | - Zhicheng Du
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China
| | - Yaming Zou
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China
| | - Jiahai Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China
| | - Yuantao Hao
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Rd, Guangzhou, 510080, China. .,Sun Yat-sen Global Health Institute, Sun Yat-sen University, Guangzhou, 510080, China.
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Coombe J, Harris ML, Loxton D. Who uses long-acting reversible contraception? Profile of LARC users in the CUPID cohort. SEXUAL & REPRODUCTIVE HEALTHCARE 2017; 11:19-24. [DOI: 10.1016/j.srhc.2016.09.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 07/26/2016] [Accepted: 09/07/2016] [Indexed: 10/21/2022]
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Christensen T, Riis AH, Hatch EE, Wise LA, Nielsen MG, Rothman KJ, Sørensen HT, Mikkelsen EM. Costs and Efficiency of Online and Offline Recruitment Methods: A Web-Based Cohort Study. J Med Internet Res 2017; 19:e58. [PMID: 28249833 PMCID: PMC5352857 DOI: 10.2196/jmir.6716] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Revised: 12/16/2016] [Accepted: 01/31/2017] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND The Internet is widely used to conduct research studies on health issues. Many different methods are used to recruit participants for such studies, but little is known about how various recruitment methods compare in terms of efficiency and costs. OBJECTIVE The aim of our study was to compare online and offline recruitment methods for Internet-based studies in terms of efficiency (number of recruited participants) and costs per participant. METHODS We employed several online and offline recruitment methods to enroll 18- to 45-year-old women in an Internet-based Danish prospective cohort study on fertility. Offline methods included press releases, posters, and flyers. Online methods comprised advertisements placed on five different websites, including Facebook and Netdoktor.dk. We defined seven categories of mutually exclusive recruitment methods and used electronic tracking via unique Uniform Resource Locator (URL) and self-reported data to identify the recruitment method for each participant. For each method, we calculated the average cost per participant and efficiency, that is, the total number of recruited participants. RESULTS We recruited 8252 study participants. Of these, 534 were excluded as they could not be assigned to a specific recruitment method. The final study population included 7724 participants, of whom 803 (10.4%) were recruited by offline methods, 3985 (51.6%) by online methods, 2382 (30.8%) by online methods not initiated by us, and 554 (7.2%) by other methods. Overall, the average cost per participant was €6.22 for online methods initiated by us versus €9.06 for offline methods. Costs per participant ranged from €2.74 to €105.53 for online methods and from €0 to €67.50 for offline methods. Lowest average costs per participant were for those recruited from Netdoktor.dk (€2.99) and from Facebook (€3.44). CONCLUSIONS In our Internet-based cohort study, online recruitment methods were superior to offline methods in terms of efficiency (total number of participants enrolled). The average cost per recruited participant was also lower for online than for offline methods, although costs varied greatly among both online and offline recruitment methods. We observed a decrease in the efficiency of some online recruitment methods over time, suggesting that it may be optimal to adopt multiple online methods.
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Affiliation(s)
- Tina Christensen
- Aarhus University Hospital, Department of Clinical Epidemiology, Aarhus N, Denmark
| | - Anders H Riis
- Aarhus University Hospital, Department of Clinical Epidemiology, Aarhus N, Denmark
| | - Elizabeth E Hatch
- Boston University School of Public Health, Department of Epidemiology, Boston, MA, United States
| | - Lauren A Wise
- Boston University School of Public Health, Department of Epidemiology, Boston, MA, United States
| | - Marie G Nielsen
- Aarhus University, Research Unit for General Practice, Department of Public Health, Aarhus C, Denmark
| | - Kenneth J Rothman
- Boston University School of Public Health, Department of Epidemiology, Boston, MA, United States
- RTI Health Solutions, Research Triangle Park, NC, United States
| | - Henrik Toft Sørensen
- Aarhus University Hospital, Department of Clinical Epidemiology, Aarhus N, Denmark
| | - Ellen M Mikkelsen
- Aarhus University Hospital, Department of Clinical Epidemiology, Aarhus N, Denmark
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Re-recruiting young adult women into a second follow-up study. Contemp Clin Trials Commun 2017; 5:160-167. [PMID: 29740632 PMCID: PMC5936695 DOI: 10.1016/j.conctc.2017.02.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 12/23/2016] [Accepted: 02/11/2017] [Indexed: 11/24/2022] Open
Abstract
Background Recruitment among young adults presents a unique set of challenges as they are difficult to reach through conventional methods. Purpose To describe our experience using both traditional and nontraditional methods in the re-recruitment of young adult women into the second follow-up study of the Trial of Activity for Adolescent Girls (TAAG). Methods 589 adolescent girls were re-recruited as 11th graders into TAAG 2. Re-recruitment efforts were conducted when they were between 22 and 23 years of age (TAAG 3). Facebook, email, postal mail, and telephone (call and text) were used. Descriptive statistics were used to summarize cohort characteristics. Discrete categorical variables were compared using Pearson chi-square or Fisher's exact test, while Wilcoxon rank sum or t-tests were calculated for continuous variables. Pearson's chi square test, analysis of variance, and the Kruskal-Wallis test were also used. Logistic regression was used to calculate adjusted models. Results All 589 cohort members were located and 479 (81.3%) were re-recruited. Participants who reported living in a two parent household or with their mothers only, and who did not perceive a lot of crime in their neighborhood were more likely to consent to participate in TAAG 3 (p = 0.047 and p = 0.008, respectively). Perceived neighborhood crime remained significant in the adjusted model (OR 0.48, 95% CI 0.25-0.90, p = 0.02). Early and late consenters differed by race/ethnicity (p = 0.015), household type (p = 0.001), and socioeconomic status (p = 0.005). In the adjusted model, Black participants were more likely to consent later than White participants (OR 1.83, 95% CI 1.07-3.13, p = 0.03). Conclusions A number of recruitment strategies and outreach attempts were needed to recruit young adult women into a follow-up study. Persistent efforts may be needed to recruit participants with race/ethnic diversity and lower socioeconomic status.
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Schwinn T, Hopkins J, Schinke SP, Liu X. Using Facebook ads with traditional paper mailings to recruit adolescent girls for a clinical trial. Addict Behav 2017; 65:207-213. [PMID: 27835860 DOI: 10.1016/j.addbeh.2016.10.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Revised: 10/03/2016] [Accepted: 10/21/2016] [Indexed: 11/18/2022]
Abstract
INTRODUCTION Clinical trials require sufficient samples recruited within limited time and budget constraints. Trials with minors are additionally burdened by the requirement for youth assent and parental permission. This paper details the use of Facebook ads and traditional paper mailings to enroll 797 adolescent girls for a longitudinal, web-based, drug abuse prevention trial. Data on sample representativeness and retention are also provided. METHODS Facebook ads appeared on the pages of females aged 13 or 14years who reside in the U.S. Ads linked girls to a recruitment website. Girls who wanted more information submitted contact information and were mailed information packets to their homes containing, among other things, youth assent and parent permission forms. Returned forms were verified for accuracy and validity. RESULTS The Facebook ad campaign reached 2,267,848 girls and had a unique click-through rate of 3.0%. The campaign cost $41,202.37 with an average cost of $51.70 per enrolled girl. Information packets were mailed to 1,873 girls. Approximately one-half of girls returned the forms, and 797 girls were enrolled. The Facebook campaign's success varied by ad type, month, and day of the week. Baseline data revealed comparability to national data on demographic and substance use variables. CONCLUSIONS Results suggest that Facebook ads provide a useful initial point of access to unparalleled numbers of adolescents. Clinical trials may benefit from a two-fold recruitment strategy that uses online ads to attract interested adolescents followed by traditional recruitment methods to communicate detailed information to adolescents and parents.
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Affiliation(s)
- Traci Schwinn
- Columbia University School of Social Work, 1255 Amsterdam Ave., New York, NY 10027, United States.
| | - Jessica Hopkins
- Columbia University School of Social Work, 1255 Amsterdam Ave., New York, NY 10027, United States
| | - Steven P Schinke
- Columbia University School of Social Work, 1255 Amsterdam Ave., New York, NY 10027, United States
| | - Xiang Liu
- Teachers College, Columbia University, 525 W. 120th St., New York, NY 10027, United States
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Guillory J, Kim A, Murphy J, Bradfield B, Nonnemaker J, Hsieh Y. Comparing Twitter and Online Panels for Survey Recruitment of E-Cigarette Users and Smokers. J Med Internet Res 2016; 18:e288. [PMID: 27847353 PMCID: PMC5128722 DOI: 10.2196/jmir.6326] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 09/27/2016] [Accepted: 10/15/2016] [Indexed: 11/13/2022] Open
Abstract
Background E-cigarettes have rapidly increased in popularity in recent years, driven, at least in part, by marketing and word-of-mouth discussion on Twitter. Given the rapid proliferation of e-cigarettes, researchers need timely quantitative data from e-cigarette users and smokers who may see e-cigarettes as a cessation tool. Twitter provides an ideal platform for recruiting e-cigarette users and smokers who use Twitter. Online panels offer a second method of accessing this population, but they have been criticized for recruiting too few young adults, among whom e-cigarette use rates are highest. Objective This study compares effectiveness of recruiting Twitter users who are e-cigarette users and smokers who have never used e-cigarettes via Twitter to online panelists provided by Qualtrics and explores how users recruited differ by demographics, e-cigarette use, and social media use. Methods Participants were adults who had ever used e-cigarettes (n=278; male: 57.6%, 160/278; age: mean 34.26, SD 14.16 years) and smokers (n=102; male: 38.2%, 39/102; age: mean 42.80, SD 14.16 years) with public Twitter profiles. Participants were recruited via online panel (n=190) or promoted tweets using keyword targeting for e-cigarette users (n=190). Predictor variables were demographics (age, gender, education, race/ethnicity), e-cigarette use (eg, past 30-day e-cigarette use, e-cigarette puffs per day), social media use behaviors (eg, Twitter use frequency), and days to final survey completion from survey launch for Twitter versus panel. Recruitment method (Twitter, panel) was the dependent variable. Results Across the total sample, participants were recruited more quickly via Twitter (incidence rate ratio=1.30, P=.02) than panel. Compared with young adult e-cigarette users (age 18-24 years), e-cigarette users aged 25 to 34 years (OR 0.01, 95% CI 0.00-0.60, P=.03) and 35 to 44 years (OR 0.01, 95% CI 0.00-0.51, P=.02) were more likely to be recruited via Twitter than panel. Smokers aged 35 to 44 years were less likely than those aged 18 to 24 years to be recruited via Twitter than panel (35-44: OR 0.03, 95% CI 0.00-0.49, P=.01). E-cigarette users who reported a greater number of e-cigarette puffs per day were more likely to be recruited via Twitter than panel compared to those who reported fewer puffs per day (OR 1.12, 95% CI 1.05-1.20, P=.001). With each one-unit increase in Twitter usage, e-cigarette users were 9.55 times (95% CI 2.28-40.00, P=.002) and smokers were 4.91 times (95% CI 1.90-12.74, P=.001) as likely to be recruited via Twitter than panel. Conclusions Twitter ads were more time efficient than an online panel in recruiting e-cigarette users and smokers. In addition, Twitter provided access to younger adults, who were heavier users of e-cigarettes and Twitter. Recruiting via social media and online panel in combination offered access to a more diverse population of participants.
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Affiliation(s)
- Jamie Guillory
- RTI International, Research Triangle Park, NC, United States
| | - Annice Kim
- RTI International, Research Triangle Park, NC, United States
| | - Joe Murphy
- RTI International, Research Triangle Park, NC, United States
| | - Brian Bradfield
- RTI International, Research Triangle Park, NC, United States
| | | | - Yuli Hsieh
- RTI International, Research Triangle Park, NC, United States
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Koziol-McLain J, McLean C, Rohan M, Sisk R, Dobbs T, Nada-Raja S, Wilson D, Vandal AC. Participant Recruitment and Engagement in Automated eHealth Trial Registration: Challenges and Opportunities for Recruiting Women Who Experience Violence. J Med Internet Res 2016; 18:e281. [PMID: 27780796 PMCID: PMC5101415 DOI: 10.2196/jmir.6515] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 10/14/2016] [Accepted: 10/15/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Automated eHealth Web-based research trials offer people an accessible, confidential opportunity to engage in research that matters to them. eHealth trials may be particularly useful for sensitive issues when seeking health care may be accompanied by shame and mistrust. Yet little is known about people's early engagement with eHealth trials, from recruitment to preintervention autoregistration processes. A recent randomized controlled trial that tested the effectiveness of an eHealth safety decision aid for New Zealand women in the general population who experienced intimate partner violence (isafe) provided the opportunity to examine recruitment and preintervention participant engagement with a fully automated Web-based registration process. The trial aimed to recruit 340 women within 24 months. OBJECTIVE The objective of our study was to examine participant preintervention engagement and recruitment efficiency for the isafe trial, and to analyze dropout through the registration pathway, from recruitment to eligibility screening and consent, to completion of baseline measures. METHODS In this case study, data collection sources included the trial recruitment log, Google Analytics reports, registration and program metadata, and costs. Analysis included a qualitative narrative of the recruitment experience and descriptive statistics of preintervention participant engagement and dropout rates. A Koyck model investigated the relationship between Web-based online marketing website advertisements (ads) and participant accrual. RESULTS The isafe trial was launched on September 17, 2012. Placement of ads in an online classified advertising platform increased the average number of recruited participants per month from 2 to 25. Over the 23-month recruitment period, the registration website recorded 4176 unique visitors. Among 1003 women meeting eligibility criteria, 51.55% (517) consented to participate; among the 501 women who enrolled (consented, validated, and randomized), 412 (82.2%) were accrued (completed baseline assessments). The majority (n=52, 58%) of the 89 women who dropped out between enrollment and accrual never logged in to the allocated isafe website. Of every 4 accrued women, 3 (314/412, 76.2%) identified the classified ad as their referral source, followed by friends and family (52/412, 12.6%). Women recruited through a friend or relative were more likely to self-identify as indigenous Māori and live in the highest-deprivation areas. Ads increased the accrual rate by a factor of 74 (95% CI 49-112). CONCLUSIONS Print advertisements, website links, and networking were costly and inefficient methods for recruiting participants to a Web-based eHealth trial. Researchers are advised to limit their recruitment efforts to Web-based online marketplace and classified advertising platforms, as in the isafe case, or to social media. Online classified advertising in "Jobs-Other-volunteers" successfully recruited a diverse sample of women experiencing intimate partner violence. Preintervention recruitment data provide critical information to inform future research and critical analysis of Web-based eHealth trials. CLINICALTRIAL Australian New Zealand Clinical Trials Registry (ANZCTR): ACTRN12612000708853; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12612000708853 (Archived by WebCite at http://www.webcitation/6lMGuVXdK).
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Affiliation(s)
- Jane Koziol-McLain
- Centre for Interdisciplinary Trauma Research, Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand.
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Frandsen M, Thow M, Ferguson SG. The Effectiveness Of Social Media (Facebook) Compared With More Traditional Advertising Methods for Recruiting Eligible Participants To Health Research Studies: A Randomized, Controlled Clinical Trial. JMIR Res Protoc 2016; 5:e161. [PMID: 27511829 PMCID: PMC4997003 DOI: 10.2196/resprot.5747] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Revised: 06/21/2016] [Accepted: 07/20/2016] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Recruiting participants for research studies can be difficult and costly. The popularity of social media platforms (eg, Facebook) has seen corresponding growth in the number of researchers turning to social networking sites and their embedded advertising frameworks to locate eligible participants for studies. Compared with traditional recruitment strategies such as print media, social media advertising has been shown to be favorable in terms of its reach (especially with hard-to-reach populations), cost effectiveness, and usability. However, to date, no studies have examined how participants recruited via social media progress through a study compared with those recruited using more traditional recruitment strategies. OBJECTIVES (1) Examine whether visiting the study website prior to being contacted by researchers creates self-screened participants who are more likely to progress through all study phases (eligible, enrolled, completed); (2) compare conversion percentages and cost effectiveness of each recruitment method at each study phase; and, (3) compare demographic and smoking characteristics of participants recruited through each strategy to determine if they attract similar samples. METHODS Participants recruited to a smoking cessation clinical trial were grouped by how they had become aware of the study: via social media (Facebook) or traditional media (eg, newspaper, flyers, radio, word of mouth). Groups were compared based on throughput data (conversion percentages and cost) as well as demographic and smoking characteristics. RESULTS Visiting the study website did not result in individuals who were more likely to be eligible for (P=.24), enroll in (P=.20), or complete (P=.25) the study. While using social media was more cost effective than traditional methods when we examined earlier endpoints of the recruitment process (cost to obtain a screened respondent: AUD $22.73 vs $29.35; cost to obtain an eligible respondent: $37.56 vs $44.77), it was less cost effective in later endpoints (cost per enrolled participant: $56.34 vs $52.33; cost per completed participant: $103.66 vs $80.43). Participants recruited via social media were more likely to be younger (P=.001) and less confident in their quit attempts (P=.004) compared to those recruited via traditional methods. CONCLUSIONS Our study suggests that while social media advertising may be effective in generating interest from potential participants, this strategy's ability to attract conscientious recruits is more questionable. Researchers considering using online resources (eg, social media advertising, matrix codes) should consider including prescreening questions to promote conversion percentages. Ultimately, researchers seeking to maximize their recruitment budget should consider using a combination of advertising strategies. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN 12614000329662; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=365947l (Archived by WebCite at http://www.webcitation.org/6jc6zXWZI).
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Affiliation(s)
- Mai Frandsen
- School of Health Sciences, Faculty of Health, University of Tasmania, Launceston, Australia.
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Subasinghe AK, Nguyen M, Wark JD, Tabrizi SN, Garland SM. Targeted Facebook Advertising is a Novel and Effective Method of Recruiting Participants into a Human Papillomavirus Vaccine Effectiveness Study. JMIR Res Protoc 2016; 5:e154. [PMID: 27450586 PMCID: PMC4975794 DOI: 10.2196/resprot.5679] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2016] [Revised: 04/07/2016] [Accepted: 07/03/2016] [Indexed: 01/05/2023] Open
Abstract
Background Targeted advertising using social networking sites (SNS) as a recruitment strategy in health research is in its infancy. Objective The aim of this study was to determine the feasibility of targeted Facebook advertisements to increase recruitment of unvaccinated women into a human papillomavirus (HPV) vaccine effectiveness study. Methods Between September 2011 and November 2013, females aged 18 to 25 years, residing in Victoria, Australia, were recruited through Facebook advertisements relating to general women’s health. From November 2013 to June 2015, targeted advertising campaigns were implemented to specifically recruit women who had not received the HPV vaccine. Consenting participants were invited to complete an online questionnaire and those who had ever had sexual intercourse were asked to provide a self-collected vaginal swab. The HPV vaccination status of participants was confirmed from the National HPV Vaccination Program Register (NHVPR). Results The campaign comprised 10 advertisements shown between September 2011 and June 2015 which generated 55,381,637 impressions, yielding 23,714 clicks, at an overall cost of AUD $22,078.85. A total of 919 participants were recruited. A greater proportion of unvaccinated women (50.4%, 131/260) were recruited into the study following targeted advertising, compared with those recruited (19.3%, 127/659) prior to showing the modified advertisement (P<.001). A greater proportion of the total sample completed tertiary education and resided in inner regional Victoria, compared with National population census data (P<.001), but was otherwise representative of the general population. Conclusions Targeted Facebook advertising is a rapid and cost-effective way of recruiting young unvaccinated women into a HPV vaccine effectiveness study.
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Affiliation(s)
- Asvini K Subasinghe
- Royal Women's Hospital, Department of Microbiology and Infectious Diseases, Parkville, Australia.
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Rowlands IJ, Teede H, Lucke J, Dobson AJ, Mishra GD. Young women's psychological distress after a diagnosis of polycystic ovary syndrome or endometriosis. Hum Reprod 2016; 31:2072-81. [PMID: 27412249 DOI: 10.1093/humrep/dew174] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Accepted: 06/16/2016] [Indexed: 02/06/2023] Open
Abstract
STUDY QUESTION Do young women with polycystic ovary syndrome (PCOS) or endometriosis report more psychological distress than their peers without a history of these conditions? SUMMARY ANSWER Young women (aged 18-23 years) with PCOS or endometriosis had a greater risk of moderate to severe psychological distress than women without a history of these conditions. WHAT IS KNOWN ALREADY Psychological distress appears common among women with PCOS and endometriosis. However, population-based studies that examine the psychological outcomes for adolescents and young women are generally absent from the literature. STUDY DESIGN, SIZE, DURATION This is a secondary analysis of data collected from 17 015 young, Australian women participating in a national, longitudinal cohort study. Women were first surveyed in 2012-2013 when they were aged 18-23 years. In 2014, women completed the second survey when they were aged 19-24 years and 11324 (67%) women responded. PARTICIPANTS/MATERIALS, SETTING, METHODS We analysed data from 11 238 women who participated in both Surveys 1 and 2 and who responded to questions about PCOS and endometriosis. Using logistic regression, we compared the odds of moderate to severe psychological distress at Surveys 1 and 2 for women reporting a recent diagnosis (within the last 12 months) of PCOS or endometriosis and women with a pre-existing diagnosis, with that for women without a history of these conditions. MAIN RESULTS AND THE ROLE OF CHANCE At Survey 2, around 60% of women reporting a diagnosis of PCOS or endometriosis had moderate to severe levels of psychological distress. Compared to women without a history of these conditions, the odds of moderate to severe psychological distress at Survey 2 were significantly higher for women recently diagnosed with PCOS [Adjusted Odds Ratio (AOR) = 1.62, 95% CI = 1.21-2.18] or endometriosis (AOR= 1.77; 95% CI = 1.20-2.63) and for women with a pre-existing diagnosis of PCOS (AOR = 1.57, 95% CI = 1.30-1.89) or endometriosis (AOR = 1.61; 95% CI = 1.26-2.06). Women recently diagnosed with PCOS or endometriosis also had a greater likelihood of moderate to severe distress in the year prior to their diagnosis. The association between PCOS and psychological distress was attenuated when adjusting for BMI, but hormonal contraceptive use did not attenuate the risk of distress among the women with PCOS or endometriosis. LIMITATIONS, REASONS FOR CAUTION All data were self-reported and, therefore, the diagnoses of PCOS or endometriosis were not confirmed by a medical practitioner. WIDER IMPLICATIONS OF THE FINDINGS Health professionals should be aware of the potential psychosocial and healthcare needs among young women with these conditions, particularly women with PCOS who are obese. While hormonal contraceptives may help to regulate the hormonal aspects of these conditions, they do not appear to reduce women's psychological distress. Because psychological distress among the young women in this study remained elevated even after diagnosis, this supports the need for multidisciplinary health care to help women adjust to their diagnosis and treatment regimens and facilitate positive, long-term mental health outcomes. Future research that examines medical and psychosocial sources of distress for young women with PCOS and endometriosis is needed. STUDY FUNDING/COMPETING INTERESTS I.J.R. was supported by an Australian National Health and Medical Research Council Centre for Research Excellence (grant number: APP1000986). G.D.M. is funded by the Australian Research Council Future Fellowship (FT120100812). The Australian Longitudinal Study on Women's Health is funded by the Australian Government Department of Health. H.T. is supported by an Australian National Health and Medical Research Council Practitioner Fellowship. The authors declare that no competing interests exist. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- I J Rowlands
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Herston, QLD 4006, Australia
| | - H Teede
- Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Monash University, Locked Bag 29, Clayton, VIC 3168, Australia Diabetes and Endocrinology Unit, Monash Health, Locked Bag 29, Clayton, VIC 3168, Australia
| | - J Lucke
- Australian Research Centre in Sex, Health and Society, School of Psychology and Public Health, La Trobe University, Melbourne, VIC 3000, Australia
| | - A J Dobson
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Herston, QLD 4006, Australia
| | - G D Mishra
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Herston, QLD 4006, Australia
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Kayrouz R, Dear BF, Karin E, Titov N. Facebook as an effective recruitment strategy for mental health research of hard to reach populations. Internet Interv 2016; 4:1-10. [PMID: 30135786 PMCID: PMC6096235 DOI: 10.1016/j.invent.2016.01.001] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 01/04/2016] [Accepted: 01/04/2016] [Indexed: 11/20/2022] Open
Abstract
Recent reports indicate that Facebook (FB) may facilitate recruitment of hard to reach participants into mental health research. The present study aimed to contribute to this emerging literature by exploring recruitment data from a recently completed trial of online treatment for symptoms of anxiety and depression that targeted Arab people. The present study compared traditional recruitment strategies such as media releases, emails, and print advertisements with Facebook strategies including boosting posts, promoting websites, events and FB public fan pages. The main outcomes of interest were the number of started applications and the time and cost per application associated with the FB and traditional recruitment strategies. A target sample of 350 was sought and a total of 81 participants applied to participate over the 42-week recruitment period. Overall, 86% of the resultant applications occurred via FB recruitment and a Poisson regression analysis indicated the FB strategies were more time-effective, recruiting participants 2.5 times faster than the traditional strategies. However, there were no differences in cost-effectiveness for FB ($US37 per participant) and traditional strategies ($US40 per participant). The findings of the current study add to existing literature detailing the value of FB recruitment strategies, alongside more traditional strategies, as a way of recruiting hard-to-reach populations for research. However, more research is needed to explore alternative and optimal strategies for the successful recruitment of hard to reach populations via FB and other online social media platforms.
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Affiliation(s)
- Rony Kayrouz
- Department of Psychology, Macquarie University, Sydney, Australia
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Fialkowski MK, Yamanaka A, Wilkens LR, Braun KL, Butel J, Ettienne R, McGlone K, Remengesau S, Power JM, Johnson E, Gilmatam D, Fleming T, Acosta M, Belyeu-Camacho T, Shomour M, Sigrah C, Nigg C, Novotny R. Recruitment Strategies and Lessons Learned from the Children's Healthy Living Program Prevalence Survey. AIMS Public Health 2016; 3:140-157. [PMID: 29546153 PMCID: PMC5690270 DOI: 10.3934/publichealth.2016.1.140] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Accepted: 03/16/2016] [Indexed: 11/18/2022] Open
Abstract
The US Affiliated Pacific region's childhood obesity prevalence has reached epidemic proportions. To guide program and policy development, a multi-site study was initiated, in collaboration with partners from across the region, to gather comprehensive information on the regional childhood obesity prevalence. The environmental and cultural diversity of the region presented challenges to recruiting for and implementing a shared community-based, public health research program. This paper presents the strategies used to recruit families with young children (n = 5775 for children 2 - 8 years old) for obesity-related measurement across eleven jurisdictions in the US Affiliated Pacific Region. Data were generated by site teams that provided summaries of their recruitment strategies and lessons learned. Conducting this large multi-site prevalence study required considerable coordination, time and flexibility. In every location, local staff knowledgeable of the community was hired to lead recruitment, and participant compensation reflected jurisdictional appropriateness (e.g., gift cards, vouchers, or cash). Although recruitment approaches were site-specific, they were predominantly school-based or a combination of school- and community-based. Lessons learned included the importance of organization buy-in; communication, and advance planning; local travel and site peculiarities; and flexibility. Future monitoring of childhood obesity prevalence in the region should consider ways to integrate measurement activities into existing organizational infrastructures for sustainability and cost-effectiveness, while meeting programmatic (e.g. study) goals.
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Affiliation(s)
- Marie K Fialkowski
- Department of Human Nutrition, Food, and Animal Sciences, University of Hawai'i at Mānoa, Honolulu, HI
| | - Ashley Yamanaka
- Department of Human Nutrition, Food, and Animal Sciences, University of Hawai'i at Mānoa, Honolulu, HI
| | - Lynne R Wilkens
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu HI
| | - Kathryn L Braun
- Office of Public Health Studies, University of Hawai'i at Mānoa, Honolulu, HI
| | - Jean Butel
- Department of Human Nutrition, Food, and Animal Sciences, University of Hawai'i at Mānoa, Honolulu, HI
| | - Reynolette Ettienne
- Department of Human Nutrition, Food, and Animal Sciences, University of Hawai'i at Mānoa, Honolulu, HI
| | - Katalina McGlone
- Department of Human Nutrition, Food, and Animal Sciences, University of Hawai'i at Mānoa, Honolulu, HI
| | - Shelley Remengesau
- Department of Human Nutrition, Food, and Animal Sciences, University of Hawai'i at Mānoa, Honolulu, HI
| | - Julianne M Power
- Center for Alaska Native Health Research, University of Alaska Fairbanks, AK
| | - Emihner Johnson
- Island Food Community of Pohnpei, Kolonia, Pohnpei, Federated States of Micronesia
| | - Daisy Gilmatam
- Yap State Hospital, Colonia, Yap, Federated States of Micronesia
| | - Travis Fleming
- Community and Natural Resources Division, American Samoa Community College, Mesepa, AS
| | - Mark Acosta
- College of Natural and Applied Sciences, University of Guam, Mangilao, GU
| | - Tayna Belyeu-Camacho
- Cooperative Research, Extension, and Education Service, Northern Marianas College, Saipan, MP
| | - Moria Shomour
- Chuuk State Department of Health Services, Weno, Chuuk, Federated States of Micronesia
| | - Cecilia Sigrah
- Kosrae State Hospital, Tofol, Kosrae, Federated States of Micronesia
| | - Claudio Nigg
- Office of Public Health Studies, University of Hawai'i at Mānoa, Honolulu, HI
| | - Rachel Novotny
- Department of Human Nutrition, Food, and Animal Sciences, University of Hawai'i at Mānoa, Honolulu, HI
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Richardson JL, Stephens S, Thomas SHL, Jamry-Dziurla A, de Jong-van den Berg L, Zetstra-van der Woude P, Laursen M, Hliva V, Mt-Isa S, Bourke A, Dreyer NA, Blackburn SC. An International Study of the Ability and Cost-Effectiveness of Advertising Methods to Facilitate Study Participant Self-Enrolment Into a Pilot Pharmacovigilance Study During Early Pregnancy. JMIR Public Health Surveill 2016; 2:e13. [PMID: 27227148 PMCID: PMC4869218 DOI: 10.2196/publichealth.5366] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Revised: 01/12/2016] [Accepted: 01/17/2016] [Indexed: 11/13/2022] Open
Abstract
Background Knowledge of the fetal effects of maternal medication use in pregnancy is often inadequate and current pregnancy pharmacovigilance (PV) surveillance methods have important limitations. Patient self-reporting may be able to mitigate some of these limitations, providing an adequately sized study sample can be recruited. Objective To compare the ability and cost-effectiveness of several direct-to-participant advertising methods for the recruitment of pregnant participants into a study of self-reported gestational exposures and pregnancy outcomes. Methods The Pharmacoepidemiological Research on Outcomes of Therapeutics by a European Consortium (PROTECT) pregnancy study is a non-interventional, prospective pilot study of self-reported medication use and obstetric outcomes provided by a cohort of pregnant women that was conducted in Denmark, the Netherlands, Poland, and the United Kingdom. Direct-to-participant advertisements were provided via websites, emails, leaflets, television, and social media platforms. Results Over a 70-week recruitment period direct-to-participant advertisements engaged 43,234 individuals with the study website or telephone system; 4.78% (2065/43,234) of which were successfully enrolled and provided study data. Of these 90.4% (1867/2065) were recruited via paid advertising methods, 23.0% (475/2065) of whom were in the first trimester of pregnancy. The overall costs per active recruited participant were lowest for email (€23.24) and website (€24.41) advertisements and highest for leaflet (€83.14) and television (€100.89). Website adverts were substantially superior in their ability to recruit participants during their first trimester of pregnancy (317/668, 47.5%) in comparison with other advertising methods (P<.001). However, we identified international variations in both the cost-effectiveness of the various advertisement methods used and in their ability to recruit participants in early pregnancy. Conclusions Recruitment of a pregnant cohort using direct-to-participant advertisement methods is feasible, but the total costs incurred are not insubstantial. Future research is needed to identify advertising strategies capable of recruiting large numbers of demographically representative pregnant women, preferentially in early pregnancy.
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Affiliation(s)
- Jonathan Luke Richardson
- The UK Teratology Information ServiceNewcastle upon Tyne Hospitals NHS Foundation TrustNewcastle upon TyneUnited Kingdom.,Institute of Cellular MedicineNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Sally Stephens
- The UK Teratology Information ServiceNewcastle upon Tyne Hospitals NHS Foundation TrustNewcastle upon TyneUnited Kingdom.,Institute of Cellular MedicineNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Simon Hugh Lynton Thomas
- The UK Teratology Information ServiceNewcastle upon Tyne Hospitals NHS Foundation TrustNewcastle upon TyneUnited Kingdom.,Institute of Cellular MedicineNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Anna Jamry-Dziurla
- Department of Medical GeneticsPoznan University of Medical SciencesPoznanPoland
| | - Lolkje de Jong-van den Berg
- Unit of PharmacoEpidemiology and PharmacoEconomicsDepartment of PharmacyUniversity of GroningenGroningenNetherlands
| | | | - Maja Laursen
- Department of Data Delivery and Medicinal Product StatisticsThe Danish Health Data AuthorityCopenhagenDenmark
| | - Valerie Hliva
- Quintiles Real-World and Late Phase ResearchSt. PrexSwitzerland
| | - Shahrul Mt-Isa
- Imperial Clinical Trials UnitSchool of Public HealthImperial College LondonLondonUnited Kingdom
| | - Alison Bourke
- Real World Evidence SolutionsIMS HealthLondonUnited Kingdom
| | - Nancy A Dreyer
- Quintiles Real-World & Late Phase ResearchCambridge, MAUnited States
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Tavener M, Mooney R, Thomson C, Loxton D. The Australian Longitudinal Study on Women's Health: Using Focus Groups to Inform Recruitment. JMIR Res Protoc 2016; 5:e31. [PMID: 26902160 PMCID: PMC4782014 DOI: 10.2196/resprot.5020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Revised: 10/20/2015] [Accepted: 11/05/2015] [Indexed: 11/29/2022] Open
Abstract
Background Recruitment and retention of participants to large-scale, longitudinal studies can be a challenge, particularly when trying to target young women. Qualitative inquiries with members of the target population can prove valuable in assisting with the development of effective recruiting techniques. Researchers in the current study made use of focus group methodology to identify how to encourage young women aged 18-23 to participate in a national cohort online survey. Objective Our objectives were to gain insight into how to encourage young women to participate in a large-scale, longitudinal health survey, as well as to evaluate the survey instrument and mode of administration. Methods The Australian Longitudinal Study on Women’s Health used focus group methodology to learn how to encourage young women to participate in a large-scale, longitudinal Web-based health survey and to evaluate the survey instrument and mode of administration. Nineteen groups, involving 75 women aged 18-23 years, were held in remote, regional, and urban areas of New South Wales and Queensland. Results Focus groups were held in 2 stages, with discussions lasting from 19 minutes to over 1 hour. The focus groups allowed concord to be reached regarding survey promotion using social media, why personal information was needed, strategies to ensure confidentiality, how best to ask sensitive questions, and survey design for ease of completion. Recruitment into the focus groups proved difficult: the groups varied in size between 1 and 8 participants, with the majority conducted with 2 participants. Conclusions Intense recruitment efforts and variation in final focus group numbers highlights the “hard to reach” character of young women. However, the benefits of conducting focus group discussions as a preparatory stage to the recruitment of a large cohort for a longitudinal Web-based health survey were upheld.
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Affiliation(s)
- Meredith Tavener
- University of Newcastle, Research Centre for Generational Health and Ageing, Callaghan, Australia.
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Hildebrand J, Burns S, Zhao Y, Lobo R, Howat P, Allsop S, Maycock B. Potential and Challenges in Collecting Social and Behavioral Data on Adolescent Alcohol Norms: Comparing Respondent-Driven Sampling and Web-Based Respondent-Driven Sampling. J Med Internet Res 2015; 17:e285. [PMID: 26704736 PMCID: PMC4705369 DOI: 10.2196/jmir.4762] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Revised: 10/09/2015] [Accepted: 10/16/2015] [Indexed: 12/04/2022] Open
Abstract
Background Respondent-driven sampling (RDS) is a method successfully used to research hard-to-access populations. Few studies have explored the use of the Internet and social media with RDS, known as Web-based RDS (WebRDS). This study explored the use of combining both “traditional” RDS and WebRDS to examine the influences on adolescent alcohol use. Objective This paper reports on the recruitment processes and the challenges and enablers of both RDS and WebRDS. It details comparative recruitment data and provides a summary of the utility of both methods for recruiting adolescents to participate in an online survey investigating youth alcohol norms. Methods Process evaluation data collected from research staff throughout the study were used to assess the challenges and solutions of RDS and WebRDS. Pearson chi-square test (Fisher’s exact test if applicable) was used to compare the differences in sociodemographics and drinking behavior between data collected by RDS and WebRDS. Results Of the total sample (N=1012), 232 adolescents were recruited by RDS and 780 by WebRDS. A significantly larger proportion of Aboriginal or Torres Strait Islander (P<.001) participants who spoke English as their main language at home (P=.03), and of middle and lower socioeconomic status (P<.001) was found in the RDS sample. The RDS sample was also found to have a higher occurrence of past 7-day drinking (P<.001) and past 7-day risky drinking (P=.004). No significant differences in gender, age, past month alcohol use, and lifetime alcohol use were observed between the RDS and WebRDS samples. This study revealed RDS and WebRDS used similar lengths of chains for recruiting participants; however, WebRDS conducted a faster rate of recruitment at a lower average cost per participant compared to RDS. Conclusions Using WebRDS resulted in significant improvements in the recruitment rate and was a more effective and efficient use of resources than the traditional RDS method. However, WebRDS resulted in partially different sample characteristics to traditional RDS. This potential effect should be considered when selecting the most appropriate data collection method.
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Affiliation(s)
- Janina Hildebrand
- Collaboration for Evidence, Research and Impact in Public Health, School of Public Health, Curtin University, Bentley, Australia
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Rowlands IJ, Loxton D, Dobson A, Mishra GD. Seeking Health Information Online: Association with Young Australian Women's Physical, Mental, and Reproductive Health. J Med Internet Res 2015; 17:e120. [PMID: 25986630 PMCID: PMC4468597 DOI: 10.2196/jmir.4048] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Revised: 03/17/2015] [Accepted: 03/23/2015] [Indexed: 01/25/2023] Open
Abstract
Background Relatively little is known about the extent to which young adults use the Internet as a health information resource and whether there are factors that distinguish between those who do and do not go online for health information. Objective The aim was to identify the sociodemographic, physical, mental, and reproductive health factors associated with young women’s use of the Internet for health information. Methods We used data from 17,069 young women aged 18-23 years who participated in the Australian Longitudinal Study on Women’s Health. Multivariable logistic regression was used to estimate the association between sociodemographic, physical, mental, and reproductive health factors associated with searching the Internet for health information. Results Overall, 43.54% (7433/17,069) of women used the Internet for health information. Women who used the Internet had higher odds of regular urinary or bowel symptoms (OR 1.44, 95% CI 1.36-1.54), psychological distress (very high distress: OR 1.24, 95% CI 1.13-1.37), self-reported mental health diagnoses (OR 1.16, 95% CI 1.09-1.23), and menstrual symptoms (OR 1.25, 95% CI 1.15-1.36) than women who did not use the Internet for health information. Internet users were less likely to have had blood pressure checks (OR 0.85, 95% CI 0.78-0.93) and skin cancer checks (OR 0.90, 95% CI 0.84-0.97) and to have had a live birth (OR 0.74, 95% CI 0.64-0.86) or pregnancy loss (OR 0.88, 95% CI 0.79-0.98) than non-Internet users. Conclusions Women experiencing “stigmatized” conditions or symptoms were more likely to search the Internet for health information. The Internet may be an acceptable resource that offers “anonymized” information or support to young women and this has important implications for health service providers and public health policy.
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Affiliation(s)
- Ingrid Jean Rowlands
- Centre for Longitudinal and Life Course Research, School of Public Health, University of Queensland, Brisbane, Australia.
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