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Browning WR, Yildiz M, Maxwell CD, Sullivan TP, Yefimova M, Hernandez Chilatra JA, Pickering CEZ. Patterns of Family Conflict and Accusations of Abuse in Dementia Family Caregivers: A Latent Class Analysis. THE GERONTOLOGIST 2024; 64:gnae108. [PMID: 39166288 PMCID: PMC11446213 DOI: 10.1093/geront/gnae108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Family conflict is a stressor for dementia family caregivers, yet its impact may differ based on the relationship between caregivers and their recipients. This study's objectives were to categorize caregivers into groups based on family conflict, examine whether the relationship to the recipient influences group membership, and determine whether these groups are associated with engaging in abusive and neglectful behaviors. RESEARCH DESIGN AND METHODS This national, cross-sectional study of 453 dementia family caregivers used latent class analysis to generate groups based on family conflict and abuse accusations. A multinomial logistic regression determined if relationship type (i.e., being a spouse, child, or grandchild to the care recipient or having a nontraditional relationship) predicted group membership. Groups were examined as predictors of abusive and neglectful behaviors using analysis of variance. RESULTS A 4-class solution emerged as the best fit: 3 groups with varying probabilities of family conflict and 1 group with elevated probabilities of abuse and neglect accusations. Relationship typed predicted membership in these classes. Group membership predicted abusive and neglectful behaviors. DISCUSSION AND IMPLICATIONS Adult children were more likely to experience high amounts of family conflict, whereas nontraditional caregivers were less likely to experience abuse and neglect accusations. Membership in the accusations group was a unique risk factor for abusive and neglectful behaviors. These findings support the need for continued investigation of family conflict in dementia caregivers. They also call to examine how family relationship types, including nontraditional family structures, influence caregiving outcomes.
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Affiliation(s)
- Wesley R Browning
- Department of Research, Cizik School of Nursing, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Mustafa Yildiz
- Department of Research, Cizik School of Nursing, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | | | - Tami P Sullivan
- Department of Psychiatry, School of Medicine, Yale University, New Haven, Connecticut, USA
| | - Maria Yefimova
- Center for Nursing Excellence & Innovation, University of California San Francisco, San Francisco, California, USA
- Department of Physiological Nursing, University of California San Francisco, San Francisco, California, USA
| | - Jessica A Hernandez Chilatra
- Department of Research, Cizik School of Nursing, University of Texas Health Science Center at Houston, Houston, Texas, USA
- McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Carolyn E Z Pickering
- Department of Research, Cizik School of Nursing, University of Texas Health Science Center at Houston, Houston, Texas, USA
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French B, Babbage C, Bird K, Marsh L, Pelton M, Patel S, Cassidy S, Rennick-Egglestone S. Data Integrity Issues With Web-Based Studies: An Institutional Example of a Widespread Challenge. JMIR Ment Health 2024; 11:e58432. [PMID: 39284170 PMCID: PMC11443183 DOI: 10.2196/58432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 07/03/2024] [Accepted: 07/13/2024] [Indexed: 10/04/2024] Open
Abstract
This paper reports on the growing issues experienced when conducting web-based-based research. Nongenuine participants, repeat responders, and misrepresentation are common issues in health research posing significant challenges to data integrity. A summary of existing data on the topic and the different impacts on studies is presented. Seven case studies experienced by different teams within our institutions are then reported, primarily focused on mental health research. Finally, strategies to combat these challenges are presented, including protocol development, transparent recruitment practices, and continuous data monitoring. These strategies and challenges impact the entire research cycle and need to be considered prior to, during, and post data collection. With a lack of current clear guidelines on this topic, this report attempts to highlight considerations to be taken to minimize the impact of such challenges on researchers, studies, and wider research. Researchers conducting web-based research must put mitigating strategies in place, and reporting on mitigation efforts should be mandatory in grant applications and publications to uphold the credibility of web-based research.
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Affiliation(s)
- Blandine French
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Camilla Babbage
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Katherine Bird
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Lauren Marsh
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Mirabel Pelton
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Shireen Patel
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Sarah Cassidy
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
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Saunders EC, Budney AJ, Cavazos-Rehg P, Scherer E, Bell K, John D, Marsch LA. Evaluating preferences for medication formulation and treatment model among people who use opioids non-medically: A web-based cross-sectional study. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 163:209383. [PMID: 38670531 PMCID: PMC11180569 DOI: 10.1016/j.josat.2024.209383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 02/19/2024] [Accepted: 04/22/2024] [Indexed: 04/28/2024]
Abstract
INTRODUCTION Over the past decade, treatment for opioid use disorder has expanded to include long-acting injectable and implantable formulations of medication for opioid use disorder (MOUD), and integrated treatment models systematically addressing both behavioral and physical health. Patient preference for these treatment options has been underexplored. Gathering data on OUD treatment preferences is critical to guide the development of patient-centered treatment for OUD. This cross-sectional study assessed preferences for long-acting MOUD and integrated treatment using an online survey. METHODS An online Qualtrics survey assessed preferences for MOUD formulation and integrated treatment models. The study recruited participants (n = 851) in October and November 2019 through advertisements or posts on Facebook, Google AdWords, Reddit, and Amazon Mechanical Turk (mTurk). Eligible participants scored a two or higher on the opioid pain reliever or heroin scales of the Tobacco, Alcohol Prescription Medication and other Substance Use (TAPS) Tool. Structured survey items obtained patient preference for MOUD formulation and treatment model. Using stated preference methods, the study assessed preference via comparison of preferred options for MOUD and treatment model. RESULTS In the past year, 824 (96.8 %) participants reported non-prescribed use of opioid pain relievers (mean TAPS score = 2.72, SD = 0.46) and 552 (64.9 %) reported heroin or fentanyl use (mean TAPS score = 2.73, SD = 0.51). Seventy-four percent of participants (n = 631) reported currently or previously receiving OUD treatment, with 407 (48.4 %) receiving MOUD. When asked about preferences for type of MOUD formulation, 452 (53.1 %) preferred a daily oral formulation, 115 (13.5 %) preferred an implant, 114 (13.4 %) preferred a monthly injection and 95 (11.2 %) preferred a weekly injection. Approximately 8.8 % (n = 75) would not consider MOUD regardless of formulation. The majority of participants (65.2 %, n = 555) preferred receiving treatment in a specialized substance use treatment program distinct from their medical care, compared with receiving care in an integrated model (n = 296, 34.8 %). CONCLUSIONS Though most participants expressed willingness to try long-acting MOUD formulations, the majority preferred short-acting formulations. Likewise, the majority preferred non-integrated treatment in specialty substance use settings. Reasons for these preferences provide insight on developing effective educational tools for patients and suggesting targets for intervention to develop a more acceptable treatment system.
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Affiliation(s)
- Elizabeth C Saunders
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, Lebanon, NH, USA.
| | - Alan J Budney
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, Lebanon, NH, USA.
| | - Patricia Cavazos-Rehg
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
| | - Emily Scherer
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, Lebanon, NH, USA
| | - Kathleen Bell
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, Lebanon, NH, USA.
| | | | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, Lebanon, NH, USA.
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An J, Fan W, Mittal A, Zhang Y, Chen AT. Mobile App Use among Persons with Fibromyalgia: A Cross-sectional Survey. THE JOURNAL OF PAIN 2024; 25:104515. [PMID: 38522593 DOI: 10.1016/j.jpain.2024.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 03/12/2024] [Accepted: 03/18/2024] [Indexed: 03/26/2024]
Abstract
Persons with fibromyalgia experience a diverse set of symptoms. Recommendations for management generally focus on multidisciplinary approaches involving multiple modalities. Mobile apps can be an essential component for self-management, yet little is known about how persons with fibromyalgia use mobile apps for health-related purposes. A cross-sectional survey (N = 663) was conducted to understand the real-world use of apps among persons with fibromyalgia. The survey included 2 main foci: 1) eHealth literacy and use of information sources, and 2) mobile app use patterns and preferences for health-related purposes, including the types of apps used and usage characteristics of apps currently in use, as well as those that had been discontinued. Respondents' average eHealth literacy as measured by eHealth Literacy Scale (eHEALS) was 31.4 (SD = 7.1), and they utilized diverse information sources. Approximately two-thirds of the sample used mobile apps; the remaining one-third did not. Diverse health management needs were represented in the apps reported, including scheduling/time management, notetaking, fitness, and wellness. Compared to apps that had been discontinued, participants rated apps that they still used higher in terms of ease of use and used them more frequently. Reasons for discontinuing app use included issues with privacy, the effort required, lack of interest, and lack of perceived quality. Other reasons for app nonuse were lack of awareness and how-to knowledge, indicating that disseminating information about apps and addressing other barriers, such as providing user support, are critical to increasing uptake. These study findings can inform both app design and dissemination. PERSPECTIVE: This article presents how persons with fibromyalgia use mobile apps to manage their health. The findings could inform the development of digital interventions or programs for this population.
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Affiliation(s)
- Jiaxin An
- School of Information, University of Texas at Austin, Austin, Texas
| | - Wei Fan
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, Washington
| | - Anant Mittal
- Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, Washington
| | - Yan Zhang
- School of Information, University of Texas at Austin, Austin, Texas
| | - Annie T Chen
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, Washington
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Reed ND, Bull S, Shrestha U, Sarche M, Kaufman CE. Combating Fraudulent Participation in Urban American Indian and Alaska Native Virtual Health Research: Protocol for Increasing Data Integrity in Online Research (PRIOR). JMIR Res Protoc 2024; 13:e52281. [PMID: 38869930 PMCID: PMC11211704 DOI: 10.2196/52281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 02/15/2024] [Accepted: 04/18/2024] [Indexed: 06/14/2024] Open
Abstract
BACKGROUND While the advantages of using the internet and social media for research recruitment are well documented, the evolving online environment also enhances motivations for misrepresentation to receive incentives or to "troll" research studies. Such fraudulent assaults can compromise data integrity, with substantial losses in project time; money; and especially for vulnerable populations, research trust. With the rapid advent of new technology and ever-evolving social media platforms, it has become easier for misrepresentation to occur within online data collection. This perpetuation can occur by bots or individuals with malintent, but careful planning can help aid in filtering out fraudulent data. OBJECTIVE Using an example with urban American Indian and Alaska Native young women, this paper aims to describe PRIOR (Protocol for Increasing Data Integrity in Online Research), which is a 2-step integration protocol for combating fraudulent participation in online survey research. METHODS From February 2019 to August 2020, we recruited participants for formative research preparatory to an online randomized control trial of a preconceptual health program. First, we described our initial protocol for preventing fraudulent participation, which proved to be unsuccessful. Then, we described modifications we made in May 2020 to improve the protocol performance and the creation of PRIOR. Changes included transferring data collection platforms, collecting embedded geospatial variables, enabling timing features within the screening survey, creating URL links for each method or platform of data collection, and manually confirming potentially eligible participants' identifying information. RESULTS Before the implementation of PRIOR, the project experienced substantial fraudulent attempts at study enrollment, with less than 1% (n=6) of 1300 screened participants being identified as truly eligible. With the modified protocol, of the 461 individuals who completed a screening survey, 381 did not meet the eligibility criteria assessed on the survey. Of the 80 that did, 25 (31%) were identified as ineligible via PRIOR. A total of 55 (69%) were identified as eligible and verified in the protocol and were enrolled in the formative study. CONCLUSIONS Fraudulent surveys compromise study integrity, validity of the data, and trust among participant populations. They also deplete scarce research resources including respondent compensation and personnel time. Our approach of PRIOR to prevent online misrepresentation in data was successful. This paper reviews key elements regarding fraudulent data participation in online research and demonstrates why enhanced protocols to prevent fraudulent data collection are crucial for building trust with vulnerable populations. TRIAL REGISTRATION ClinicalTrials.gov NCT04376346; https://www.clinicaltrials.gov/study/NCT04376346. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/52281.
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Affiliation(s)
- Nicole D Reed
- Centers for American Indian and Alaska Native Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
- Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Sheana Bull
- Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Umit Shrestha
- Colorado School of Public Health, Colorado State University, Fort Collins, CO, United States
| | - Michelle Sarche
- Centers for American Indian and Alaska Native Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
- Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Carol E Kaufman
- Centers for American Indian and Alaska Native Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
- Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
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Wright M, Matheson J, Watson TM, Sproule B, Le Foll B, Brands B. Participant Fraud in Virtual Qualitative Substance Use Research: Recommendations and Considerations for Detection and Prevention Based on a Case Study. Subst Use Misuse 2024; 59:1261-1270. [PMID: 38503716 DOI: 10.1080/10826084.2024.2330892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
Background: The COVID-19 pandemic has accelerated and amplified the use of virtual research methods. While online research has several advantages, it also provides greater opportunity for individuals to misrepresent their identities to fraudulently participate in research for financial gain. Participant deception and fraud have become a growing concern for virtual research. Reports of deception and preventative strategies have been discussed within online quantitative research, particularly survey studies. Though, there is a dearth of literature surrounding these issues pertaining to qualitative studies, particularly within substance use research. Results: In this commentary, we detail an unforeseen case study of several individuals who appeared to deliberately misrepresent their identities and information during participation in a virtual synchronous qualitative substance use study. Through our experiences, we offer strategies to detect and prevent participant deception and fraud, as well as challenges to consider when implementing these approaches. Conclusions: Without general awareness and protective measures, the integrity of virtual research methods remains vulnerable to inaccuracy. As online research continues to expand, it is essential to proactively design innovative solutions to safeguard future studies against increasingly sophisticated deception and fraud.
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Affiliation(s)
- Madison Wright
- Department of Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Justin Matheson
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Tara Marie Watson
- Provincial System Support Program, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Beth Sproule
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Pharmacy Department, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Bernard Le Foll
- Department of Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Acute Care Program, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario, Canada
| | - Bruna Brands
- Department of Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Office of Drug Research and Surveillance, Controlled Substances and Cannabis Branch, Health Canada, Ottawa, Ontario, Canada
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Lee J, Choi H. ICD-11 complex posttraumatic stress disorder and subclasses of borderline personality disorder in a South Korean adult population with childhood abuse experiences: a latent class analysis. Borderline Personal Disord Emot Dysregul 2023; 10:36. [PMID: 38098052 PMCID: PMC10722676 DOI: 10.1186/s40479-023-00242-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Complex posttraumatic stress disorder (CPTSD) and borderline personality disorder (BPD), which are distinctive diagnoses, share the common risk factor of childhood abuse experiences. However, additional evidence is needed to determine which factors contribute to the manifestation of different symptoms. METHOD Participants were 499 South Korean early and midlife adults with primarily college level education who reported experiences of childhood abuse. They were enrolled from an online panel using a stratified sampling considering gender, age, and residence information. A latent class analysis (LCA) was conducted to identify the patterns of CPTSD and BPD symptoms. We adopted a three-step LCA to compare types of childhood abuse, invalidating environments, attachment styles, and pathological personality traits among different classes. RESULTS The LCA revealed four classes. Class 1 showed the highest scores in all symptoms and risk factors. Class 2 was distinguished from Class 3 by the externalizing versus internalizing associated pathological personality traits. Class 3 experienced high emotional neglect in addition to other types of abuse and it also showed an additional avoidant attachment style. Class 4 showed low symptomatology. CONCLUSION Class 1 was named as a CPTSD and BPD "comorbid" class, Class 2 as an "externalizing BPD" class, Class 3 as an "avoidant BPD" class, and Class 4 as a "low symptom" class. Childhood abuse may heighten the risk for high comorbidity of CPTSD and BPD as well as externalizing-internalizing subgroups of BPD. Beyond the identification of CPTSD and BPD, assessing attachment styles and pathological personality traits based on dimensional approaches would benefit the tailoring of effective treatment.
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Affiliation(s)
- Jisu Lee
- Chungbuk National University, Cheongju, South Korea
| | - Hyunjung Choi
- Chungbuk National University, Cheongju, South Korea.
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Sefcik JS, Hathaway Z, DiMaria-Ghalili RA. When snowball sampling leads to an avalanche of fraudulent participants in qualitative research. Int J Older People Nurs 2023; 18:e12572. [PMID: 37632269 PMCID: PMC10843676 DOI: 10.1111/opn.12572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 07/31/2023] [Accepted: 08/06/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Fraudulent research participants create negative consequences for the rigour and soundness of research. AIMS A case study is presented from a qualitative study where the research team believed several fraudulent participants fabricated information during an interview about being a caregiver for a person living with dementia and chronic wounds. MATERIALS & METHODS Participants were recruited through a free online research registry. Individual semi-structured interviews were held virtually. RESULTS The study was paused after the nurse scientist with qualitative methodology experience identified that participants were giving illogical and repetitive responses across interviews. The team developed a revised screening tool to help reduce fraudulent participants from enrolling in the study. None of the data collected were used for analysis. DISCUSSION Information is provided on how the team dealt with the situation, lessons learned for future studies, and recommendations for gerontological nurse researchers. CONCLUSION Researchers should be aware that some participants are misrepresenting themselves for financial incentives and this can compromise the soundness of findings. Thorough screening tools are one way to identify and prevent fraud.
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Affiliation(s)
- Justine S Sefcik
- Drexel University College of Nursing and Health Professions, Philadelphia, Pennsylvania, USA
| | - Zachary Hathaway
- Drexel University College of Nursing and Health Professions, Philadelphia, Pennsylvania, USA
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Hartman R, Moss AJ, Rabinowitz I, Bahn N, Rosenzweig C, Robinson J, Litman L. Do you know the Wooly Bully? Testing era-based knowledge to verify participant age online. Behav Res Methods 2023; 55:3313-3325. [PMID: 36131198 DOI: 10.3758/s13428-022-01944-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2022] [Indexed: 11/08/2022]
Abstract
People in online studies sometimes misrepresent themselves. Regardless of their motive for doing so, participant misrepresentation threatens the validity of research. Here, we propose and evaluate a way to verify the age of online respondents: a test of era-based knowledge. Across six studies (N = 1543), participants of various ages completed an age verification instrument. The instrument assessed familiarity with cultural phenomena (e.g., songs and TV shows) from decades past and present. We consistently found that our instrument discriminated between people of different ages. In Studies 1a and 1b, self-reported age correlated strongly with performance on the instrument (mean r = .8). In Study 2, the instrument reliably detected imposters who we knew were misrepresenting their age. For impostors, self-reported age did not correlate with performance on the instrument (r = .077). Finally, in Studies 3a, 3b, and 3c, the instrument remained robust with African Americans, people from low educational backgrounds, and recent immigrants to the United States. Thus, our instrument shows promise for verifying the age of online respondents, and, as we discuss, our approach of assessing "insider knowledge" holds great promise for verifying other identities within online studies.
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Affiliation(s)
- Rachel Hartman
- CloudResearch, Flushing, NY, USA
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | | | - Cheskie Rosenzweig
- CloudResearch, Flushing, NY, USA
- Department of Clinical Psychology, Columbia University, New York, NY, USA
| | - Jonathan Robinson
- CloudResearch, Flushing, NY, USA
- Department of Computer Science, Lander College, Kew Gardens Hills, NY, USA
| | - Leib Litman
- CloudResearch, Flushing, NY, USA.
- Department of Psychology, Lander College, 75-31 150TH ST, Kew Gardens Hills, NY, 11367, USA.
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Vilardaga R, Thrul J, DeVito A, Kendzor DE, Sabo P, Khafif TC. Review of strategies to investigate low sample return rates in remote tobacco trials: A call to action for more user-centered design research. ADDICTION NEUROSCIENCE 2023; 7:100090. [PMID: 37424632 PMCID: PMC10327900 DOI: 10.1016/j.addicn.2023.100090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Remote collection of biomarkers of tobacco use in clinical trials poses significant challenges. A recent meta-analysis and scoping review of the smoking cessation literature indicated that sample return rates are low and that new methods are needed to investigate the underlying causes of these low rates. In this paper we conducted a narrative review and heuristic analysis of the different human factors approaches reported to evaluate and/or improve sample return rates among 31 smoking cessation studies recently identified in the literature. We created a heuristic metric (with scores from 0 to 4) to evaluate the level of elaboration or complexity of the user-centered design strategy reported by researchers. Our review of the literature identified five types of challenges typically encountered by researchers (in that order): usability and procedural, technical (device related), sample contamination (e.g., polytobacco), psychosocial factors (e.g., digital divide), and motivational factors. Our review of strategies indicated that 35% of the studies employed user-centered design methods with the remaining studies relying on informal methods. Among the studies that employed user-centered design methods, only 6% reached a level of 3 in our user-centered design heuristic metric. None of the studies reached the highest level of complexity (i.e., 4). This review examined these findings in the context of the larger literature, discussed the need to address the role of health equity factors more directly, and concluded with a call to action to increase the application and reporting of user-centered design strategies in biomarkers research.
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Affiliation(s)
- Roger Vilardaga
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Department of Human Centered Design and Engineering, University of Washington, Seattle, Washington, USA
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Anthony DeVito
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Darla E. Kendzor
- The TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Patricia Sabo
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Tatiana Cohab Khafif
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Bipolar Disorder Program (PROMAN), Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
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Chen AT, Komi M, Bessler S, Mikles SP, Zhang Y. Integrating statistical and visual analytic methods for bot identification of health-related survey data. J Biomed Inform 2023; 144:104439. [PMID: 37419375 DOI: 10.1016/j.jbi.2023.104439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 07/02/2023] [Accepted: 07/04/2023] [Indexed: 07/09/2023]
Abstract
OBJECTIVE In recent years, we have increasingly observed issues concerning quality of online information due to misinformation and disinformation. Aside from social media, there is growing awareness that questionnaire data collected using online recruitment methods may include suspect data provided by bots. Issues with data quality can be particularly problematic in health and/or biomedical contexts; thus, developing robust methods for suspect data identification and removal is of paramount importance in informatics. In this study, we describe an interactive visual analytics approach to suspect data identification and removal and demonstrate the application of this approach on questionnaire data pertaining to COVID-19 derived from different recruitment venues, including listservs and social media. METHODS We developed a pipeline for data cleaning, pre-processing, analysis, and automated ranking of data to address data quality issues. We then employed the ranking in conjunction with manual review to identify suspect data and remove them from subsequent analyses. Last, we compared differences in the data before and after removal. RESULTS We performed data cleaning, pre-processing, and exploratory analysis on a survey dataset (N = 4,163) collected using multiple recruitment mechanins using the Qualtrics survey platform. Based on these results, we identified suspect features and used these to generate a suspect feature indicator for each survey response. We excluded survey responses that did not fit the inclusion criteria for the study (n = 29) and then performed manual review of the remaining responses, triangulating with the suspect feature indicator. Based on this review, we excluded 2,921 responses. Additional responses were excluded based on a spam classification by Qualtrics (n=13), and the percentage of survey completion (n=328), resulting in a final sample size of 872. We performed additional analyses to demonstrate the extent to which the suspect feature indicator was congruent with eventual inclusion, as well as compared the characteristics of the included and excluded data. CONCLUSION Our main contributions are: 1) a proposed framework for data quality assessment, including suspect data identification and removal; 2) the analysis of potential consequences in terms of representation bias in the dataset; and 3) recommendations for implementation of this approach in practice.
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Affiliation(s)
- Annie T Chen
- Department of Biomedical Informatics and Medical Education, University of Washington School of Medicine, 850 Republican St., Box 358047, Seattle, WA 98195, United States.
| | - Midori Komi
- University of Washington, Department of Mathematics Box 354350, Seattle, WA 98195-4350, United States
| | - Sierrah Bessler
- University of Washington, Department of Applied Mathematics, 4182 W Stevens Way NE, Seattle, WA 98105, United States.
| | - Sean P Mikles
- Lineberger Comprehensive Cancer Outcomes Program, Lineberger Comprehensive Cancer Center, UNC School of Medicine, 450 West Drive, Chapel Hill, NC 27514, United States
| | - Yan Zhang
- School of Information, The University of Texas at Austin, 1616 Guadalupe Suite #5.202, Austin, TX 78701-1213, United States.
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Litman L, Rosen Z, Hartman R, Rosenzweig C, Weinberger-Litman SL, Moss AJ, Robinson J. Did people really drink bleach to prevent COVID-19? A guide for protecting survey data against problematic respondents. PLoS One 2023; 18:e0287837. [PMID: 37406017 DOI: 10.1371/journal.pone.0287837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 05/29/2023] [Indexed: 07/07/2023] Open
Abstract
Survey respondents who are non-attentive, respond randomly, or misrepresent who they are can impact the outcomes of surveys. Prior findings reported by the CDC have suggested that people engaged in highly dangerous cleaning practices during the COVID-19 pandemic, including ingesting household cleaners such as bleach. In our attempts to replicate the CDC's results, we found that 100% of reported ingestion of household cleaners are made by problematic respondents. Once inattentive, acquiescent, and careless respondents are removed from the sample, we find no evidence that people ingested cleaning products to prevent a COVID-19 infection. These findings have important implications for public health and medical survey research, as well as for best practices for avoiding problematic respondents in all survey research conducted online.
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Affiliation(s)
- Leib Litman
- CloudResearch, New York, New York, United States of America
- Department of Psychology, Lander College, New York, New York, United States of America
| | - Zohn Rosen
- Department of Health Policy and Management, Mailman School of Public Health, Columbia University, New York, New York, United States of America
| | - Rachel Hartman
- CloudResearch, New York, New York, United States of America
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Cheskie Rosenzweig
- CloudResearch, New York, New York, United States of America
- Department of Clinical Psychology, Columbia University, New York, New York, United States of America
| | | | - Aaron J Moss
- CloudResearch, New York, New York, United States of America
| | - Jonathan Robinson
- CloudResearch, New York, New York, United States of America
- Department of Computer Science, Lander College, New York, New York, United States of America
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13
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Koo LW, Baur C, Horowitz AM, Wang MQ. Parental Health Literacy, Empowerment, and Advocacy for Food Allergy Safety in Schools: A Cross-Sectional Study. Health Lit Res Pract 2023; 7:e165-e175. [PMID: 37698847 PMCID: PMC10495122 DOI: 10.3928/24748307-20230823-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 02/10/2023] [Indexed: 09/13/2023] Open
Abstract
BACKGROUND Approximately 8% of elementary school-aged children in the United States have food allergies, a complicated health management situation that requires parents to use many types of health literacy, empowerment, and advocacy skills to work with school staff to protect their children. OBJECTIVE This cross-sectional study examined (a) whether the highest versus lowest levels of functional, communicative, and critical health literacy are associated with higher perceived effectiveness of parental advocacy behaviors for safe food allergy management in schools [parental advocacy]; and (b) whether communicative and critical health literacy are more strongly associated with parental advocacy than functional health literacy. METHODS A sample of parents of elementary school-aged children was recruited through 26 food allergy organizations and a research patient registry. Participants completed an anonymous online survey. Self-reported measurements of parental health literacy, empowerment, and advocacy were adapted and refined through pre-testing and pilot-testing. General linear model analyses were conducted to predict parental advocacy. KEY RESULTS Participants (N = 313) were predominantly White, college-educated mothers with moderately high levels of food allergy knowledge, health literacy, empowerment, and parental advocacy skills. Parents who scored at the highest levels in the three dimensions of health literacy reported they engaged in more effective advocacy behaviors than parents who scored at the lowest levels. Parental advocacy was predicted largely by parental empowerment and the quality of the relationship with the school (B = .41 and B = .40, respectively). Functional health literacy and the child's diagnosis of asthma were smaller predictors. While accounting for covariates, functional health literacy was significantly associated with parental advocacy whereas communicative and critical health literacy were not. CONCLUSIONS Interventions to impact parental empowerment and parent-school relationships, including a health-literate universal precautions approach of communicating food allergy school policies, may influence parental advocacy for food allergy safety in schools. Further research could use a performance-based multidimensional measure of health literacy. [HLRP: Health Literacy Research and Practice. 2023;7(3):e165-e175.].
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Affiliation(s)
- Laura W. Koo
- Address correspondence to Laura W. Koo, PhD, MS, FNP-BC, University of Maryland School of Nursing, 655 West Lombard Street, Suite 375D, Baltimore, MD 21201;
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14
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Robinson C, Newby C, Rennick-Egglestone S, Llewellyn-Beardsley J, Ng F, Elliott RA, Slade M. Statistical analysis plans for two randomised controlled trials of the Narrative Experiences Online (NEON) Intervention: impact of receiving recorded mental health recovery narratives on quality of life in people experiencing psychosis (NEON) and people experiencing non-psychosis mental health problems (NEON-O). Trials 2023; 24:343. [PMID: 37210551 PMCID: PMC10199433 DOI: 10.1186/s13063-023-07246-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 03/13/2023] [Indexed: 05/22/2023] Open
Abstract
BACKGROUND Mental health recovery narratives are a first-hand account of an individual's recovery from mental health distress, access to narratives can aid recovery. The NEON Intervention is a web-application providing access to a managed collection of narratives. We present the statistical analysis plan for assessing the effectiveness of the NEON Intervention in improving quality of life at 1-year post-randomisation. We pay particular focus on the statistical challenges encountered due to the online nature of this trial. METHODS AND DESIGN The NEON Intervention is assessed in two trial populations, one for people with experience of psychosis in the last 5 years, and mental health distress in the last six months (NEON Trial) and one for people with experience of non-psychosis mental health problems (NEON-O Trial). Both NEON trials are two-arm randomised controlled superiority trials comparing the effectiveness of the NEON Intervention with usual care. The target sample size is 684 randomised participants for NEON and 994 for NEON-O. Participants were randomised centrally in a 1:1 ratio. RESULTS The primary outcome is the mean score of subjective items on the Manchester Short Assessment of Quality-of-Life questionnaire (MANSA) at 52 weeks. Secondary outcomes are scores from the Herth Hope Index, Mental Health Confidence Scale, Meaning of Life questionnaire, CORE-10 questionnaire and Euroqol 5-Dimension 5-Level (EQ-5D-5L). CONCLUSION This manuscript is the statistical analysis plan (SAP) for the NEON trials. Any post hoc analysis, such as those requested by journal reviewers will be clearly labelled as such in the final trial reporting. Trial registration Both trials were prospectively registered. NEON Trial: ISRCTN11152837, registered on 13 August 2018. NEON-O Trial: ISRCTN63197153, registered on 9 January 2020.
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Affiliation(s)
- Clare Robinson
- Centre for Evaluation and Methods, Pragmatic Clinical Trials Unit, Queen Mary University of London, London, UK
| | - Chris Newby
- School of Medicine, University of Nottingham, Nottingham, UK.
| | | | - Joy Llewellyn-Beardsley
- Institute of Mental Health, School of Health Sciences, University of Nottingham, Nottingham, UK
| | - Fiona Ng
- Institute of Mental Health, School of Health Sciences, University of Nottingham, Nottingham, UK
| | - Rachel A Elliott
- Manchester Centre for Health Economics, School of Health Sciences, University of Manchester, Manchester, UK
| | - Mike Slade
- Institute of Mental Health, School of Health Sciences, University of Nottingham, Nottingham, UK
- Faculty of Nursing and Health Sciences, Health and Community Participation Division, Nord University, Namsos, Norway
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15
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Renner RM, Ennis M, Maazi M, Dunn S, Norman WV, Kaczorowski J, Guilbert E. Development and pilot testing of the 2019 Canadian Abortion Provider Survey. Pilot Feasibility Stud 2023; 9:49. [PMID: 36959670 PMCID: PMC10034882 DOI: 10.1186/s40814-023-01279-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 03/10/2023] [Indexed: 03/25/2023] Open
Abstract
BACKGROUND Substantial changes in abortion care regulations, available medications and national clinical practice guidelines have occurred since a 2012 national Canadian Abortion Provider Survey (CAPS). We developed and piloted the CAPS 2019 survey instrument to explore changes of the abortion provider workforce, their clinical care as well as experiences with stigma and harassment. METHODS We undertook development and piloting in three phases: (1) development of the preliminary survey sections and questions based on the 2012 survey instrument, (2) content validation and feasibility of including certain content aspects via a modified Delphi Method with panels of clinical and research experts, and (3) pilot testing of the draft survey for face validity and clarity of language; assessing usability of the web-based Research Electronic Data Capture platform including the feasibility of complex skip pattern functionality. We performed content analysis of phase 2 results and used a general inductive approach to identify necessary survey modifications. RESULTS In phase 1, we generated a survey draft that reflected the changes in Canadian abortion care regulations and guidelines and included questions for clinicians and administrators providing first and second trimester surgical and medical abortion. In phase 2, we held 6 expert panel meetings of 5-8 participants each representing clinicians, administrators and researchers to provide feedback on the initial survey draft. Due to the complexity of certain identified aspects, such as interdisciplinary collaboration and interprovincial care delivery differences, we revised the survey sections through an iterative process of meetings and revisions until we reached consensus on constructs and questions to include versus exclude for not being feasible. In phase 3, we made minor revisions based on pilot testing of the bilingual, web-based survey among additional experts chosen to be widely representative of the study population. Demonstrating its feasibility, we included complex branching and skip pattern logic so each respondent only viewed applicable questions based on their prior responses. CONCLUSIONS We developed and piloted the CAPS 2019 survey instrument suitable to explore characteristics of a complex multidisciplinary workforce, their care and experience with stigma on a national level, and that can be adapted to other countries.
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Affiliation(s)
- Regina M Renner
- Department of Obstetrics and Gynaecology, University of British Columbia, Suite 930, 1125 Howe Street, Vancouver, BC Canada, V6Z 2K8, Canada.
- Contraception and Abortion Research Team, Women's Health Research Institute, BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, BC Canada, V6H 3N1, Canada.
| | - Madeleine Ennis
- Department of Obstetrics and Gynaecology, University of British Columbia, Suite 930, 1125 Howe Street, Vancouver, BC Canada, V6Z 2K8, Canada
- Contraception and Abortion Research Team, Women's Health Research Institute, BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, BC Canada, V6H 3N1, Canada
| | - Mahan Maazi
- Contraception and Abortion Research Team, Women's Health Research Institute, BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, BC Canada, V6H 3N1, Canada
| | - Sheila Dunn
- Contraception and Abortion Research Team, Women's Health Research Institute, BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, BC Canada, V6H 3N1, Canada
- Department of Family and Community Medicine, University of Toronto, 27 King's College Cir, Toronto, ON Canada, M5S 1A1, Canada
| | - Wendy V Norman
- Contraception and Abortion Research Team, Women's Health Research Institute, BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, BC Canada, V6H 3N1, Canada
- Department of Family Practice, University of British Columbia, 3Rd Floor David Strangway Building, 5950 University Boulevard, Vancouver, BC Canada, V6T 1Z3, Canada
- Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, 15-17 Tavistock Place, London, WC1H 9SH, UK
| | - Janusz Kaczorowski
- Contraception and Abortion Research Team, Women's Health Research Institute, BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, BC Canada, V6H 3N1, Canada
- Department of Family and Emergency Medicine, Université de Montréal, Montreal, Pavillon Roger-Gaudry, 2900 Edouard Montpetit Blvd, Montreal, QC, H3T 1J4, Canada
| | - Edith Guilbert
- Contraception and Abortion Research Team, Women's Health Research Institute, BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, BC Canada, V6H 3N1, Canada
- Department of Obstetrics, Gynecology and Reproduction, Laval University, 2325 Rue de L'Université, Québec City, QC Canada, G1V 0A6, Canada
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16
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Jo Y, Choi H. Factor Structure and Clinical Correlates of The Dissociative Symptoms Scale (DSS) Korean Version Among Community Sample With Adverse Childhood Experiences. J Trauma Dissociation 2023; 24:380-394. [PMID: 36809920 DOI: 10.1080/15299732.2023.2181474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
This study examined the factor structure and psychometric properties of the Dissociative Symptoms Scale (DSS) among the Korean community adult population with adverse childhood experiences (ACE). Data were drawn from community sample data sets collected from an online panel investigating the impact of ACE and ultimately consisted of data from a total of 1304 participants. A confirmatory factor analysis revealed a bi-factor model with a general factor and four sub-factors such as depersonalization/derealization, gaps in awareness and memory, sensory misperceptions, and cognitive behavioral reexperiencing, which are the four factors that correspond to the original DSS. The DSS showed good internal consistency as well as convergent validity with clinical correlates such as posttraumatic stress disorder, somatoform dissociation, and emotion dysregulation. The high-risk group with more ACE was associated with increased DSS. These findings support the multidimensionality of dissociation and the validity of Korean DSS scores in a general population sample.
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Affiliation(s)
- Yoonhyoung Jo
- Department of Psychology, Chungbuk National University, Cheongju, South Korea
| | - Hyunjung Choi
- Department of Psychology, Chungbuk National University, Cheongju, South Korea
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17
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Alaraj RA, Brown B, Polonijo AN. "If People Were Told About the Cancer, They'd Want to Get Vaccinated": Knowledge, Attitudes, and Beliefs About HPV Vaccination Among Mid-Adult Men. Am J Mens Health 2023; 17:15579883231153310. [PMID: 36786329 PMCID: PMC9932770 DOI: 10.1177/15579883231153310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023] Open
Abstract
In 2018, nine-valent human papillomavirus (HPV) vaccine eligibility expanded to include adults aged 27 to 45. This study aimed to identify knowledge, attitudes, and beliefs (KABs) about HPV and HPV vaccination among newly eligible mid-adult men, for whom uptake in adolescence and younger adulthood remains suboptimal. We conducted six virtual focus groups (N = 34 participants) with unvaccinated men aged 27 to 45 living in Southern California's Inland Empire. Data were systematically analyzed to identify emergent themes using the rigorous and accelerated data reduction technique. The sample of men was diverse (79% Hispanic, non-Hispanic Black, Asian, or mixed race/ethnicity; 26% gay or bisexual) and captured participants from across the socioeconomic spectrum. Eighty-eight percent of participants had never received a provider recommendation to be vaccinated against HPV. Many had unanswered questions about HPV and HPV vaccination, could not recall any HPV-related cancers that affect men, and were unaware of their current eligibility for vaccination. Embarrassment and stigma surrounding vaccination against a sexually transmitted infection, concerns about vaccine side effects and safety, and preferences for preventing HPV via "safer sex" and monogamy were salient barriers to vaccination. Nevertheless, many men were eager to learn more about HPV vaccination and engage with health care providers around that topic. Interventions aimed at improving men's knowledge, changing social norms, and supporting health providers to identify HPV vaccine-eligible patients may be especially fruitful for facilitating shared clinical decision-making between mid-adult men and their health care providers.
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Affiliation(s)
- Raneem A. Alaraj
- College of Natural and Agricultural
Sciences, University of California, Riverside, CA, USA
| | - Brandon Brown
- Department of Social Medicine,
Population, and Public Health, School of Medicine, University of California,
Riverside, CA, USA
| | - Andrea N. Polonijo
- Department of Sociology and the Health
Sciences Research Institute, University of California, Merced, CA, USA,Andrea N. Polonijo, Department of
Sociology, University of California, Merced, 5200 North Lake Road, Merced, CA
95343, USA.
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18
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Lehavot K, Beaver K, Rhew I, Dashtestani K, Upham M, Shipherd J, Kauth M, Kaysen D, Simpson T. Disparities in Mental Health and Health Risk Behaviors for LGBT Veteran Subgroups in a National U.S. Survey. LGBT Health 2022; 9:543-554. [PMID: 35766966 DOI: 10.1089/lgbt.2022.0039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Purpose: This study examined differences in mental health and health risk behaviors across sexual orientation and gender identity among U.S. veterans. Methods: Veterans were recruited through targeted social media advertising, community organizations, and listservs to complete an online survey (N = 1062). Generalized linear regression was used to evaluate differences in outcomes between subgroups, which included cisgender heterosexual men and women, lesbian women, gay men, bisexual men and women, transgender men and women, and veterans with other gender identities. Results: Transgender men and women reported a significantly higher prevalence of lifetime suicide plans and attempts compared to all other subgroups within the respective genders. Beyond this finding, patterns of all outcomes varied by gender. Compared to other subgroups of men, transgender men reported higher prevalence of posttraumatic stress disorder, whereas cisgender gay men reported higher prevalence of lifetime cocaine use and positive human immunodeficiency virus (HIV) status. Within the women subgroups, all LGBT subgroups reported higher prevalence of lifetime smoking and past-year marijuana use compared to heterosexual women. Cisgender lesbian women also reported higher prevalence of past-month heavy episodic drinking, and cisgender bisexual women reported higher prevalence of lifetime cocaine and stimulant use compared to other groups. Conclusion: Transgender women and men reported significantly higher prevalence of lifetime suicide plans and attempts than other groups, highlighting this as an area in need of urgent public health attention. Other disparity patterns indicated the importance of examining subgroups within the LGBT veteran community.
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Affiliation(s)
- Keren Lehavot
- Health Services Research & Development (HSR&D) Center of Innovation (COIN), VA Puget Sound Health Care System, Seattle, Washington, USA.,Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, Washington, USA.,Department of Health Systems and Population Health, University of Washington, Seattle, Washington, USA
| | - Kristine Beaver
- Health Services Research & Development (HSR&D) Center of Innovation (COIN), VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Isaac Rhew
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Krista Dashtestani
- Health Services Research & Development (HSR&D) Center of Innovation (COIN), VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Michelle Upham
- Health Services Research & Development (HSR&D) Center of Innovation (COIN), VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Jillian Shipherd
- LGBTQ+ Health Program, Office of Patient Care Services, Veterans Health Administration, Washington, District of Columbia, USA.,National Center for Posttraumatic Stress Disorder, VA Boston Healthcare System, Boston, Massachusetts, USA.,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Michael Kauth
- LGBTQ+ Health Program, Office of Patient Care Services, Veterans Health Administration, Washington, District of Columbia, USA.,South Central Mental Illness Research, Education and Clinical Center, Michael E. DeBakey VA Medical Center, Houston, Texas, USA.,Department of Psychiatry, Baylor College of Medicine, Houston, Texas, USA
| | - Debra Kaysen
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
| | - Tracy Simpson
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, Washington, USA.,Center of Excellence in Substance Abuse Treatment and Education (CESATE), VA Puget Sound Health Care System, Seattle, Washington, USA.,Mental Illness Research, Education, and Clinical Center (MIRECC), VA Puget Sound Health Care System, Seattle, Washington, USA
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Bedard-Gilligan MA, Dworkin ER, Kaysen D, Ojalehto HJ, Stappenbeck CA, Lindgren KP. A pilot study on the feasibility, acceptability, and preliminary efficacy of a brief text message intervention for co-occurring alcohol misuse and PTSD symptoms in a community sample. J Anxiety Disord 2022; 91:102615. [PMID: 35988440 DOI: 10.1016/j.janxdis.2022.102615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 07/11/2022] [Accepted: 08/04/2022] [Indexed: 11/29/2022]
Abstract
Accessible, brief, and self-directed intervention are needed to improve treatment access for individuals with co-occuring PTSD and alcohol misuse. This pilot study tests the feasibility, acceptability, and preliminary efficacy of a brief text message intervention based on cognitive behavioral therapy plus message framing (CBT + Framing) compared to active control providing kind support and attention (KAM), to reduce PTSD symptoms and alcohol use. Two waves of community-based data collection (Wave 1 n = 50; Wave 2 n = 59) were completed. Participants self-reported symptoms at baseline, post-intervention, and 8-week follow-up. Engagement and retention were high, suggesting messages were feasible and acceptable. Across waves and conditions, from baseline to follow-up primary outcomes of PTSD symptoms (medium to large effects), weekly drinks (medium effects), and heavy episodic drinking (small to medium effects) decreased. Consistent with hypotheses, CBT + Framing outperformed KAM for PTSD at post in Wave 2 and for number of heavy drinking episodes at both post and follow-up in Wave 1. Contrary to hypotheses, KAM outperformed CBT + Framing for PTSD at post in Wave 1, and minimal differences were observed between conditions for weekly drinks in both waves. Future studies should continue to develop and test brief, accessible interventions.
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Affiliation(s)
| | - Emily R Dworkin
- University of Washington, Department of Psychiatry, Box 356560, Seattle, WA 98195, USA
| | - Debra Kaysen
- University of Washington, Department of Psychiatry, Box 356560, Seattle, WA 98195, USA
| | - Heidi J Ojalehto
- University of Washington, Department of Psychiatry, Box 356560, Seattle, WA 98195, USA
| | - Cynthia A Stappenbeck
- University of Washington, Department of Psychiatry, Box 356560, Seattle, WA 98195, USA
| | - Kristen P Lindgren
- University of Washington, Department of Psychiatry, Box 356560, Seattle, WA 98195, USA
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20
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Ajuwon AM, Insel K. Health literacy, illness perception, depression, and self-management among African Americans with type 2 diabetes. J Am Assoc Nurse Pract 2022; 34:1066-1074. [PMID: 35944227 DOI: 10.1097/jxx.0000000000000763] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 06/30/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) causes significant morbidity and mortality. Compared with non-Hispanic Whites, African Americans are more likely to suffer and die from T2DM. PURPOSE This study examines the associations between health literacy, illness perception, depression, working memory, executive function, and self-management among African Americans (18-65 years) with T2DM. METHODOLOGY A descriptive cross-sectional design was used. Data were collected through Research Electronic Data Capture and transferred to the Statistical Package for the Social Sciences software version 26 for statistical analysis. Fifty-three participants met study eligibility criteria. RESULTS Health literacy was associated with depression ( r = -0.433, p = .003), more concerns about illness ( r = -0.357, p = .02), and better medication adherence ( r = 0.487, p = .001). Higher levels of depression were inversely associated with medication adherence ( r = -0.449, p = .002; r = 0.449, p = .003). Higher concern about illness was associated with lower medication adherence ( r = -0.414, p = .005). CONCLUSIONS Lower health literacy coupled with illness perception and depression is associated with lower self-management behaviors among African Americans which can lead to complications of T2DM. More studies are needed to examine the association of cognitive factors with self-management activities among African Americans with T2DM. IMPLICATIONS Limited health literacy is associated with lower medication adherence among African Americans with T2DM. Illness perception is a significant factor that influences self-management of T2DM among African Americans. Using screening tools that assess health literacy and illness perception may address underlying concerns regarding adherence to T2DM treatment regimens in African Americans.
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Affiliation(s)
| | - Kathleen Insel
- University of Arizona, College of Nursing, Tucson, Arizona
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21
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Polonijo AN, Sein S, Maldonado R, Santos JD, Brown B. Promoting vaccination during rapid HIV testing: Recommendations from men who have sex with men in California. HEALTH & SOCIAL CARE IN THE COMMUNITY 2022; 30:e2580-e2589. [PMID: 34985804 PMCID: PMC9253199 DOI: 10.1111/hsc.13702] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/29/2021] [Accepted: 12/17/2021] [Indexed: 05/31/2023]
Abstract
Community-based rapid HIV testing is effective for reaching racial-ethnically diverse men who have sex with men (MSM), offering an opportunity for bundled health promotion interventions. Given MSM experience a heightened prevalence of human papillomavirus (HPV) and meningococcal disease, we examined their preferences for bundling rapid HIV testing with an intervention to promote vaccination against these infections. In 2020, we conducted five virtual focus groups (N = 25 participants) in English and Spanish with MSM in Southern California's Inland Empire. Participants discussed their knowledge about HPV and meningitis vaccination and attitudes toward receiving vaccination information and referrals during rapid HIV tests. We used the rigorous and accelerated data reduction technique to systematically analyse the data. Participants had a mean age of 30, were socioeconomically diverse, and predominantly (68%) Hispanic. 96% had ever been tested for HIV, while only 28% were vaccinated against HPV and/or meningitis. Most participants were unaware of MSM's elevated risk for HPV and meningitis and were eager to receive vaccination information from LGBTQ+-friendly providers. However, many participants emphasised rapid HIV testing was stressful and anticipated feeling overwhelmed if presented with vaccination information in this setting. Preferred formats for vaccine promotion included pamphlets and resources that could be discretely accessed online, supported by broader advertising featuring diverse MSM on social media, dating apps, and posters in the community. Overall, our findings suggest that bundling health promotion messages with rapid HIV testing may be ineffective, as the anxiety associated with taking an HIV test may interfere with such messages and their impact.
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Affiliation(s)
- Andrea N. Polonijo
- Department of Sociology and the Health Sciences Research Institute, University of California, Merced, Merced, CA, USA
| | - Shawna Sein
- Continuing and Distance Education, University of Vermont, Burlington, VT, USA
| | | | | | - Brandon Brown
- Department of Social Medicine, Population and Public Health, University of California, Riverside, School of Medicine, Riverside, CA, US
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22
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Mentis C, Maroulis G, Latinopoulos D, Bithas K. The effects of environmental information provision on plastic bag use and marine environment status in the context of the environmental levy in Greece. ENVIRONMENT, DEVELOPMENT AND SUSTAINABILITY 2022:1-22. [PMID: 35729922 PMCID: PMC9188922 DOI: 10.1007/s10668-022-02465-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 05/20/2022] [Indexed: 06/15/2023]
Abstract
The focus of this study is to examine the level of awareness, as well as the impacts of environmental information provision, regarding plastic bag consumption in Greece, taking into consideration the effects of plastic pollution in the marine environment within the framework of the environmental levy. This study was conducted through the use of two structured questionnaires as web-based surveys. The aim of both questionnaires was to explore citizen attitudes towards the marine environment in addition to their preferences with regard to the implementation of a program aimed at marine conservation and the reduction of plastic bag use. Data on plastic bag consumption at a national level were also incorporated. This research was carried out according to the contingent valuation method aimed at estimating citizen willingness-to-pay (WTP) on both structured questionnaires. The first questionnaire utilized the minimal legal WTP (ML-WTP) model resulting in 834 responses in total, while the second questionnaire applied a double-bounded dichotomous choice method and amassed 713 responses in aggregate. Based on the results of the first questionnaire, pre-existing environmentally friendly behaviour was further enhanced by the introduction of the environmental levy on plastic bags. The second questionnaire revealed that marine conservation is based both on collective as well as individual responsibility. This study provides evidence that the utilization of both economic and non-economic measures may be very effective in considerably reducing plastic bag consumption and its detrimental impact on the marine environment.
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Affiliation(s)
- Charalampos Mentis
- Department of Economic and Regional Development, Institute of Urban Environment & Human Resources, Panteion University, 29 Aristotelous St, 17671 Kallithea, Athens, Greece
| | - George Maroulis
- Department of Economic and Regional Development, Institute of Urban Environment & Human Resources, Panteion University, 29 Aristotelous St, 17671 Kallithea, Athens, Greece
| | - Dionysis Latinopoulos
- School of Spatial Planning and Development, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Kostas Bithas
- Department of Economic and Regional Development, Institute of Urban Environment & Human Resources, Panteion University, 29 Aristotelous St, 17671 Kallithea, Athens, Greece
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23
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Pickering CEZ, Maxwell CD, Yefimova M, Wang D, Puga F, Sullivan T. Early Stages of COVID-19 Pandemic Had No Discernable Impact on Risk of Elder Abuse and Neglect Among Dementia Family Caregivers: A Daily Diary Study. JOURNAL OF FAMILY VIOLENCE 2022; 38:1-11. [PMID: 35578604 PMCID: PMC9095055 DOI: 10.1007/s10896-022-00392-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 03/20/2022] [Indexed: 06/15/2023]
Abstract
There is widespread concern that elder abuse and neglect (EAN) incidents increased during the onset of the COVID-19 pandemic due in part to increases in risk factors. Initial reports relying on administrative systems such as adult protective services records produced mixed results regarding whether or not there was a change in EAN incidents. Using data from an ongoing longitudinal study on EAN in dementia family caregiving that started before the pandemic, we assessed the hypothesis that the pandemic is related to a change in probability of EAN and EAN protective factors. Family caregivers to persons with dementia completed two waves of 21 daily diaries, 6-months apart, assessing their daily use of EAN behaviors. The first group (n = 32) completed their first wave before the pandemic and their second wave during the pandemic. The second group (n = 32) completed both waves during the pandemic. For this cohort, the generalized linear mixed logistic model results showed inconsistent associations between the onset of COVID-19 and the probability of a caregiver engaging in elder abuse or neglect behaviors. In terms of protective factors, the use of formal services was not significantly impacted by COVID-19; however, the likelihood of receiving informal support from family and friends increased significantly during the pandemic period. Dementia family caregivers were not likely impacted negatively by initial pandemic restrictions, such as shelter-in-place orders, as anticipated. These findings contribute to our understanding of how distal, disruptive processes may influence more proximal caregiver stresses and the likelihood of EAN. Supplementary Information The online version contains supplementary material available at 10.1007/s10896-022-00392-8.
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Affiliation(s)
- Carolyn E. Z. Pickering
- School of Nursing, The University of Alabama at Birmingham, NB Room #470H | 1720 2nd Avenue South, Birmingham, AL 35294-1210 USA
| | | | - Maria Yefimova
- Office of Research, Patient Care Services, Stanford Healthcare, Stanford, CA USA
| | - Danny Wang
- School of Nursing, The University of Alabama at Birmingham, NB Room #470H | 1720 2nd Avenue South, Birmingham, AL 35294-1210 USA
| | - Frank Puga
- School of Nursing, The University of Alabama at Birmingham, NB Room #470H | 1720 2nd Avenue South, Birmingham, AL 35294-1210 USA
| | - Tami Sullivan
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT USA
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24
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Polonijo AN, Mahapatra D, Brown B. "I Thought It Was Just For Teenagers": Knowledge, Attitudes, and Beliefs about HPV Vaccination Among Women Aged 27 to 45. Womens Health Issues 2022; 32:301-308. [PMID: 35246353 DOI: 10.1016/j.whi.2022.01.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 01/21/2022] [Accepted: 01/25/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE We aimed to identify human papillomavirus (HPV) and HPV vaccine-related knowledge, attitudes, and beliefs among women aged 27-45 years, who became eligible for HPV vaccination in 2018. METHODS Eight virtual focus groups were conducted with 52 unvaccinated cisgender women aged 27-45 years living in Southern California's Inland Empire. Themes related to women's knowledge, attitudes, and beliefs were systematically identified using the rigorous and accelerated data reduction technique. RESULTS The sample was diverse: 62% of participants were Hispanic, Black, or Asian; 17% identified as lesbian or bisexual; and annual household incomes ranged from $0 to $260,000 (median, $60,500). Key qualitative themes centered on 1) questions about HPV and HPV vaccination, 2) knowledge and beliefs about HPV and HPV vaccination, 3) concerns about vaccine side effects and safety, 4) low perceived benefits of vaccination, and 5) social factors influencing vaccine acceptance. Few participants were aware adults aged 27-45 years are eligible for HPV vaccination or that vaccination can still be beneficial after sexual debut. Many believed HPV vaccination caused serious side effects among adolescents and questioned whether safety had been adequately studied for newly eligible adults. Although many participants associated HPV vaccination with social stigma, some emphasized that vaccination was a way to exercise control over their health and prevent illness, given they could not always control the actions of their sexual contacts. CONCLUSIONS Findings provide insight into knowledge, attitudes, and beliefs about HPV and HPV vaccination among women aged 27-45 years, which may be useful for informing interventions to promote shared clinical decision-making between patients and health providers.
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Affiliation(s)
- Andrea N Polonijo
- Department of Sociology and the Health Sciences Research Institute, University of California, Merced, Merced, California.
| | - Durga Mahapatra
- Department of Behavioral and Community Health Sciences, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania
| | - Brandon Brown
- Department of Social Medicine, Population, & Public Health, University of California, Riverside School of Medicine, Riverside, California
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25
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McGuire MF, Vakulenko-Lagun B, Millis MB, Almakias R, Cole EP, Kim HKW. What is the adult experience of Perthes' disease? : initial findings from an international web-based survey. Bone Jt Open 2022; 3:404-414. [PMID: 35535518 PMCID: PMC9134832 DOI: 10.1302/2633-1462.35.bjo-2021-0185.r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
AIMS Perthes' disease is an uncommon hip disorder with limited data on the long-term outcomes in adulthood. We partnered with community-based foundations and utilized web-based survey methodology to develop the Adult Perthes Survey, which includes demographics, childhood and adult Perthes' disease history, the University of California Los Angeles (UCLA) Activity Scale item, Short Form-36, the Hip disability and Osteoarthritis Outcome Score, and a body pain diagram. Here we investigate the following questions: 1) what is the feasibility of obtaining > 1,000 survey responses from adults who had Perthes' disease using a web-based platform?; and 2) what are the baseline characteristics and demographic composition of our sample? METHODS The survey link was available publicly for 15 months and advertised among support groups. Of 1,505 participants who attempted the Adult Perthes survey, 1,182 completed it with a median timeframe of 11 minutes (IQR 8.633 to 14.72). Participants who dropped out were similar to those who completed the survey on several fixed variables. Participants represented 45 countries including the USA (n = 570; 48%), UK (n = 295; 25%), Australia (n = 133; 11%), and Canada (n = 46; 4%). Of the 1,182 respondents, 58% were female and the mean age was 39 years (SD 12.6). RESULTS Ages at onset of Perthes' disease were < six years (n = 512; 43%), six to seven years (n = 321; 27%), eight to 11 years (n = 261; 22%), and > 11 years (n = 76; 6%), similar to the known age distribution of Perthes' disease. During childhood, 40% (n = 476) of respondents had at least one surgery. Bracing, weightbearing restriction, and absence of any treatment varied significantly between USA and non-USA respondents (p < 0.001, p = 0.002, and p < 0.001, respectively). As adults, 22% (n = 261) had at least one total hip arthroplasty, and 30% (n = 347) had any type of surgery; both more commonly reported among women (p = 0.002). CONCLUSION While there are limitations due to self-sampling, our study shows the feasibility of obtaining a large set of patient-reported data from adults who had childhood Perthes' from multiple countries. Cite this article: Bone Jt Open 2022;3(5):404-414.
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Affiliation(s)
- Molly F. McGuire
- Department of Orthopedic Research, Scottish Rite for Children, Dallas, Texas, USA
| | | | - Michael B. Millis
- Department of Orthopedics, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Roi Almakias
- Department of Statistics, University of Haifa, Haifa, Israel
| | - Earl P. Cole
- Perthes Kids Foundation, Los Angeles, California, USA
| | - Harry K. W. Kim
- Department of Orthopedic Research, Scottish Rite for Children, Dallas, Texas, USA
- The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - A study from the International Perthes Study Group
- Department of Orthopedic Research, Scottish Rite for Children, Dallas, Texas, USA
- Department of Statistics, University of Haifa, Haifa, Israel
- Department of Orthopedics, Boston Children’s Hospital, Boston, Massachusetts, USA
- Perthes Kids Foundation, Los Angeles, California, USA
- The University of Texas Southwestern Medical Center, Dallas, Texas, USA
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26
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Pickering CEZ, Yefimova M, Wang D, Maxwell CD, Jablonski R. Dynamic structural equation modelling evaluating the progressively lowered stress threshold as an explanation for behavioural symptoms of dementia. J Adv Nurs 2022; 78:2448-2459. [PMID: 35118724 PMCID: PMC9545039 DOI: 10.1111/jan.15173] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 12/15/2021] [Accepted: 12/24/2021] [Indexed: 11/28/2022]
Abstract
Aim To evaluate the progressively lowered stress threshold (PLST) conceptual model as an explanation for behavioural symptoms of dementia and test several of its hypothesized propositions. The PLST model suggests that due to impairments in coping, persons living with dementia have a reduced threshold for stress and respond with more behavioural symptoms of dementia as stress accumulates throughout the day. Design Intensive longitudinal design. Methods A sample of N = 165 family caregivers completed brief daily diary surveys for 21 days between the dates of 7/2019 and 8/2020, reporting on a total of 2841 days. Dynamic structural equation modelling was used as the analytic technique to examine the impact of caregiver and care recipient environmental stressors on the diversity of behavioural symptoms of dementia to account for the nested data structure and autoregressive relationships. Findings Results show direct relationships between environmental stressors and diversity of behavioural symptoms of dementia that same day and the following day. Conclusion Findings provide support for the PLST model propositions. Further, findings suggest an extension to the conceptual model is warranted given evidence of an exposure/recovery trajectory and the lagged effects of stress exposure on behavioural symptoms of dementia presentation. Impact This study tested whether a commonly used nursing model does in fact explain the occurrence of behavioural symptoms of dementia. The main findings support using the model as an intervention framework and suggest the model should be adapted to consider recovery trajectories. Since behavioural symptoms of dementia represent complex and dynamic temporal phenomena, traditional longitudinal assessments and analyses are an insufficient measurement modality for testing models. Findings inform the design of environmental‐modification type interventions for behavioural symptoms of dementia management and the methods to evaluate such interventions.
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Affiliation(s)
| | - Maria Yefimova
- Division of Primary Care Population Health, Stanford University School of Medicine, Stanford, California, USA.,Office of Research Patient Care Services, Stanford Health Care, Stanford, California, USA
| | - Danny Wang
- School of Nursing, University of Alabama Birmingham, Birmingham, Alabama, USA
| | | | - Rita Jablonski
- School of Nursing, University of Alabama Birmingham, Birmingham, Alabama, USA
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27
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Possemato K, Wu J, Greene C, MacQueen R, Blonigen D, Wade M, Owen J, Keane T, Brief D, Lindley S, Prins A, Mackintosh MA, Carlson E. Web-Based Problem-solving Training With and Without Peer Support in Veterans With Unmet Mental Health Needs: Pilot Study of Feasibility, User Acceptability, and Participant Engagement. J Med Internet Res 2022; 24:e29559. [PMID: 35023846 PMCID: PMC8796046 DOI: 10.2196/29559] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 08/13/2021] [Accepted: 10/14/2021] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND eHealth tools have the potential to meet the mental health needs of individuals who experience barriers to accessing in-person treatment. However, most users have less than optimal engagement with eHealth tools. Coaching from peer specialists may increase their engagement with eHealth. OBJECTIVE This pilot study aims to test the feasibility and acceptability of a novel, completely automated web-based system to recruit, screen, enroll, assess, randomize, and then deliver an intervention to a national sample of military veterans with unmet mental health needs; investigate whether phone-based peer support increases the use of web-based problem-solving training compared with self-directed use; and generate hypotheses about potential mechanisms of action for problem-solving and peer support for future full-scale research. METHODS Veterans (N=81) with unmet mental health needs were recruited via social media advertising and enrolled and randomized to the self-directed use of a web-based problem-solving training called Moving Forward (28/81, 35%), peer-supported Moving Forward (27/81, 33%), or waitlist control (26/81, 32%). The objective use of Moving Forward was measured with the number of log-ins. Participants completed pre- and poststudy measures of mental health symptoms and problem-solving confidence. Satisfaction was also assessed post treatment. RESULTS Automated recruitment, enrollment, and initial assessment methods were feasible and resulted in a diverse sample of veterans with unmet mental health needs from 38 states. Automated follow-up methods resulted in 46% (37/81) of participants completing follow-up assessments. Peer support was delivered with high fidelity and was associated with favorable participant satisfaction. Participants randomized to receive peer support had significantly more Moving Forward log-ins than those of self-directed Moving Forward participants, and those who received peer support had a greater decrease in depression. Problem-solving confidence was associated with greater Moving Forward use and improvements in mental health symptoms among participants both with and without peer support. CONCLUSIONS Enrolling and assessing individuals in eHealth studies without human contact is feasible; however, different methods or designs are necessary to achieve acceptable participant engagement and follow-up rates. Peer support shows potential for increasing engagement in web-based interventions and reducing symptoms. Future research should investigate when and for whom peer support for eHealth is helpful. Problem-solving confidence should be further investigated as a mechanism of action for web-based problem-solving training. TRIAL REGISTRATION ClinicalTrials.gov NCT03555435; http://clinicaltrials.gov/ct2/show/NCT03555435.
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Affiliation(s)
- Kyle Possemato
- Veterans Affairs Center for Integrated Healthcare, Syracuse, NY, United States
| | - Justina Wu
- National Center for Post Traumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
| | - Carolyn Greene
- Veterans Affairs Office of Mental Health Services and Suicide Prevention, Washington, DC, United States
| | - Rex MacQueen
- Veterans Affairs Center for Integrated Healthcare, Syracuse, NY, United States
| | - Daniel Blonigen
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Michael Wade
- Veterans Affairs Center for Integrated Healthcare, Syracuse, NY, United States
| | - Jason Owen
- National Center for Post Traumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
| | - Terence Keane
- National Center for Post Traumatic Stress Disorder, Veterans Affairs Boston Healthcare System, Boston, MA, United States
| | - Deborah Brief
- National Center for Post Traumatic Stress Disorder, Veterans Affairs Boston Healthcare System, Boston, MA, United States
| | - Steven Lindley
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Annabel Prins
- National Center for Post Traumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
| | - Margaret-Anne Mackintosh
- National Center for Post Traumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
| | - Eve Carlson
- National Center for Post Traumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
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28
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Polonijo AN, Dubé K, Galea JT, Greene KY, Taylor J, Christensen C, Brown B. Attitudes Toward Payment for Research Participation: Results from a U.S. Survey of People Living with HIV. AIDS Behav 2022; 26:3267-3278. [PMID: 35386050 PMCID: PMC9474466 DOI: 10.1007/s10461-022-03660-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/12/2022] [Indexed: 02/04/2023]
Abstract
Little is known about how payment affects individuals' decisions to participate in HIV research. Using data from a U.S. survey of people living with HIV (N = 292), we examined potential research participants' attitudes toward payment, perceived study risk based on payment amount, and preferred payment forms, and how these factors vary by sociodemographic characteristics. Most respondents agreed people should be paid for HIV research participation (96%) and said payment would shape their research participation decisions (80%). Men, less formally educated individuals, and members of some minoritized racial-ethnic groups were less likely to be willing to participate in research without payment. Higher payment was associated with higher perceived study risks, while preferences for form of payment varied by age, gender, education, race-ethnicity, and census region of residence. Findings suggest payment may influence prospective research participants' risk-benefit calculus and participation, and that a one-size-fits-all approach to payment could differentially influence participation among distinct sociodemographic groups.
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Affiliation(s)
- Andrea N. Polonijo
- grid.266096.d0000 0001 0049 1282Department of Sociology and the Health Sciences Research Institute, University of California, Merced, 5200 North Lake Road, Merced, CA 95343 USA
| | - Karine Dubé
- grid.10698.360000000122483208Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Jerome T. Galea
- grid.170693.a0000 0001 2353 285XSchool of Social Work, University of South Florida, Tampa, FL USA ,grid.170693.a0000 0001 2353 285XCollege of Public Health, University of South Florida, Tampa, FL USA ,grid.38142.3c000000041936754XDepartment of Global Health and Social Medicine, Harvard University, Boston, MA USA
| | - Karah Yeona Greene
- grid.170693.a0000 0001 2353 285XSchool of Social Work, University of South Florida, Tampa, FL USA
| | - Jeff Taylor
- HIV+Aging Research Project–Palm Springs, Palm Springs, CA USA
| | | | - Brandon Brown
- grid.266097.c0000 0001 2222 1582Department of Social Medicine, Population and Public Health, University of California, Riverside, Riverside, CA USA
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29
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Guest JL, Adam E, Lucas IL, Chandler CJ, Filipowicz R, Luisi N, Gravens L, Leung K, Chavanduka T, Bonar EE, Bauermeister JA, Stephenson R, Sullivan PS. Methods for Authenticating Participants in Fully Web-Based Mobile App Trials from the iReach Project: Cross-sectional Study. JMIR Mhealth Uhealth 2021; 9:e28232. [PMID: 34463631 PMCID: PMC8441600 DOI: 10.2196/28232] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 06/09/2021] [Accepted: 06/17/2021] [Indexed: 02/02/2023] Open
Abstract
Background Mobile health apps are important interventions that increase the scale and reach of prevention services, including HIV testing and prevention counseling, pre-exposure prophylaxis, condom distribution, and education, of which all are required to decrease HIV incidence rates. The use of these web-based apps as well as fully web-based intervention trials can be challenged by the need to remove fraudulent or duplicate entries and authenticate unique trial participants before randomization to protect the integrity of the sample and trial results. It is critical to ensure that the data collected through this modality are valid and reliable. Objective The aim of this study is to discuss the electronic and manual authentication strategies for the iReach randomized controlled trial that were used to monitor and prevent fraudulent enrollment. Methods iReach is a randomized controlled trial that focused on same-sex attracted, cisgender males (people assigned male at birth who identify as men) aged 13-18 years in the United States and on enrolling people of color and those in rural communities. The data were evaluated by identifying possible duplications in enrollment, identifying potentially fraudulent or ineligible participants through inconsistencies in the data collected at screening and survey data, and reviewing baseline completion times to avoid enrolling bots and those who did not complete the baseline questionnaire. Electronic systems flagged questionable enrollment. Additional manual reviews included the verification of age, IP addresses, email addresses, social media accounts, and completion times for surveys. Results The electronic and manual strategies, including the integration of social media profiles, resulted in the identification and prevention of 624 cases of potential fraudulent, duplicative, or ineligible enrollment. A total of 79% (493/624) of the potentially fraudulent or ineligible cases were identified through electronic strategies, thereby reducing the burden of manual authentication for most cases. A case study with a scenario, resolution, and authentication strategy response was included. Conclusions As web-based trials are becoming more common, methods for handling suspicious enrollments that compromise data quality have become increasingly important for inclusion in protocols. International Registered Report Identifier (IRRID) RR2-10.2196/10174
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Affiliation(s)
- Jodie L Guest
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States.,School of Medicine, Emory University, Atlanta, GA, United States
| | - Elizabeth Adam
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Iaah L Lucas
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Cristian J Chandler
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Rebecca Filipowicz
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Nicole Luisi
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Laura Gravens
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Kingsley Leung
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Tanaka Chavanduka
- Center for Sexuality and Health Disparities, University of Michigan, Ann Arbor, MI, United States
| | - Erin E Bonar
- Center for Sexuality and Health Disparities, University of Michigan, Ann Arbor, MI, United States.,Department of Psychiatry and Addiction Center, University of Michigan, Ann Arbor, MI, United States.,Injury Prevention Center, University of Michigan, Ann Arbor, MI, United States
| | - Jose A Bauermeister
- School of Nursing, University of Pennsylvania, Philadelphia, PA, United States
| | - Rob Stephenson
- Center for Sexuality and Health Disparities, University of Michigan, Ann Arbor, MI, United States.,Department of Systems, Population and Leadership, School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Patrick S Sullivan
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
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30
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Heffner JL, Watson NL, Dahne J, Croghan I, Kelly MM, McClure JB, Bars M, Thrul J, Meier E. Recognizing and Preventing Participant Deception in Online Nicotine and Tobacco Research Studies: Suggested Tactics and a Call to Action. Nicotine Tob Res 2021; 23:1810-1812. [PMID: 33876244 PMCID: PMC8562415 DOI: 10.1093/ntr/ntab077] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 04/16/2021] [Indexed: 11/12/2022]
Affiliation(s)
- Jaimee L Heffner
- Fred Hutchinson Cancer Research Center, Division of Public Health
Sciences, Seattle, WA, USA
| | - Noreen L Watson
- Fred Hutchinson Cancer Research Center, Division of Public Health
Sciences, Seattle, WA, USA
| | - Jennifer Dahne
- Department of Psychiatry and Behavioral Sciences, Medical University of
South Carolina (MUSC), Charleston, SC,
USA
- Hollings Cancer Center, MUSC, Charleston,
SC, USA
| | - Ivana Croghan
- Mayo Clinic, Department of Medicine, Division of General Internal
Medicine and Nicotine Research Program, Rochester,
MN, USA
- SRNT University, Madison, WI,
USA
| | - Megan M Kelly
- VA Bedford Healthcare System, Bedford,
MA, USA
- University of Massachusetts Medical School,
Worcester, MA, USA
| | - Jennifer B McClure
- Kaiser Permanente Washington Health Research Institute (formerly Group
Health Research Institute), Seattle, WA,
USA
| | - Matthew Bars
- Fire Department of the City of New York, Bureau of Health Services,
Tobacco Treatment Program, Bayside, NY,
USA
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public
Health, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns
Hopkins, Baltimore, MD, USA
- Centre for Alcohol Policy Research, La Trobe University,
Bundoora, Melbourne, VIC, Australia
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31
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Greenberg KK, Schwartz AE, Kramer JM. Adoption of patient-reported outcome measures with youth with intellectual/developmental disabilities: Contextual influences and practice patterns. Child Care Health Dev 2021; 47:501-508. [PMID: 33646573 DOI: 10.1111/cch.12862] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 11/28/2020] [Accepted: 02/21/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND The purpose of this study was to identify potential barriers to patient reported outcome measure (PROM) adoption with youth and young adults with intellectual and/or developmental disabilities (IDD) and to understand current PROM adoption patterns of paediatric practitioners working with this population. METHODS We used a web-based survey to collect data from paediatric practitioners who work with youth with IDD about factors influencing the adoption of PROMs and the frequency of PROM use across age groups (elementary, middle school and high school/transition age) and practice settings (school and rehabilitation). RESULTS A total of 113 paediatric practitioners (occupational therapist = 48, physical therapist = 32, physician = 16, other = 17) responded to the survey with an average of 15 years of experience working with youth ages 8-21 with IDD. Accessibility and appropriateness, psychometric evidence, and time were most frequently ranked among the top three factors that influence practitioners' adoption of PROMs. Practitioners reported 'never or rarely' using PROMs 39%-65% of the time across age groups. CONCLUSIONS Our results suggest that paediatric practitioners may be infrequently using PROMs with youth with IDD because of perceived inaccessibility and time requirements of PROMs and practice-environment barriers, including access to evidence and caseload demands. Because PROMs can facilitate client-centred care, addressing these potential barriers to adoption may improve paediatric rehabilitation.
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Affiliation(s)
- Kimberly K Greenberg
- Department of Occupational Therapy, Boston University, Boston, Massachusetts, USA
| | - Ariel E Schwartz
- Department of Occupational Therapy, Boston University, Boston, Massachusetts, USA
| | - Jessica M Kramer
- Department of Occupational Therapy, University of Florida, Gainesville, Florida, USA
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Burke RR, Weichelt BP, Namkoong K. Facebook Ads Manager as a Recruitment Tool for a Health and Safety Survey of Farm Mothers: Pilot Study. JMIR Form Res 2021; 5:e19022. [PMID: 33825686 PMCID: PMC8060866 DOI: 10.2196/19022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 12/11/2020] [Accepted: 01/17/2021] [Indexed: 11/13/2022] Open
Abstract
Background Social media platforms have experienced unprecedented levels of growth and usage over the past decade, with Facebook hosting 2.7 billion active users worldwide, including over 200 million users in the United States. Facebook users have been underutilized and understudied by the academic community as a resource for participant recruitment. Objective We performed a pilot study to explore the efficacy and cost-effectiveness of Facebook advertisements for the recruitment of an online agricultural health and safety survey. Methods We undertook a 1-week advertising campaign utilizing the integrated, targeted advertising platform of Facebook Ads Manager with a target-spending limit of US $294. We created and posted three advertisements depicting varying levels of agricultural safety adoption leading to a brief survey on farm demographics and safety attitudes. We targeted our advertisements toward farm mothers aged 21-50 years in the United States and determined cost-effectiveness and potential biases. No participant incentive was offered. Results We reached 40,024 users and gathered 318 advertisement clicks. Twenty-nine participants consented to the survey with 24 completions. Including personnel costs, the cost per completed survey was US $17.42. Compared to the distribution of female producers in the United States, our advertisements were unexpectedly overrepresented in the eastern United States and were underrepresented in the western United States. Conclusions Facebook Ads Manager represents a potentially cost-effective and timely method to recruit participants for online health and safety research when targeting a specific population. However, social media recruitment mirrors traditional recruitment methods in its limitations, exhibiting geographic, response, and self-selection biases that need to be addressed.
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Affiliation(s)
- Richard R Burke
- National Farm Medicine Center, Marshfield Clinic Research Institute, Marshfield, WI, United States
| | - Bryan P Weichelt
- National Farm Medicine Center, Marshfield Clinic Research Institute, Marshfield, WI, United States
| | - Kang Namkoong
- Department of Communications, University of Maryland, College Park, MD, United States
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Assignment of Alcoholic Beverages in the Munich Composite International Diagnostic Interview (M-CIDI): an Online Survey Among German Students and Non-students. Int J Ment Health Addict 2021. [DOI: 10.1007/s11469-019-00059-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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Abstract
Traditional methods for research study recruitment such as snail mail lists and posting flyers may fail to reach the tech-savvy participants needed for today's healthcare studies. Word of mouth can be effective for recruiting a few participants but can rarely accomplish the numbers needed for a representative sample. Social media can be a viable avenue to reach increased numbers of sample participants; however, a good understanding of the risks and benefits of using social media is needed before embarking on active recruitment. A recent study developed an evidence-based participant recruitment plan for the use of Facebook. Potential participant misrepresentation was addressed with clear inclusion criteria, no incentives, and open-ended questions. The Facebook ads to recruit study participation targeted licensed nurses who worked in the prior 2-year period living in the United States based on information in Facebook user profiles. A total of 536 participants responded to all questions on the survey at a cost of $1.78 per completed survey. Daily activity and cost for ads were closely monitored and adjusted to maintain cost control. Facebook can be an effective tool for study participant recruitment across all age ranges for completion of online surveys.
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Affiliation(s)
- Wilma Powell Stuart
- Author Affiliations: University of South Alabama College of Nursing (Dr Stuart); and University of South Alabama Children's & Women's Hospital (Dr Moore), Mobile
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Kumar A, Chandran S, Somani A. Conducting online web-based surveys at the time of COVID-19 pandemic: A short report. ARCHIVES OF MENTAL HEALTH 2021. [DOI: 10.4103/amh.amh_44_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Mollaioli D, Sansone A, Ciocca G, Limoncin E, Colonnello E, Di Lorenzo G, Jannini EA. Benefits of Sexual Activity on Psychological, Relational, and Sexual Health During the COVID-19 Breakout. J Sex Med 2021; 18:35-49. [PMID: 33234430 PMCID: PMC7584428 DOI: 10.1016/j.jsxm.2020.10.008] [Citation(s) in RCA: 101] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 09/03/2020] [Accepted: 10/16/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND The COVID-19-related lockdown has profoundly changed human behaviors and habits, impairing general and psychological well-being. Along with psychosocial consequences, it is possible that sexual behavior was also affected. AIMS With the present study, we evaluated the impact of the community-wide containment and consequent social distancing on the intrapsychic, relational, and sexual health through standardized psychometric tools. METHODS A case-control study was performed through a web-based survey and comparing subjects of both genders with (group A, N = 2,608) and without (group B, N = 4,213) sexual activity during lockdown. The Welch and chi-square tests were used to assess differences between groups. Univariate analysis of covariance, logistic regression models, and structural equation modeling were performed to measure influence and mediation effects of sexual activity on psychological, relational, and sexual outcomes. OUTCOMES Main outcome measures were General Anxiety Disorder-7 for anxiety, Patient Health Questionnaire-9 for depression, Dyadic Adjustment Scale for quality of relationship and a set of well-validated sexological inventories (International Index of Erectile Function, Female Sexual Function Index, and male-female versions of the Orgasmometer). RESULTS Anxiety and depression scores were significantly lower in subjects sexually active during lockdown. Analysis of covariance identified gender, sexual activity, and living without partner during lockdown as significantly affecting anxiety and depression scores (P < .0001). Logistic regression models showed that lack of sexual activity during lockdown was associated with a significantly higher risk of developing anxiety and depression (OR: 1.32 [95% CI: 1.12 - 1.57, P < .001] and 1.34 [95% CI: 1.15 - 1.57, P < .0001], respectively). Structural equation modeling evidenced the protective role of sexual activity toward psychological distress (βmales = -0.18 and βfemales = -0.14), relational health (βmales = 0.26 and βfemales = 0.29) and sexual health, both directly (βmales = 0.43 and βfemales = 0.31), and indirectly (βmales = 0.13 and βfemales = 0.13). CLINICAL TRANSLATION The demonstrated mutual influence of sexual health on psychological and relational health could direct the clinical community toward a reinterpretation of the relationship among these factors. STRENGTHS AND LIMITATIONS Based on a large number of subjects and well-validated psychometric tools, this study elucidated the protective role of sexual activity for psychological distress, as well for relational and sexual health. Main limitations were the web-based characteristics of the protocol and the retrospective nature of prelockdown data on psychorelational and sexual health of subjects recruited. CONCLUSIONS COVID-19 lockdown dramatically impacted on psychological, relational, and sexual health of the population. In this scenario, sexual activity played a protective effect, in both genders, on the quarantine-related plague of anxiety and mood disorders. Mollaioli D, Sansone A, Ciocca G, et al. Benefits of Sexual Activity on Psychological, Relational, and Sexual Health During the COVID-19 Breakout. J Sex Med 2021;18:35-49.
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Affiliation(s)
- Daniele Mollaioli
- Chair of Endocrinology and Medical Sexology (ENDOSEX), Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Andrea Sansone
- Chair of Endocrinology and Medical Sexology (ENDOSEX), Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Giacomo Ciocca
- Department of Dynamic and Clinical Psychology, Sapienza University of Rome, Rome, Italy
| | - Erika Limoncin
- Chair of Endocrinology and Medical Sexology (ENDOSEX), Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Elena Colonnello
- Chair of Endocrinology and Medical Sexology (ENDOSEX), Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Giorgio Di Lorenzo
- Chair of Psychiatry, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Emmanuele A Jannini
- Chair of Endocrinology and Medical Sexology (ENDOSEX), Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy.
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Pozzar R, Hammer MJ, Underhill-Blazey M, Wright AA, Tulsky JA, Hong F, Gundersen DA, Berry DL. Threats of Bots and Other Bad Actors to Data Quality Following Research Participant Recruitment Through Social Media: Cross-Sectional Questionnaire. J Med Internet Res 2020; 22:e23021. [PMID: 33026360 PMCID: PMC7578815 DOI: 10.2196/23021] [Citation(s) in RCA: 90] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 09/16/2020] [Accepted: 09/16/2020] [Indexed: 01/26/2023] Open
Abstract
Background Recruitment of health research participants through social media is becoming more common. In the United States, 80% of adults use at least one social media platform. Social media platforms may allow researchers to reach potential participants efficiently. However, online research methods may be associated with unique threats to sample validity and data integrity. Limited research has described issues of data quality and authenticity associated with the recruitment of health research participants through social media, and sources of low-quality and fraudulent data in this context are poorly understood. Objective The goal of the research was to describe and explain threats to sample validity and data integrity following recruitment of health research participants through social media and summarize recommended strategies to mitigate these threats. Our experience designing and implementing a research study using social media recruitment and online data collection serves as a case study. Methods Using published strategies to preserve data integrity, we recruited participants to complete an online survey through the social media platforms Twitter and Facebook. Participants were to receive $15 upon survey completion. Prior to manually issuing remuneration, we reviewed completed surveys for indicators of fraudulent or low-quality data. Indicators attributable to respondent error were labeled suspicious, while those suggesting misrepresentation were labeled fraudulent. We planned to remove cases with 1 fraudulent indicator or at least 3 suspicious indicators. Results Within 7 hours of survey activation, we received 271 completed surveys. We classified 94.5% (256/271) of cases as fraudulent and 5.5% (15/271) as suspicious. In total, 86.7% (235/271) provided inconsistent responses to verifiable items and 16.2% (44/271) exhibited evidence of bot automation. Of the fraudulent cases, 53.9% (138/256) provided a duplicate or unusual response to one or more open-ended items and 52.0% (133/256) exhibited evidence of inattention. Conclusions Research findings from several disciplines suggest studies in which research participants are recruited through social media are susceptible to data quality issues. Opportunistic individuals who use virtual private servers to fraudulently complete research surveys for profit may contribute to low-quality data. Strategies to preserve data integrity following research participant recruitment through social media are limited. Development and testing of novel strategies to prevent and detect fraud is a research priority.
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Affiliation(s)
- Rachel Pozzar
- Phyllis F Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Marilyn J Hammer
- Phyllis F Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Meghan Underhill-Blazey
- Phyllis F Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA, United States.,School of Nursing, University of Rochester, Rochester, NY, United States
| | - Alexi A Wright
- McGraw/Patterson Center for Population Sciences, Dana-Farber Cancer Institute, Boston, MA, United States
| | - James A Tulsky
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Fangxin Hong
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Daniel A Gundersen
- Survey and Data Management Core, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Donna L Berry
- Phyllis F Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA, United States.,Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle, WA, United States
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Pickering CEZ, Yefimova M, Maxwell C, Puga F, Sullivan T. Daily Context for Abusive and Neglectful Behavior in Family Caregiving for Dementia. THE GERONTOLOGIST 2020; 60:483-493. [PMID: 31425586 DOI: 10.1093/geront/gnz110] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND AND OBJECTIVES The purpose of this study was to identify risk and protective factors for abusive and neglectful behavior in the context of daily caregiving. RESEARCH DESIGN AND METHODS Family caregivers who co-reside with a care recipient with Alzheimer's disease and related dementia, recruited from social media, completed 21-days of diaries. Multilevel modeling with days (n = 831) nested within caregivers (N = 50) was used to evaluate relationships between hypothesized risk and protective factors and the odds of an abusive or neglectful behavior on a given day. RESULTS Disruptions in the daily routine and stress of the caregiver related to behavioral symptoms of the care recipient are significant risk factors for abusive and neglectful behavior. Participating in a meaningful activity with the care recipient when it occurs twice in a day is a significant protective factor against use of a neglect behavior (OR = 0.19; CI 0.06-0.64; p = .01), but not for abusive behavior. Hypotheses that spending the full day together would increase risk, and that receipt of instrumental support and caregiver participation in self-care would decrease risk, were not supported. DISCUSSION AND IMPLICATIONS Findings demonstrate that risk of an abusive or neglectful behavior varies from day-to-day in the presence and absence of contextual factors, and that the majority of the variance in the odds an abusive or neglectful behavior occurring is related to day-level factors. Findings demonstrate that diary surveys are critical to identifying ecologically valid modifiable risk and protective factors for abusive and neglectful behaviors that can be targeted in future interventions.
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Affiliation(s)
- Carolyn E Z Pickering
- School of Nursing, University of Texas Health Science Center at San Antonio, Menlo Park, California
| | - Maria Yefimova
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, California.,Office of Research, Patient Care Services, Stanford Healthcare, California
| | | | - Frank Puga
- School of Nursing, University of Texas Health Science Center at San Antonio, Menlo Park, California
| | - Tami Sullivan
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
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Abstract
Intimate partner violence (IPV) significantly increases HIV risk among MSM. Pre-exposure prophylaxis (PrEP) may provide MSM experiencing IPV an option for self-protection from HIV without requiring condom negotiation or compromising safety. This study examined relationships among various forms of IPV (physical, emotional, monitoring, controlling, and forced sex) and PrEP use among 863 MSM participating in a cross-sectional, internet-based survey. Participants reported IPV rates during the prior 6 months that were consistent with prior research (physical violence, 23.3%; emotional violence, 36.3%; monitoring, 45.1%; controlling, 25.3%; forced sex, 20.0%). Forced sex and emotional IPV were negatively associated with PrEP use in our sample; in contrast, controlling was positively associated with PrEP use. We suggest clinical IPV screenings among MSM seeking PrEP, as well as PrEP-focused interventions that explicitly address IPV.
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Robinson H, Appelbe D, Dodd S, Flowers S, Johnson S, Jones SH, Mateus C, Mezes B, Murray E, Rainford N, Rosala-Hallas A, Walker A, Williamson P, Lobban F. Methodological Challenges in Web-Based Trials: Update and Insights From the Relatives Education and Coping Toolkit Trial. JMIR Ment Health 2020; 7:e15878. [PMID: 32497018 PMCID: PMC7395253 DOI: 10.2196/15878] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 03/02/2020] [Accepted: 03/24/2020] [Indexed: 12/22/2022] Open
Abstract
RR2-10.1136/bmjopen-2017-016965.
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Affiliation(s)
- Heather Robinson
- Division of Health Research, Spectrum Centre for Mental Health Research, Lancaster University, Lancaster, United Kingdom
| | - Duncan Appelbe
- Department of Biostatistics, Clinical Trials Research Centre, University of Liverpool, Liverpool, United Kingdom
| | - Susanna Dodd
- Department of Biostatistics, Clinical Trials Research Centre, University of Liverpool, Liverpool, United Kingdom
| | - Susan Flowers
- Division of Health Research, Spectrum Centre for Mental Health Research, Lancaster University, Lancaster, United Kingdom
| | - Sonia Johnson
- Division of Psychiatry, University College London, London, United Kingdom
| | - Steven H Jones
- Division of Health Research, Spectrum Centre for Mental Health Research, Lancaster University, Lancaster, United Kingdom
| | - Céu Mateus
- Division of Health Research, Lancaster University, Lancaster, United Kingdom
| | - Barbara Mezes
- Division of Health Research, Spectrum Centre for Mental Health Research, Lancaster University, Lancaster, United Kingdom
| | - Elizabeth Murray
- Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Naomi Rainford
- Department of Biostatistics, Clinical Trials Research Centre, University of Liverpool, Liverpool, United Kingdom
| | - Anna Rosala-Hallas
- Department of Biostatistics, Clinical Trials Research Centre, University of Liverpool, Liverpool, United Kingdom
| | - Andrew Walker
- Division of Health Research, Spectrum Centre for Mental Health Research, Lancaster University, Lancaster, United Kingdom
| | - Paula Williamson
- Department of Biostatistics, Clinical Trials Research Centre, University of Liverpool, Liverpool, United Kingdom
| | - Fiona Lobban
- Division of Health Research, Spectrum Centre for Mental Health Research, Lancaster University, Lancaster, United Kingdom
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Mitchell JW, Chavanduka TMD, Sullivan S, Stephenson R. Recommendations From a Descriptive Evaluation to Improve Screening Procedures for Web-Based Studies With Couples: Cross-Sectional Study. JMIR Public Health Surveill 2020; 6:e15079. [PMID: 32396133 PMCID: PMC7251479 DOI: 10.2196/15079] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 10/14/2019] [Accepted: 02/29/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Although there are a number of advantages to using the internet to recruit and enroll participants into Web-based research studies, these advantages hinge on data validity. In response to this concern, researchers have provided recommendations for how best to screen for fraudulent survey entries and to handle potentially invalid responses. Yet, the majority of this previous work focuses on screening (ie, verification that individual met the inclusion criteria) and validating data from 1 individual, and not from 2 people who are in a dyadic relationship with one another (eg, same-sex male couple; mother and daughter). Although many of the same data validation and screening recommendations for Web-based studies with individual participants can be used with dyads, there are differences and challenges that need to be considered. OBJECTIVE This paper aimed to describe the methods used to verify and validate couples' relationships and data from a Web-based research study, as well as the associated lessons learned for application toward future Web-based studies involving the screening and enrollment of couples with dyadic data collection. METHODS We conducted a descriptive evaluation of the procedures and associated benchmarks (ie, decision rules) used to verify couples' relationships and validate whether data uniquely came from each partner of the couple. Data came from a large convenience sample of same-sex male couples in the United States, who were recruited through social media venues for a Web-based, mixed methods HIV prevention research study. RESULTS Among the 3815 individuals who initiated eligibility screening, 1536 paired individuals (ie, data from both partners of a dyad) were assessed for relationship verification; all passed this benchmark. For data validation, 450 paired individuals (225 dyads) were identified as fraudulent and failed this benchmark, resulting in a total sample size of 1086 paired participants representing 543 same-sex male couples who were enrolled. The lessons learned from the procedures used to screen couples for this Web-based research study have led us to identify and describe four areas that warrant careful attention: (1) creation of new and replacement of certain relationship verification items, (2) identification of resources needed relative to using a manual or electronic approach for screening, (3) examination of approaches to link and identify both partners of the couple, and (4) handling of bots. CONCLUSIONS The screening items and associated rules used to verify and validate couples' relationships and data worked yet required extensive resources to implement. New or updating some items to verify a couple's relationship may be beneficial for future studies. The procedures used to link and identify whether both partners were coupled also worked, yet they call into question whether new approaches are possible to help increase linkage, suggesting the need for further inquiry.
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Affiliation(s)
- Jason W Mitchell
- Office of Public Health Studies, Myron B Thompson School of Social Work, University of Hawai'i at Mānoa, Honolulu, HI, United States
| | - Tanaka M D Chavanduka
- The Center for Sexuality and Health Disparities, School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Stephen Sullivan
- The Center for Sexuality and Health Disparities, School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Rob Stephenson
- The Center for Sexuality and Health Disparities, School of Nursing, University of Michigan, Ann Arbor, MI, United States.,Department of Systems, Population and Leadership, School of Nursing, University of Michigan, Ann Arbor, MI, United States
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Got Bots? Practical Recommendations to Protect Online Survey Data from Bot Attacks. ACTA ACUST UNITED AC 2020. [DOI: 10.20982/tqmp.16.5.p472] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Kim M, Lee H, Allison J. Challenges and Lessons Learned From a Mobile Health, Web-Based Human Papillomavirus Intervention for Female Korean American College Students: Feasibility Experimental Study. JMIR Form Res 2020; 4:e14111. [PMID: 32012036 PMCID: PMC7016616 DOI: 10.2196/14111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 06/12/2019] [Accepted: 09/24/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Mobile health (mHealth) and Web-based research methods are becoming more commonplace for researchers. However, there is a lack of mHealth and Web-based human papillomavirus (HPV) prevention experimental studies that discuss potential issues that may arise. OBJECTIVE This study aimed to assess the feasibility of research procedures and discuss the challenges and lessons learned from an mHealth and Web-based HPV prevention experimental study targeting female Korean American college students in the United States. METHODS A pilot randomized controlled trial (RCT) was conducted in an mHealth and Web-based platform with 104 female Korean American college students aged 18-26 years between September 2016 and December 2016. Participants were randomized to either the experimental group (a storytelling video intervention) or the comparison group (a nonnarrative, information-based intervention). Outcomes included the feasibility of research procedures (recruitment, eligibility, randomization, and retention). RESULTS From September 2016 to October 2016, we recorded 225 entries in our initial eligibility survey. The eligibility rate was 54.2% (122/225). This study demonstrated a high recruitment rate (95.6%, 111/122) and retention rate (83.7%, 87/104) at the 2-month follow-up. CONCLUSIONS Findings from this study demonstrated sufficient feasibility in terms of research procedures to justify a full-scale RCT. Given the increased possibility of invalid or misrepresentative entries in mHealth and Web-based studies, strategies for detection and prevention are critical. TRIAL REGISTRATION ISRCTN Registry ISRCTN12175285; http://www.isrctn.com/ISRCTN12175285.
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Affiliation(s)
- Minjin Kim
- University of Massachusetts Medical School, Department of Population and Quantitative Health Sciences, Worcester, MA, United States
| | - Haeok Lee
- University of Massachusetts Boston, College of Nursing and Health Sciences, Boston, MA, United States
| | - Jeroan Allison
- University of Massachusetts Medical School, Department of Population and Quantitative Health Sciences, Worcester, MA, United States
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Siegel JT, Navarro M. A conceptual replication examining the risk of overtly listing eligibility criteria on Amazon’s Mechanical Turk. JOURNAL OF APPLIED SOCIAL PSYCHOLOGY 2019. [DOI: 10.1111/jasp.12580] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jason T. Siegel
- School of Social Science, Policy & Evaluation Claremont Graduate University Claremont California
| | - Mario Navarro
- School of Social Science, Policy & Evaluation Claremont Graduate University Claremont California
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Ballard AM, Cardwell T, Young AM. Fraud Detection Protocol for Web-Based Research Among Men Who Have Sex With Men: Development and Descriptive Evaluation. JMIR Public Health Surveill 2019; 5:e12344. [PMID: 30714944 PMCID: PMC6378547 DOI: 10.2196/12344] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 11/02/2018] [Accepted: 11/05/2018] [Indexed: 11/13/2022] Open
Abstract
Background Internet is becoming an increasingly common tool for survey research, particularly among “hidden” or vulnerable populations, such as men who have sex with men (MSM). Web-based research has many advantages for participants and researchers, but fraud can present a significant threat to data integrity. Objective The purpose of this analysis was to evaluate fraud detection strategies in a Web-based survey of young MSM and describe new protocols to improve fraud detection in Web-based survey research. Methods This study involved a cross-sectional Web-based survey that examined individual- and network-level risk factors for HIV transmission and substance use among young MSM residing in 15 counties in Central Kentucky. Each survey entry, which was at least 50% complete, was evaluated by the study staff for fraud using an algorithm involving 8 criteria based on a combination of geolocation data, survey data, and personal information. Entries were classified as fraudulent, potentially fraudulent, or valid. Descriptive analyses were performed to describe each fraud detection criterion among entries. Results Of the 414 survey entries, the final categorization resulted in 119 (28.7%) entries identified as fraud, 42 (10.1%) as potential fraud, and 253 (61.1%) as valid. Geolocation outside of the study area (164/414, 39.6%) was the most frequently violated criterion. However, 33.3% (82/246) of the entries that had ineligible geolocations belonged to participants who were in eligible locations (as verified by their request to mail payment to an address within the study area or participation at a local event). The second most frequently violated criterion was an invalid phone number (94/414, 22.7%), followed by mismatching names within an entry (43/414, 10.4%) and unusual email addresses (37/414, 8.9%). Less than 5% (18/414) of the entries had some combination of personal information items matching that of a previous entry. Conclusions This study suggests that researchers conducting Web-based surveys of MSM should be vigilant about the potential for fraud. Researchers should have a fraud detection algorithm in place prior to data collection and should not rely on the Internet Protocol (IP) address or geolocation alone, but should rather use a combination of indicators.
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Affiliation(s)
- April M Ballard
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY, United States.,Department of Environmental Health, Emory University, Atlanta, GA, United States
| | - Trey Cardwell
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY, United States
| | - April M Young
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY, United States.,Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, United States
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Teo AR, Chan BK, Saha S, Nicolaidis C. Frequency of social contact in-person vs. on Facebook: An examination of associations with psychiatric symptoms in military veterans. J Affect Disord 2019; 243:375-380. [PMID: 30266029 DOI: 10.1016/j.jad.2018.09.043] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 08/22/2018] [Accepted: 09/15/2018] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Social isolation is closely associated with negative mental health outcomes. Social media platforms may expand opportunities for social contact, but whether online interactions are as effective as face-to-face, or in-person, interactions at protecting against the negative effects of social isolation is unclear. METHODS Participants consisted of U.S. military veterans who served since September 2001 and used Facebook (n = 587). Our independent variables were frequency of social contact occurring in-person and on Facebook. Dependent variables were probable psychiatric disorders and suicidality, measured using several validated screening tools. The independent effect of each form of social contact was assessed using multivariate logistic regression, which included adjustment for several potential confounders. RESULTS We found that veterans who frequently interacted on Facebook engaged in more in-person social contact than infrequent Facebook users (p < .001). More frequent in-person social interaction was associated with significantly decreased risk of symptoms of major depression and PTSD, compared with contact every few weeks or less. In contrast, increased frequency of social interaction on Facebook had no associations with mental health outcomes. LIMITATIONS All associations are cross-sectional (direction of association is unclear) and based on self-report measures. CONCLUSIONS Although veterans who frequently use Facebook are also typically social in their offline life, it is their offline (in-person) social interaction, rather than their social contact on Facebook, that is associated with reduced psychiatric symptoms.
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Affiliation(s)
- Alan R Teo
- VA Portland Health Care System, HSR&D Center to Improve Veteran Involvement in Care (CIVIC), 3710 SW US Veterans Hospital Rd (R&D 66), Portland, OR 97239-2964, USA; Oregon Health & Science University, Department of Psychiatry, 3181 SW Sam Jackson Park Rd (Multnomah Pavilion, Room 2316), Portland, OR 97239-3098, USA; Oregon Health & Science University and Portland State University, School of Public Health, Biostatistics and Design Program, 3181 SW Sam Jackson Park Rd (CB669), Portland, OR 97239-3098, USA.
| | - Benjamin K Chan
- Oregon Health & Science University and Portland State University, School of Public Health, Biostatistics and Design Program, 3181 SW Sam Jackson Park Rd (CB669), Portland, OR 97239-3098, USA
| | - Somnath Saha
- VA Portland Health Care System, HSR&D Center to Improve Veteran Involvement in Care (CIVIC), 3710 SW US Veterans Hospital Rd (R&D 66), Portland, OR 97239-2964, USA; Oregon Health & Science University, Division of General Internal Medicine & Geriatrics, 3181 SW Sam Jackson Park Rd L475, Portland, OR 97239-3098, USA
| | - Christina Nicolaidis
- Oregon Health & Science University and Portland State University, School of Public Health, Biostatistics and Design Program, 3181 SW Sam Jackson Park Rd (CB669), Portland, OR 97239-3098, USA; Oregon Health & Science University, Division of General Internal Medicine & Geriatrics, 3181 SW Sam Jackson Park Rd L475, Portland, OR 97239-3098, USA; Portland State University, School of Social Work, 1600 SW 4th Ave, Portland, OR 97201-5522, USA
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Akers L, Gordon JS. Using Facebook for Large-Scale Online Randomized Clinical Trial Recruitment: Effective Advertising Strategies. J Med Internet Res 2018; 20:e290. [PMID: 30409765 PMCID: PMC6250956 DOI: 10.2196/jmir.9372] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 07/27/2018] [Accepted: 08/14/2018] [Indexed: 01/21/2023] Open
Abstract
Targeted Facebook advertising can be an effective strategy to recruit participants for a large-scale online study. Facebook advertising is useful for reaching people in a wide geographic area, matching a specific demographic profile. It can also target people who would be unlikely to search for the information and would thus not be accessible via Google AdWords. It is especially useful when it is desirable not to raise awareness of the study in a demographic group that would be ineligible for the study. This paper describes the use of Facebook advertising to recruit and enroll 1145 women over a 15-month period for a randomized clinical trial to teach support skills to female partners of male smokeless tobacco users. This tutorial shares our study team's experiences, lessons learned, and recommendations to help researchers design Facebook advertising campaigns. Topics covered include designing the study infrastructure to optimize recruitment and enrollment tracking, creating a Facebook presence via a fan page, designing ads that attract potential participants while meeting Facebook's strict requirements, and planning and managing an advertising campaign that accommodates the rapid rate of diminishing returns for each ad.
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Affiliation(s)
- Laura Akers
- Oregon Research Institute, Eugene, OR, United States
| | - Judith S Gordon
- College of Nursing, University of Arizona, Tucson, AZ, United States
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Hokke S, Hackworth NJ, Quin N, Bennetts SK, Win HY, Nicholson JM, Zion L, Lucke J, Keyzer P, Crawford SB. Ethical issues in using the internet to engage participants in family and child research: A scoping review. PLoS One 2018; 13:e0204572. [PMID: 30261041 PMCID: PMC6160098 DOI: 10.1371/journal.pone.0204572] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 09/11/2018] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND The internet is an increasingly popular tool in family and child research that is argued to pose new ethical challenges, yet few studies have systematically assessed the ethical issues of engaging parents and children in research online. This scoping review aims to identify and integrate evidence on the ethical issues reported when recruiting, retaining and tracing families and children in research online, and to identify ethical guidelines for internet research. METHODS Academic literature was searched using electronic academic databases (Scopus, PsycINFO, Embase, ERIC, CINAHL and Informit) and handsearching reference lists for articles published in English between January 2006 and February 2016. Grey literature was searched using Google to identify relevant ethical guidelines. RESULTS Sixty-five academic articles were included after screening 3,537 titles and abstracts and 205 full-text articles. Most articles reported using the internet to recruit participants (88%) with few reporting online retention (12%) or tracing (10%). Forty percent commented on ethical issues; the majority did not discuss ethics beyond general consent or approval procedures. Some ethical concerns were specific to engaging minors online, including parental consent, age verification and children's vulnerability. Other concerns applied when engaging any research participant online, including privacy and confidentiality, informed consent and disparities in internet access. Five professional guidelines and 10 university guidelines on internet research ethics were identified. Few academic articles (5%) reported using these guidelines. CONCLUSIONS Engaging families and children in research online introduces unique challenges requiring careful consideration. While researchers regarded themselves as responsible for ensuring research is conducted ethically, lack of use of available guidelines and limited academic literature suggests internet research is occurring without suitable guidance. We recommend broad dissemination of ethical guidelines and encourage researchers to report the methodological and ethical issues of using the internet to engage families and children in research.
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Affiliation(s)
- Stacey Hokke
- Judith Lumley Centre, La Trobe University, Melbourne, Victoria, Australia
| | - Naomi J. Hackworth
- Judith Lumley Centre, La Trobe University, Melbourne, Victoria, Australia
- Murdoch Children’s Research Institute, Melbourne, Victoria, Australia
- Parenting Research Centre, Melbourne, Victoria, Australia
| | - Nina Quin
- Judith Lumley Centre, La Trobe University, Melbourne, Victoria, Australia
| | - Shannon K. Bennetts
- Judith Lumley Centre, La Trobe University, Melbourne, Victoria, Australia
- Murdoch Children’s Research Institute, Melbourne, Victoria, Australia
| | - Hnin Yee Win
- Judith Lumley Centre, La Trobe University, Melbourne, Victoria, Australia
| | - Jan M. Nicholson
- Judith Lumley Centre, La Trobe University, Melbourne, Victoria, Australia
- Murdoch Children’s Research Institute, Melbourne, Victoria, Australia
- Queensland University of Technology, Brisbane, Queensland, Australia
| | - Lawrie Zion
- Department of Communications and Media, La Trobe University, Melbourne, Victoria, Australia
| | - Jayne Lucke
- Australian Research Centre in Sex, Health and Society, La Trobe University, Melbourne, Victoria, Australia
- School of Public Health, The University of Queensland, Brisbane, Queensland, Australia
| | - Patrick Keyzer
- La Trobe Law School, La Trobe University, Melbourne, Victoria, Australia
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Handorf EA, Heckman CJ, Darlow S, Slifker M, Ritterband L. A hierarchical clustering approach to identify repeated enrollments in web survey data. PLoS One 2018; 13:e0204394. [PMID: 30252908 PMCID: PMC6155511 DOI: 10.1371/journal.pone.0204394] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Accepted: 09/08/2018] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Online surveys are a valuable tool for social science research, but the perceived anonymity provided by online administration may lead to problematic behaviors from study participants. Particularly, if a study offers incentives, some participants may attempt to enroll multiple times. We propose a method to identify clusters of non-independent enrollments in a web-based study, motivated by an analysis of survey data which tests the effectiveness of an online skin-cancer risk reduction program. METHODS To identify groups of enrollments, we used a hierarchical clustering algorithm based on the Euclidean distance matrix formed by participant responses to a series of Likert-type eligibility questions. We then systematically identified clusters that are unusual in terms of both size and similarity, by repeatedly simulating datasets from the empirical distribution of responses under the assumption of independent enrollments. By performing the clustering algorithm on the simulated datasets, we determined the distribution of cluster size and similarity under independence, which is then used to identify groups of outliers in the observed data. Next, we assessed 12 other quality indicators, including previously proposed and study-specific measures. We summarized the quality measures by cluster membership, and compared the cluster groupings to those found when using the quality indicators with latent class modeling. RESULTS AND CONCLUSIONS When we excluded the clustered enrollments and/or lower-quality latent classes from the analysis of study outcomes, the estimates of the intervention effect were larger. This demonstrates how including repeat or low quality participants can introduce bias into a web-based study. As much as is possible, web-based surveys should be designed to verify participant quality. Our method can be used to verify survey quality and identify problematic groups of enrollments when necessary.
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Affiliation(s)
- Elizabeth A. Handorf
- Biostatistics and Bioinformatics Facility, Fox Chase Cancer Center, Philadelphia, PA, United States of America
- * E-mail:
| | - Carolyn J. Heckman
- Department of Medical Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, United States of America
| | - Susan Darlow
- National Comprehensive Cancer Network, Fort Washington, PA, United States of America
| | - Michael Slifker
- Biostatistics and Bioinformatics Facility, Fox Chase Cancer Center, Philadelphia, PA, United States of America
| | - Lee Ritterband
- Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA, United States of America
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Behavioral Health Treatment Receipt Among a Community Sample of Young Adult Veterans. J Behav Health Serv Res 2018; 44:536-550. [PMID: 27612467 DOI: 10.1007/s11414-016-9534-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Young adult veterans are at risk for behavioral health problems such as depression, posttraumatic stress disorder (PTSD), and substance misuse. Despite this, studies of veterans within the Veterans Affairs Healthcare System (VA) indicate that about half of those warranting treatment receive it in any form, with few receiving an adequate dose of care. For this study, the behavioral health screening status and behavioral health usage (including care outside of VA settings) among a community sample of 812 young adult veterans recruited from the Internet is described. Although approximately 70% of the sample screened positive for behavioral health problems, only one fifth to three fifths of those screening positive reported any mental health or substance use treatment in the past year, with one third or less receiving a dose of minimally adequate psychotherapy or psychotropic care. Findings expand on prior work and suggest that more effort is necessary to engage young veterans in behavioral health services.
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