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Stapleton JL, Manne SL, Pagoto SL, Leip A, Greene K, Hillhouse JJ, Merritt AS, Shelton BJ. A Social Media-Delivered Melanoma Prevention Program for Young Women Engaged in Frequent UV Tanning: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2024; 13:e56562. [PMID: 38502173 PMCID: PMC10988380 DOI: 10.2196/56562] [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: 02/07/2024] [Revised: 02/08/2024] [Accepted: 02/09/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND Rates of melanoma have increased dramatically in the United States over the past 25 years, and it has become among the most prevalent cancers for young adult women. Intentional skin tanning leads to a pattern of intense and intermittent UV radiation exposure that is associated with increased risk of melanoma. Frequent tanning is most common among young women and is linked to a variety of sociocultural pressures that negatively impact body image and drive appearance control behaviors. Unfortunately, there are no established interventions designed for frequent tanners. This intervention addresses this gap with unique content informed by body image and acceptance-based interventions. The intervention is delivered using Facebook secret groups, an approach designed to support behavior change and ensure scalability. OBJECTIVE This study aims to describe the rationale and methodology of a randomized controlled trial of a melanoma prevention program targeting young women engaged in frequent indoor or outdoor UV tanning. METHODS Participants are women aged 18-25 years who report high-risk tanning (ie, at least 10 indoor tanning sessions in the past 12 months or 10 outdoor sessions in the previous summer). After recruitment and screening, participants completed a baseline survey and were randomly assigned to receive the intervention or an attention-matched control condition. Both conditions were 8-week-long Facebook groups (approximately 25 members each) with daily posting of content. Follow-up surveys are administered at 3, 8, and 18 months after baseline. The primary trial outcome is the combined number of indoor and outdoor tanning sessions reported at the 8-month follow-up. Hypothesized intervention mediators are assessed at the 3-month follow-up. RESULTS This project was funded by a National Cancer Institute award (R01 CA218068), and the trial procedures were approved by the University of Kentucky Institutional Review Board in February 2020. Trial recruitment and enrollment occurred in 6 waves of data collection, which started in February 2022 and closed in May 2023. The study is closed to enrollment but remains open for follow-ups, and this protocol report was prepared before data analyses. As of February 2024, all participants have completed the 8-month follow-up assessment, and data collection is scheduled to close by the end of 2024 after the collection of the 18-month follow-up. CONCLUSIONS This trial will contribute unique knowledge to the field of skin cancer prevention, as no fully powered trials have examined the efficacy of an intervention designed for frequent indoor or outdoor tanning. The trial may also contribute evidence of the value in translating principles of body image and acceptance-based interventions into the field of skin cancer prevention and beyond. If successful, the use of the Facebook platform is intended to aid in dissemination as it provides a way to embed the intervention into individuals' everyday routines. TRIAL REGISTRATION ClinicalTrials.gov NCT03441321; https://clinicaltrials.gov/study/NCT03441321. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/56562.
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Affiliation(s)
- Jerod L Stapleton
- Markey Cancer Center, College of Public Health, University of Kentucky, Lexington, KY, United States
| | - Sharon L Manne
- Rutgers Cancer Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Sherry L Pagoto
- Institute for Collaboration on Health, Intervention and Policy, University of Connecticut, Storrs, CT, United States
| | - Allison Leip
- Department of Family Sciences, University of Kentucky, Lexington, KY, United States
| | - Kathryn Greene
- Department of Communication, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Joel J Hillhouse
- Department of Community and Behavioral Health, East Tennessee State University, Johnson City, TN, United States
| | - Allison S Merritt
- Markey Cancer Center, College of Public Health, University of Kentucky, Lexington, KY, United States
| | - Brent J Shelton
- Markey Cancer Center, College of Medicine, University of Kentucky, Lexington, KY, United States
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Kim J. Temporal context effects and energy drink consumption: the moderating role of behavioral status. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024; 72:236-244. [PMID: 35166648 DOI: 10.1080/07448481.2022.2032087] [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: 03/01/2021] [Revised: 12/03/2021] [Accepted: 01/16/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVE This study investigated the factors that impact the effectiveness of energy drink-related health messages. Specifically, this study examined how behavioral status moderates the effects of the temporal contexts described in messages related to energy drink consumption. PARTICIPANTS A total of 823 college students enrolled in a northeastern university participated in this study. METHODS A 2 (temporal context: proximate vs. distant) × 3 (behavioral status: non-initiator vs. former consumer vs. current consumer) experiment was conducted. RESULTS Proximate context messages were more effective for non-initiators and current consumers in influencing descriptive norms and attitudes respectively, whereas distant context messages were marginally more effective for former consumers in influencing descriptive norms. CONCLUSION The findings contribute to health promotion research by advancing scholarly understanding of the various behavioral status-dependent psychological effects of temporal context. Moreover, the results have implications for designing effective health campaign messages targeted to college students.
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Affiliation(s)
- Jarim Kim
- Department of Communication, Yonsei University, Seoul, Republic of Korea
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Pellowski JA, Price DM, Desir A, Golub S, Operario D, Purtle J. Using audience segmentation to identify implementation strategies to improve PrEP uptake among at-risk cisgender women: a mixed-methods study protocol. Implement Sci Commun 2023; 4:140. [PMID: 37978402 PMCID: PMC10656952 DOI: 10.1186/s43058-023-00518-z] [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: 08/22/2023] [Accepted: 10/28/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND In the USA, 19% of new HIV infections occur among cisgender women (cis women); however, only 10% of eligible cis women have been prescribed pre-exposure prophylaxis (PrEP) for the prevention of HIV infection (an evidence-based intervention). A fundamental challenge for expanding HIV prevention to cis women is ensuring implementation strategies are tailored to the various healthcare settings in which cis women seek care and the heterogeneous providers nested within these settings. This project's specific aims are to (1) explore clinician-level characteristics and organizational climate factors that are related to variability in adoption of PrEP service delivery as an evidence-based intervention for cis women; (2) identify latent audience segments of women's health providers as the related to PrEP acceptability, adoption, and maintenance and analyze demographic correlates of these segments; and (3) identify audience segment-specific implementation strategies to facilitate the adoption of PrEP as an evidence-based intervention among at-risk cis women. METHODS Using the i-PARIHS framework, this mixed-methods study examines three domains for guiding audience segmentation to facilitate PrEP implementation for cis women: innovation (degree of fit with existing practices, usability), recipient beliefs and knowledge and context factors (organizational culture, readiness for change), needs to determine appropriate facilitation methods. To achieve aim 1, qualitative interviews will be conducted with PrEP-eligible cis women, women's health providers, and other key stakeholders. Aim 2 will consist of a quantitative survey among 340 women's health providers. Latent class analysis will be used to facilitate audience segmentation. To achieve aim 3, a panel of 5-8 providers for each audience segment will meet and engage in iterative discussions guided by Fernandez's implementation mapping to identify (1) implementation outcomes and performance objectives, determinants, and change objectives and (2) determine and refine of implementation strategies for each audience segment. DISCUSSION This exploratory mixed methods study will provide an empirical foundation to inform the development implementations strategies aimed at increasing PrEP delivery to cis women among heterogenous groups of providers.
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Affiliation(s)
- Jennifer A Pellowski
- Department of Behavioral and Social Sciences, Brown University School of Public Health, International Health Institute, 121 South Main Street, Providence, RI, 02903, USA.
| | - Devon M Price
- Department of Psychology, Hunter College & Graduate Center of the City University of New York, 695 Park Avenue, New York, NY, 10065, USA
| | - Arielle Desir
- Department of Behavioral and Social Sciences, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02903, USA
| | - Sarit Golub
- Department of Psychology, Hunter College & Graduate Center of the City University of New York, 695 Park Avenue, New York, NY, 10065, USA
| | - Don Operario
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, 1518 Clifton Road, Atlanta, GA, 30322, USA
| | - Jonathan Purtle
- Department of Public Health Policy & Management, Global Center for Implementation Science, New York University School of Global Public Health, 708 Broadway, New York, NY, 10003, USA
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Gall Myrick J, Noar SM, Sontag JM, Kelley D. Connections between sources of health and beauty information and indoor tanning behavior among college women. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2020; 68:163-168. [PMID: 30485157 DOI: 10.1080/07448481.2018.1536662] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 08/02/2018] [Accepted: 10/08/2018] [Indexed: 06/09/2023]
Abstract
Objective: This study tested how media, family, and peer sources of health and beauty information predict indoor tanning (IT) beliefs and behavior. Participants: 210 undergraduate women at a state university in the southeastern United States. Methods: Respondents completed a survey about sources of health and beauty information, IT beliefs, and IT behavior. Correlations and a path model were used to test associations between variables. Results: Friends were positively and family were negatively associated with positive outcome expectations, with mood enhancement beliefs positively predicting behavior. Reliance on news positively predicted appearance damage and immediate risk, which both predicted behavior. Reliance on social media was negatively associated with beliefs about immediate risks. Conclusion: Health and beauty information from social media and from friends may promote beliefs about tanning, while information from news or one's family may reduce risky beliefs. Prevention efforts could leverage information sources to shift tanning beliefs and behavior.
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Affiliation(s)
- Jessica Gall Myrick
- Department of Film/Video and Media Studies, Bellisario College of Communications, Pennsylvania State University, University Park, PA, USA
| | - Seth M Noar
- School of Media and Journalism, University of North Carolina, Chapel Hill, NC, USA
| | - Jennah M Sontag
- Center for Tobacco Studies, School of Public Health, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA
| | - Dannielle Kelley
- Cancer Prevention Fellowship Program, Division of Cancer Prevention, National Cancer Institute, Rockville, MD, USA
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Kelley DE, Noar SM, Seidenberg AB. Understanding Misinformation in the Pro-tanning Communication Environment: A Content Analysis. AMERICAN JOURNAL OF HEALTH EDUCATION 2018. [DOI: 10.1080/19325037.2018.1473181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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Glanz K, Jordan A, Lazovich D, Bleakley A. Frequent Indoor Tanners' Beliefs About Indoor Tanning and Cessation. Am J Health Promot 2018; 33:293-299. [PMID: 29973065 DOI: 10.1177/0890117118784235] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
PURPOSE Indoor tanning is associated with an increased risk of developing skin cancer. In the United States, nearly 1 in 5 white women aged 18 to 25 are indoor tanners. This study elicited beliefs about tanning indoors and quitting/cutting back on indoor tanning. DESIGN Semi-structured interviews. PARTICIPANTS AND SETTING Forty 18- to 25-year-old white females who engaged in frequent indoor tanning participated in either in-person or telephone interviews. Most were college students from southeastern Pennsylvania and Delaware. METHOD A semi-structured interview was used to elicit beliefs about indoor tanning and quitting or cutting back. Data analyses using NVivo and multiple coders identified key themes about going and quitting/cutting back on indoor tanning. RESULTS Key themes stated as reasons for indoor tanning included improving physical appearance, social acceptance, increased confidence, and happiness. The main themes identified as advantages of quitting/cutting back on indoor tanning were to decrease skin cancer risk and save money. Perceived disadvantages of quitting/cutting back included themes of concerns about being pale and a decline in self-confidence. The prospect of saving money and warm weather were seen as facilitating quitting/cutting back. CONCLUSION Findings suggest the necessity of addressing appearance concerns, psychological benefits associated with feeling more attractive, and short-term gains such as saving money. These findings provide a foundation for developing effective anti-indoor tanning communication.
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Affiliation(s)
- Karen Glanz
- 1 Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- 2 School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
| | - Amy Jordan
- 3 Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA
| | - DeAnn Lazovich
- 4 School of Public Health, University of Minnesota, MN, USA
| | - Amy Bleakley
- 3 Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA
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Bleakley A, Jordan A, Ellithorpe ME, Lazovich D, Grossman S, Glanz K. A national survey of young women’s beliefs about quitting indoor tanning: implications for health communication messages. Transl Behav Med 2018; 8:898-906. [DOI: 10.1093/tbm/ibx007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Affiliation(s)
- Amy Bleakley
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA
| | - Amy Jordan
- School of Communication and Information, Rutgers the State University of New Jersey, New Brunswick, NJ, USA
| | - Morgan E Ellithorpe
- Department of Advertising & PR, College of Communication Arts and Sciences, Michigan State University, Lansing, MI, USA
| | - DeAnn Lazovich
- Division of Epidemiology & Community Health, University of Minnesota, Minneapolis, MN, USA
| | - Sara Grossman
- Philadelphia Department of Public Health, Philadelphia, PA, USA
| | - Karen Glanz
- Perelman School of Medicine and School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
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Seidenberg AB, Noar SM, Sontag JM. Is initiating tanning bed use as a minor associated with increased risky tanning behaviors and burning? An exploratory study. Prev Med 2017; 105:15-18. [PMID: 28757448 PMCID: PMC5998669 DOI: 10.1016/j.ypmed.2017.07.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 07/24/2017] [Accepted: 07/25/2017] [Indexed: 11/19/2022]
Abstract
Tanning bed use is most common among youth and young adults, and is associated with an increased risk of skin cancer. Recently, numerous states have adopted restrictions on minors' access to tanning beds; however, little has been reported on how such policies may impact tanning behaviors and burning. The purpose of this study was to examine the associations between age of indoor tanning initiation and risky tanning behaviors and burning. Female students (n=567) attending a large southeastern public university completed a questionnaire (spring of 2015) assessing tanning bed use history, including age of initiation. The analytic sample was limited to participants reporting past year indoor tanning (n=134). Multivariable logistic regression was used to compare the odds of risky tanning behaviors and burning among those initiating indoor tanning before and after their 18th birthday. Participants initiating indoor tanning as a minor had significantly (ps<0.05) greater odds of using a tanning bed 10 or more times in the previous year, typically indoor tanning for ≥10min, ever indoor tanning without wearing goggles, and ever fallen asleep inside a tanning bed. Further, those that initiated as a minor had significantly greater odds of ever burning from indoor tanning (p<0.05). Indoor tanning initiation as a minor was associated with several risky tanning behaviors and burning. Youth access restrictions may help reduce the harms caused by tanning beds.
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Affiliation(s)
- Andrew B Seidenberg
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA.
| | - Seth M Noar
- School of Media and Journalism, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Jennah M Sontag
- School of Media and Journalism, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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Mays D, Evans WD. The Effects of Gain-, Loss-, and Balanced-Framed Messages for Preventing Indoor Tanning among Young Adult Women. JOURNAL OF HEALTH COMMUNICATION 2017; 22:604-611. [PMID: 28598730 PMCID: PMC6085748 DOI: 10.1080/10810730.2017.1332119] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Indoor tanning (IT) increases the risks of skin cancer, but evidence on how to design health education messaging targeting IT among young adult women remains limited. This study investigated the effects of theory-guided gain-, loss-, and balanced-framed IT prevention messages. Young adult women ages 18-30 who indoor tan (n = 552, mean age = 24.9 years [standard deviation = 3.1]) were recruited online, completed pre-exposure measures, and were randomized to view a gain-, loss-, or balanced-framed message. Participants completed post-exposure measures of message response (emotional response, message receptivity), IT risk (perceived severity, susceptibility), and efficacy (self-efficacy, perceived benefits of avoiding IT) beliefs, and IT behavioral intentions. Loss- and balanced-framed messages promoted significantly greater emotional response and message receptivity and lower IT behavioral intentions than gain-framed messages. The effects of loss- and balanced-framed messages on IT behavioral intentions were mediated by greater emotional response and message receptivity compared with the gain-framed message. These results can inform the development of public health education campaigns to prevent and reduce IT among young adult women. Future research can build from these findings by investigating additional message themes and tailoring strategies to maximize their effects, examining the effects of framed messages prospectively, and investigating ways to enhance message receptivity, such as through novel message delivery channels (e.g., mobile devices).
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Affiliation(s)
- Darren Mays
- Department of Oncology, Georgetown University Medical Center, Cancer Prevention and Control Program, Lombardi Comprehensive Cancer Center, 3300 Whitehaven Street NW, Suite 4100, Washington, DC 20007, USA
- Correspondence to: D. Mays.
| | - W. Douglas Evans
- Department of Prevention and Community Health, George Washington University Milken Institute School of Public Health, 950 New Hampshire Avenue, NW, 2 floor, Washington, DC 20037, USA
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Stapleton JL, Crabtree BF. "These people, you just guide them until they become these people": learning to become a frequent indoor tanner. BMC Psychol 2017; 5:11. [PMID: 28376928 PMCID: PMC5379755 DOI: 10.1186/s40359-017-0181-4] [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] [Received: 11/09/2016] [Accepted: 03/24/2017] [Indexed: 11/16/2022] Open
Abstract
Background Many young women experiment with using indoor tanning beds with some becoming regular users. There is a dearth of research focused on factors related to the development of regular tanning. This study was designed to gain an in-depth understanding of the experiences of a regular indoor tanning bed user for the purpose of discovering working hypotheses related to the development of this behavior. The article thesis is that initial interactions with tanning salon employees transmit insider knowledge that serves to encourage the regular use of indoor tanning beyond experimentation. Methods We used Spradley’s ethnographic interviewing technique to conduct six iterative interviews with a key informant who was an active indoor tanning bed user and former salon employee. The research was completed in the United States in 2015. Results The informant described her experiences as a salon employee including her interactions with salon patrons. The informant was trained as a salon employee to talk about tanning as a complex process that requires multiple salon visits to achieve desired results and to develop rapport with salon patrons to be viewed as an important source of guidance and advice. In the informant’s experience, indoor tanning users who viewed tanning as a complex process and felt connected to salon employees were more receptive to purchasing larger amounts of bulk tanning sessions and committing to purchasing salon memberships. Conclusions Findings provide insights into our understanding of the development of regular tanning behavior and we propose working hypotheses about this behavior to be examined in future research. There are also implications for policy makers to reduce excessive tanning behaviors including considering point-of-sale regulations that limit sales techniques of salon employees and pricing restrictions.
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Affiliation(s)
- Jerod L Stapleton
- Rutgers, The State University of New Jersey, Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, Room 5570, New Brunswick, NJ, 08903, USA.
| | - Benjamin F Crabtree
- Rutgers, The State University of New Jersey, RWJ-Family Medicine-Research, Institute for Health, Health Care Policy and Aging Research (IFH), 112 Paterson Street, New Brunswick, NJ, 08901, USA
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Cartmel B, Bale AE, Mayne ST, Gelernter JE, DeWan AT, Spain P, Leffell DJ, Pagoto S, Ferrucci LM. Predictors of tanning dependence in white non-Hispanic females and males. J Eur Acad Dermatol Venereol 2017; 31:1223-1228. [PMID: 28129487 DOI: 10.1111/jdv.14138] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 01/10/2017] [Indexed: 12/01/2022]
Abstract
BACKGROUND Growing evidence suggests that some individuals may exhibit symptoms of dependence on ultraviolet (UV) light, a known carcinogen, in the context of tanning; however, few studies have investigated predictors of tanning dependence (TD). OBJECTIVE To identify predictors of TD. METHODS Non-Hispanics of European ancestry who had previously participated in a case-control study of early-onset basal cell carcinoma completed an online survey to ascertain TD and other behaviours (alcohol dependence, nicotine dependence, seasonal affective disorder (SAD), exercise 'addiction' and depression). Information on host factors, such as skin and eye colour and history of sunbathing and indoor tanning, was obtained from a study in which the participants were previously enrolled. Lifetime TD was assessed using the modified Cut down, Annoyed, Guilty, Eye-opener (mCAGE) and the modified Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (mDSM-IV-TR) questionnaires. Participants were classified as 'TD' if positive on both questionnaires and not TD if negative on both questionnaires. RESULTS In total, 499 individuals completed the online survey (81.9% participation rate), and 24.4% were classified as 'TD'. In the multivariate model, women were more likely to be TD [odds ratio (OR) 6.93; 95% confidence intervals (95% CI) (3.36-14.27)] than men. Alcohol dependence (OR 6.55: 95% CI 3.19-13.42), SAD (OR 2.77; 95% CI 1.26-6.09) and exercise 'addiction' (OR 5.47; 95% CI 1.15-26.06) were all significant predictors for TD. CONCLUSION Increased knowledge of those at risk for TD will allow appropriate interventions to be designed.
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Affiliation(s)
- B Cartmel
- Yale School of Public Health, New Haven, CT, USA
- Yale Cancer Center, New Haven, CT, USA
| | - A E Bale
- Yale Cancer Center, New Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
| | - S T Mayne
- Yale School of Public Health, New Haven, CT, USA
- Yale Cancer Center, New Haven, CT, USA
| | | | - A T DeWan
- Yale School of Public Health, New Haven, CT, USA
| | - P Spain
- Yale School of Public Health, New Haven, CT, USA
| | - D J Leffell
- Yale Cancer Center, New Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
| | - S Pagoto
- University of Massachusetts Medical School, Worcester, MA, USA
| | - L M Ferrucci
- Yale School of Public Health, New Haven, CT, USA
- Yale Cancer Center, New Haven, CT, USA
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