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Klooster IT, Kip H, van Gemert-Pijnen L, Crutzen R, Kelders S. A systematic review on eHealth technology personalization approaches. iScience 2024; 27:110771. [PMID: 39290843 PMCID: PMC11406103 DOI: 10.1016/j.isci.2024.110771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 03/05/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
Despite the widespread use of personalization of eHealth technologies, there is a lack of comprehensive understanding regarding its application. This systematic review aims to bridge this gap by identifying and clustering different personalization approaches based on the type of variables used for user segmentation and the adaptations to the eHealth technology and examining the role of computational methods in the literature. From the 412 included reports, we identified 13 clusters of personalization approaches, such as behavior + channeling and environment + recommendations. Within these clusters, 10 computational methods were utilized to match segments with technology adaptations, such as classification-based methods and reinforcement learning. Several gaps were identified in the literature, such as the limited exploration of technology-related variables, the limited focus on user interaction reminders, and a frequent reliance on a single type of variable for personalization. Future research should explore leveraging technology-specific features to attain individualistic segmentation approaches.
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Affiliation(s)
- Iris Ten Klooster
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Hanneke Kip
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Department of Research, Stichting Transfore, Deventer, the Netherlands
| | - Lisette van Gemert-Pijnen
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Rik Crutzen
- Department of Health Promotion, Care and Public Health Research Institute, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Saskia Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Optentia Research Focus Area, North-West University, Vaal Triangle Campus, Vanderbijlpark, South Africa
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Ngure K, Browne EN, Reddy K, Friedland BA, van der Straten A, Palanee-Phillips T, Nakalega R, Gati B, Kalule HN, Siziba B, Soto-Torres L, Nair G, Garcia M, Celum C, Roberts ST. Correlates of Adherence to Oral and Vaginal Pre-exposure Prophylaxis (PrEP) Among Adolescent Girls and Young Women (AGYW) Participating in the MTN-034/REACH Trial. AIDS Behav 2024; 28:2990-3000. [PMID: 38852114 DOI: 10.1007/s10461-024-04382-3] [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] [Accepted: 05/15/2024] [Indexed: 06/10/2024]
Abstract
We evaluated correlates of adherence to PrEP, including daily oral tenofovir disoproxil fumarate in combination emtricitabine (oral FTC/TDF) and the monthly dapivirine ring (ring)among adolescent girls and young women (AGYW) in the MTN-034/REACH study. We enrolled 247 AGYW aged 16-21 years in South Africa, Uganda and Zimbabwe (ClinicalTrials.gov: NCT03074786). Participants were randomized to the order of oral FTC/TDF or ring use for 6 months each in a crossover period, followed by a 6-month choice period. We assessed potential adherence correlates-individual, interpersonal, community, study, and product-related factors-quarterly via self-report. We measured biomarkers of adherence monthly; high adherence was defined as > 4 mg dapivirine released from returned rings or intracellular tenofovir diphosphate levels ≥ 700 fmol/punch from dried blood spots (DBS). We tested associations between correlates and objective measures of high adherence using generalized estimating equations. High adherence to oral FTC/TDF was significantly associated with having an older primary partner (p = 0.04), not having exchanged sex in the past 3 months (p = 0.02), and rating oral FTC/TDF as highly acceptable (p = 0.003). High ring adherence was significantly associated with unstable housing (p = 0.01), disclosing ring use to a male family member (p = 0.01), and noting a social benefit from study participation (p = 0.03). All associations were moderate, corresponding to about 6%-10% difference in the proportion with high adherence. In our multinational study, correlates of adherence among African AGYW differed for oral FTC/TDF and the ring, highlighting the benefit of offering multiple PrEP options.
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Affiliation(s)
- Kenneth Ngure
- School of Public Health, Jomo Kenyatta University of Agriculture and Technology, Box 19704-00202, Nairobi, Kenya.
- Department of Global Health, University of Washington, Seattle, USA.
| | - Erica N Browne
- Women's Global Health Imperative (WGHI), RTI International, Berkeley, CA, USA
| | - Krishnaveni Reddy
- Wits RHI, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Ariane van der Straten
- Department of Medicine, Center for AIDS Prevention Studies, University of California, San Francisco, USA
- ASTRA Consulting, Kensington, CA, USA
| | - Thesla Palanee-Phillips
- Wits RHI, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Rita Nakalega
- Makerere University - Johns Hopkins University Research Collaboration, Kampala, Uganda
| | - Brenda Gati
- Makerere University - Johns Hopkins University Research Collaboration, Kampala, Uganda
| | - Hadijah N Kalule
- Makerere University - Johns Hopkins University Research Collaboration, Kampala, Uganda
| | - Bekezela Siziba
- University of Zimbabwe Clinical Trials Research Centre, Harare, Zimbabwe
| | - Lydia Soto-Torres
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, USA
| | | | | | - Connie Celum
- Department of Global Health, University of Washington, Seattle, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Sarah T Roberts
- Women's Global Health Imperative (WGHI), RTI International, Berkeley, CA, USA
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Ngure K, Friedland BA, Szydlo DW, Roberts ST, Garcia M, Levy L, Akello CA, Reddy K, Palanee-Phillips T, Macdonald P, Siziba B, Soto-Torres L, Hosek S, Hillier SL, Nair G, Celum C, van der Straten A. Baseline preferences for oral pre-exposure prophylaxis (PrEP) or dapivirine intravaginal ring for HIV prevention among adolescent girls and young women in South Africa, Uganda and Zimbabwe (MTN-034/IPM-045 study). PLoS One 2023; 18:e0287525. [PMID: 37352296 PMCID: PMC10289422 DOI: 10.1371/journal.pone.0287525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 06/07/2023] [Indexed: 06/25/2023] Open
Abstract
INTRODUCTION Adolescent girls and young women (AGYW) in sub-Saharan Africa are disproportionately affected by the HIV epidemic and face an array of challenges using proven behavioral and biomedical prevention methods. To address the urgent need for expanding prevention options, we evaluated the baseline preferences of HIV prevention methods among participants enrolled in the MTN-034/REACH crossover trial along with their stated product preference prior to product initiation. METHODS AGYW aged 16-21 years were enrolled at 4 study sites: Cape Town and Johannesburg, South Africa; Kampala, Uganda; and Harare, Zimbabwe and randomly assigned to the sequence of using oral PrEP and the dapivirine ring for 6 months each, followed by a choice period in which they could choose either product (or neither) for an additional six months. Eligible AGYW were HIV-negative, not pregnant and using effective contraception for at least two months prior to enrollment. Descriptive statistics were used to summarize demographic and behavioral data while multinomial analysis was used to determine predictors of stated product preference (ring or oral PrEP). RESULTS Of the 247 AGYW enrolled in REACH, 34% were aged 16-17 and 89% had a primary partner.The median age of sexual debut was 16 years and 40% had ever been pregnant. At screening, 35% of participants were diagnosed with a sexually transmitted infection (STI), 39% had an AUDIT-C score associated with harmful drinking and 11% reported intimate partner violence in the past 6 months. Overall, 28% of participants, had CESD-10 scores suggestive of depressive symptoms (≥12) in the past week. At baseline, similar proportions stated a preference for the ring and oral PrEP (38.1% and 40.5% respectively), with 19% of participants stating they preferred both products equally. Only study site was significantly associated with product preference (P<0.05) with AGYW from Johannesburg having higher odds of preferring the ring and those from Kampala having higher odds of preferring both options equally. CONCLUSIONS We successfully enrolled African AGYW with a clear unmet need for HIV prevention. The balanced preference between the two products suggests that multiple biomedical prevention options may be appealing to this age group and could address their prevention needs.
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Affiliation(s)
- Kenneth Ngure
- School of Public Health, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
- Department of Global Health, University of Washington, Seattle, WA, United States of America
| | - Barbara A. Friedland
- Population Council, Center for Biomedical Research, New York, NY, United States of America
| | - Daniel W. Szydlo
- Statistical Center for HIV/AIDS Research and Prevention, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Sarah T. Roberts
- Women’s Global Health Imperative (WGHI), RTI International, Berkeley, California, United States of America
| | - Morgan Garcia
- FHI 360, Durham, North Carolina, United States of America
| | - Lisa Levy
- FHI 360, Durham, North Carolina, United States of America
| | - Carolyne A. Akello
- Johns Hopkins University Research Collaboration, Makerere University, Kampala, Uganda
| | - Krishnaveni Reddy
- Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Thesla Palanee-Phillips
- Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Pippa Macdonald
- Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Bekezela Siziba
- University of Zimbabwe Clinical Trials Research Centre, Harare, Zimbabwe
| | - Lydia Soto-Torres
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Sybil Hosek
- Department of Psychiatry, John Stroger Hospital of Cook County, Chicago, Illinois, United States of America
| | - Sharon L. Hillier
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Gonasagrie Nair
- Centre for Medical Ethics and Law, Stellenbosch University, Stellenbosch, South Africa
| | - Connie Celum
- Department of Global Health, University of Washington, Seattle, WA, United States of America
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
- Department of Epidemiology University of Washington, Seattle, Washington, United States of America
| | - Ariane van der Straten
- Center for AIDS Prevention Studies, Dept of Medicine, University of California, San Francisco, San Francisco, California, United States of America
- ASTRA Consulting, Kensington, CA, United States of America
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Karnik NS, Kuhns LM, Hotton AL, Del Vecchio N, McNulty M, Schneider J, Donenberg G, Keglovitz Baker K, Diskin R, Muldoon A, Rivera J, Summersett Williams F, Garofalo R. Findings From the Step Up, Test Up Study of an Electronic Screening and Brief Intervention for Alcohol Misuse in Adolescents and Young Adults Presenting for HIV Testing: Randomized Controlled Efficacy Trial. JMIR Ment Health 2023; 10:e43653. [PMID: 36989027 PMCID: PMC10131684 DOI: 10.2196/43653] [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: 10/19/2022] [Revised: 02/16/2023] [Accepted: 03/02/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND Substance use, particularly binge drinking of alcohol and noninjection substance use, is associated with increased risk for HIV infection among youth, but structured substance use screening and brief intervention are not often provided as part of HIV risk reduction. OBJECTIVE The purpose of the study was to test the efficacy of a fully automated electronic screening and brief intervention, called Step Up, Test Up, to reduce alcohol misuse among adolescents and young adults presenting for HIV testing. Secondary objectives were reduction in sexual risk and uptake of pre-exposure prophylaxis (PrEP) for HIV prevention. METHODS Youth aged 16 years to 25 years who presented for HIV testing at community-based locations were recruited for study participation. Those who screened at moderate to high risk on the Alcohol Use Disorders Identification Test were randomized (1:1) to either an electronic brief intervention or a time-attention control. The primary outcome was change in alcohol use at 1, 3, 6, and 12-month follow-ups. Negative binomial and log binomial regression analyses with generalized estimating equations were conducted to evaluate the intervention efficacy. RESULTS Among a sample of 329 youth, there were no significant differences in alcohol use outcomes between conditions over time or at the 1, 3, 6, or 12-month time points. In terms of secondary outcomes, there was evidence of reduction in condomless insertive anal sex under the influence of alcohol and drugs at 12 months compared with 3 months in the intervention versus the attention control condition (incidence rate ratio=0.15, 95% CI 0.05-0.44); however, there were no other significant differences in sexual risk and no difference in PrEP engagement. CONCLUSIONS We found no effect of electronic brief intervention to reduce alcohol use and some effect on sexual risk among youth aged 16 years to 25 years who present for HIV testing. TRIAL REGISTRATION ClinicalTrials.gov number NCT02703116; https://clinicaltrials.gov/ct2/show/NCT02703116. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1186/s12889-020-8154-6.
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Affiliation(s)
- Niranjan S Karnik
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois Chicago, Chicago, IL, United States
| | - Lisa M Kuhns
- The Potocsnak Family Division of Adolescent and Young Adult Medicine, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States
| | - Anna L Hotton
- The Chicago Center for HIV Elimination, The University of Chicago, Chicago, IL, United States
| | - Natascha Del Vecchio
- The Chicago Center for HIV Elimination, The University of Chicago, Chicago, IL, United States
| | - Moira McNulty
- The Chicago Center for HIV Elimination, The University of Chicago, Chicago, IL, United States
| | - John Schneider
- The Chicago Center for HIV Elimination, The University of Chicago, Chicago, IL, United States
| | - Geri Donenberg
- Center for Dissemination and Implementation Science, University of Illinois Chicago, Chicago, IL, United States
| | | | - Rose Diskin
- The Potocsnak Family Division of Adolescent and Young Adult Medicine, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States
| | - Abigail Muldoon
- The Potocsnak Family Division of Adolescent and Young Adult Medicine, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States
| | - Juan Rivera
- Center for Education, Research & Advocacy, Howard Brown Health, Chicago, IL, United States
| | - Faith Summersett Williams
- The Potocsnak Family Division of Adolescent and Young Adult Medicine, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States
| | - Robert Garofalo
- The Potocsnak Family Division of Adolescent and Young Adult Medicine, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States
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Simpson T, Sistad R, Brooks JT, Newberger NG, Livingston NA. Seeking care where they can: A systematic review of global trends in online alcohol treatment utilization among non-veteran and veteran women. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 5:100116. [PMID: 36844155 PMCID: PMC9948922 DOI: 10.1016/j.dadr.2022.100116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 10/21/2022] [Accepted: 11/04/2022] [Indexed: 11/19/2022]
Abstract
Background Findings from a person-level meta-analysis of online alcohol intervention trials suggest that women disproportionately seek out such interventions (Riper et al., 2018). Although women may be a "hidden population" that is particularly drawn to online alcohol interventions, trial design features may explain women's apparent over-representation in these trials. Methods This systematic review examined associations between gender-tailored recruitment/inclusion criteria and proportions of women enrolled in online alcohol intervention trials, evaluated whether community samples have greater proportions of women than clinical samples, and compared country-specific average proportions of women in trials to country-specific proportions of women with Alcohol Use Disorder (AUD). Results Forty-four trials met inclusion/exclusion criteria, 34 community samples and 10 drawn from clinical settings; 4 studies included U.S. veterans and were examined separately. The average proportion of community-recruited women across the studies was 51.20% and the average proportion of clinically-recruited women was 35.81%, a difference that was statistically significant. Across the countries with relevant trials, the expected proportion of those with AUD who are women is 27.1% (World Population Review, 2022). Only 2 studies used targeted recruitment for women so no between-group tests were conducted. There was not a statistically significant difference in the proportion of women across trials that did and did not use gender-tailored alcohol inclusion criteria. Conclusions Results from this systematic review suggest that study design factors do not account for the marked over-representation of women in online alcohol interventions, indicating that women are indeed a "hidden population" whose needs should be understood and accommodated.
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Affiliation(s)
- Tracy Simpson
- Center of Excellence in Substance Addiction Treatment & Education, VA Puget Sound Healthcare System, Seattle, WA, USA
- University of Washington School of Medicine, Seattle, WA, USA
| | - Rebecca Sistad
- VA Boston Healthcare System, Boston, MA, USA
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jack T. Brooks
- VA Boston Healthcare System, Boston, MA, USA
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Noam G. Newberger
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA
| | - Nicholas A. Livingston
- VA Boston Healthcare System, Boston, MA, USA
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA
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Emenyonu N, Kekibiina A, Woolf-King S, Kyampire C, Fatch R, Dawson-Rose C, Muyindike W, Hahn J. Digital Health Screening in People With HIV in Uganda to Increase Alcohol Use Reporting: Qualitative Study on the Development and Testing of the Self-administered Digital Screener for Health. JMIR Form Res 2022; 6:e35015. [PMID: 36048519 PMCID: PMC9478818 DOI: 10.2196/35015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 06/10/2022] [Accepted: 07/21/2022] [Indexed: 11/16/2022] Open
Abstract
Background Alcohol consumption is a critical driver of the HIV epidemic worldwide, particularly in sub-Saharan Africa, where unhealthy alcohol use and HIV are prevalent. Brief alcohol interventions are effective in reducing alcohol use; however, they depend on effective screening for unhealthy alcohol use, which is often underreported. Thus, there is a need to develop methods to improve reporting of unhealthy alcohol use as an essential step toward referral to brief alcohol interventions. Self-administered digital health screeners may improve reporting. Objective This study aimed to develop and test a digital, easy-to-use self-administered health screener. The health screener was designed to be implemented in a busy, underresourced HIV treatment setting and used by patients with varying levels of literacy. Methods We conducted a qualitative study at the Immune Suppression Syndrome (ISS) Clinic of Mbarara Regional Referral Hospital in Uganda to develop and test a digital self-administered health screener. The health screener included a training module and assessed behaviors regarding general health, HIV care, and mental health as well as sensitive topics such as alcohol use and sexual health. We conducted focus group discussions with clinicians and patients with HIV of the Mbarara ISS Clinic who consumed alcohol to obtain input on the need for and content, format, and feasibility of the proposed screener. We iteratively revised a tablet-based screener with a subset of these participants, piloted the revised screener, and conducted individual semistructured in-depth interviews with 20 participants who had taken part in our previous studies on alcohol and HIV, including those who had previously underreported alcohol use and with low literacy. Results A total of 45 people (n=5, 11% clinicians and n=40, 89% Mbarara ISS Clinic patients) participated in the study. Of the patient participants, 65% (26/40) were male, 43% (17/40) had low literacy, and all (40/40, 100%) had self-reported alcohol use in previous studies. Clinicians and patients cited benefits such as time savings, easing of staff burden, mitigation of patient-provider tension around sensitive issues, and information communication, but also identified areas of training required, issues of security of the device, and confidentiality concerns. Patients also stated fear of forgetting how to use the tablet, making mistakes, and losing information as barriers to uptake. In pilot tests of the prototype, patients liked the feature of a recorded voice in the local language and found the screener easy to use, although many required additional help and training from the study staff to complete the screener. Conclusions We found a self-administered digital health screener to be appealing to patients and clinicians and usable in a busy HIV clinic setting, albeit with concerns about confidentiality and training. Such a screener may be useful in improving reporting of unhealthy alcohol use for referral to interventions.
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Affiliation(s)
- Nneka Emenyonu
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Allen Kekibiina
- MUST Grants Office, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Sarah Woolf-King
- Department of Psychology, Syracuse University, Syracuse, NY, United States
| | - Catherine Kyampire
- MUST Grants Office, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Robin Fatch
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Carol Dawson-Rose
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Winnie Muyindike
- MUST Grants Office, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Judith Hahn
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, United States
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Saxton J, Rodda SN, Booth N, Merkouris SS, Dowling NA. The efficacy of Personalized Normative Feedback interventions across addictions: A systematic review and meta-analysis. PLoS One 2021; 16:e0248262. [PMID: 33793583 PMCID: PMC8016245 DOI: 10.1371/journal.pone.0248262] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 02/23/2021] [Indexed: 12/11/2022] Open
Abstract
Personalized Normative Feedback (PNF) may help address addictive disorders. PNF highlights discrepancies between perceived and actual peer norms, juxtaposed against self-reported behavior. PNF can be self-directed and cost-efficient. Our study estimates the efficacy of PNF alone, and in combination with other self-directed interventions, to address frequency and symptom severity of hazardous alcohol use, problem gambling, illicit drug and tobacco use. We searched electronic databases, grey literature, and reference lists of included articles, for randomized controlled trials published in English (January 2000-August 2019). We assessed study quality using the Cochrane Risk of Bias tool. Thirty-four studies met inclusion criteria (k = 28 alcohol, k = 3 gambling, k = 3 cannabis, k = 0 tobacco). Thirty studies provided suitable data for meta-analyses. PNF alone, and with additional interventions, reduced short-term alcohol frequency and symptom severity. PNF with additional interventions reduced short-term gambling symptom severity. Effect sizes were small. PNF did not alter illicit drug use. Findings highlight the efficacy of PNF to address alcohol frequency and symptom severity. The limited number of studies suggest further research is needed to ascertain the efficacy of PNF for gambling and illicit drug use. Cost-effectiveness analyses are required to determine the scale of PNF needed to justify its use in various settings.
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Affiliation(s)
- Jenny Saxton
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Simone N. Rodda
- School of Population Health, University of Auckland, Auckland, New Zealand
- School of Psychology, Deakin University, Geelong, Australia
- * E-mail:
| | - Natalia Booth
- School of Population Health, University of Auckland, Auckland, New Zealand
| | | | - Nicki A. Dowling
- School of Psychology, Deakin University, Geelong, Australia
- Melbourne Graduate School of Education, University of Melbourne, Parkville, Australia
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Powers JM, Zvolensky MJ, Ditre JW. An integrative review of personalized feedback interventions for pain and alcohol. Curr Opin Psychol 2019; 30:48-53. [PMID: 30825840 DOI: 10.1016/j.copsyc.2019.01.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 01/04/2019] [Accepted: 01/18/2019] [Indexed: 01/12/2023]
Abstract
Interrelations between pain and alcohol consumption are considered to be bidirectional in nature, leading to greater pain and increased drinking over time. Personalized feedback interventions (PFIs), which typically aim to motivate behavior change via presentation of personalized and normative feedback, hold great promise for integrated treatment. There has been no previous review of PFIs for pain, and limited work has focused on examining the utility of PFIs for more established, adult drinkers. Our review of the literature revealed that brief, computer-based PFIs can improve pain outcomes and decrease problematic alcohol consumption. Future research would likely benefit from developing integrated, computer-based PFIs for pain and alcohol misuse. Such approaches offer potential for broad impact, while simultaneously reducing patient and healthcare provider burden.
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Affiliation(s)
| | | | - Joseph W Ditre
- Department of Psychology, Syracuse University, United States.
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