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Hanson J, Noonan C, Oziel K, Wounded KL, Darnell S, Rosenman R, O'Leary M, MacLehose R, Sarche M, Buchwald D. A randomized controlled trial of Native CHOICES: Impact on alcohol-exposed pregnancy risk reduction among American Indian and Alaska Native women. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2025; 49:488-498. [PMID: 39710495 PMCID: PMC11828969 DOI: 10.1111/acer.15521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 12/13/2024] [Indexed: 12/24/2024]
Abstract
BACKGROUND Prevention of alcohol-exposed pregnancy (AEP) involves reducing risky alcohol consumption among women at-risk for pregnancy, using effective contraception among women drinking at risky levels to prevent pregnancy, or both. This study presents the outcomes of a randomized controlled trial assessing the efficacy of Native CHOICES, a culturally tailored adaptation of the CHOICES intervention, among American Indian/Alaska Native (AI/AN) women. METHODS AI/AN women aged 18-44 who were at-risk for an AEP were randomly assigned in a 1:1 ratio to either the Native CHOICES intervention or a waitlist control group. Native CHOICES comprised two sessions of motivational interviewing and an elective contraception counseling session. Data were collected at baseline, and 6 weeks, 3 months, and 6 months postbaseline. Due to the pandemic, the intervention was at times delivered remotely. RESULTS A total of 404 women participated: 199 in the control group and 205 in the intervention group. Sixty-seven percent of the intervention group received the intervention in-person, and 33% participated by telephone or video call. Sixty-four percent of women completed all follow-up visits. At the six-month follow-up, the intervention did not demonstrate a significant impact on AEP risk compared with the control arm when analyzing all the data (RR = 0.94; 95% confidence interval [CI]: 0.83-1.07). However, an exploratory subgroup analysis showed evidence of a reduction in AEP risk among participants who completed the study in-person before the COVID-19 pandemic (RR = 0.79; 95% CI: 0.63-0.98), which was not observed during or after the pandemic (RR = 1.06; 95% CI: 0.91-1.24). CONCLUSIONS The Native CHOICES intervention did not show evidence of effectiveness overall. However, exploratory analyses offer some evidence that the intervention was effective prior to the pandemic.
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Affiliation(s)
- Jessica Hanson
- Department of Applied Human SciencesUniversity of Minnesota DuluthDuluthMinnesotaUSA
| | - Carolyn Noonan
- Institute for Research and Education to Advance Community HealthWashington State UniversitySeattleWashingtonUSA
| | - Kyra Oziel
- Institute for Research and Education to Advance Community HealthWashington State UniversitySeattleWashingtonUSA
| | | | - Serea Darnell
- Missouri Breaks Industries Research Inc.Eagle ButteSouth DakotaUSA
| | - Robert Rosenman
- School of Economic SciencesWashington State UniversityPullmanWashingtonUSA
| | - Marcia O'Leary
- Missouri Breaks Industries Research Inc.Eagle ButteSouth DakotaUSA
| | - Richard MacLehose
- Division of Epidemiology and Community HealthUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Michelle Sarche
- University of Colorado Anschutz Medical Campus, Colorado School of Public HealthCenters for American Indian and Alaska Native HealthAuroraColoradoUSA
| | - Dedra Buchwald
- Department of Neurological Surgery, UW MedicineUniversity of WashingtonSeattleWashingtonUSA
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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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Chang G. Reducing Prenatal Alcohol Exposure and the Incidence of FASD: Is the Past Prologue? Alcohol Res 2023; 43:02. [PMID: 37114249 PMCID: PMC10127686 DOI: 10.35946/arcr.v43.1.02] [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: 04/29/2023] Open
Abstract
PURPOSE This narrative review summarizes and synthesizes the clinical trials and randomized clinical trials that evaluated selected and targeted approaches to reducing preconception and prenatal alcohol exposure (PAE) and alcohol-exposed pregnancy (AEP) since 2011. SEARCH METHODS A professional hospital librarian completed the primary search using strategies specified within this review, resulting in 94 records returned in PubMed, Ovid MEDLINE, Clinical Key, the World Health Organization International Clinical Trials Registry Platform, and ClinicalTrials.gov. The author completed two supplementary literature searches. SEARCH RESULTS From the total of 238 records returned from the three searches, 217 records were eliminated. Elimination reasons included other medical problem (119); duplicate entry (34); no content/results (23); secondary analysis (16); focus on effects of PAE (9); treatment of childhood fetal alcohol spectrum disorders (FASD) (6); maternal risk factors (3); and other (7). The remaining 21 studies were included with four overarching themes: (1) case management efforts (n = 4); (2) preconception efforts to reduce AEP (n = 5); (3) motivational interviewing and screening, brief intervention, and referral to treatment (n = 2); and (4) use of technology to deliver the intervention (n = 10). DISCUSSION AND CONCLUSIONS Case management and home visits did not appear to have strong current empirical support. Study limitations included small sample sizes and no comparison groups, whereas larger efforts did not demonstrate definitive advantages to justify this intensive approach. The studies of preconception efforts, all based on the Project CHOICES approach, had similar outcomes, with the reduction in AEP risk largely due to improved contraception in women of childbearing age who were sexually active and drank alcohol but were not pregnant. It is unknown whether these women refrained from alcohol use when they became pregnant. Two studies of motivational interviewing to reduce prenatal alcohol use did not demonstrate the efficacy of the intervention. Both were small, with less than 200 pregnant women combined; moreover, the study samples had low baseline levels of alcohol use, allowing little opportunity for improvement. Finally, studies evaluating the impact of technological approaches to reducing AEP were reviewed. These exploratory investigations had small sample sizes and provided preliminary evaluations of techniques such as text messages, telephone contact, computer-based screening, and motivational interviewing. The potentially promising findings may inform future research and clinical efforts. Future directions may include research to address the limitations of the evidence to date and should reflect the complexities of FASD that include the biological and social context associated with prenatal alcohol use.
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Affiliation(s)
- Grace Chang
- Department of Mental Health, Veterans Administration Boston Healthcare System, Boston, Massachusetts, Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
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4
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Woodruff K, Berglas N, Herold S, Roberts SCM. Disseminating Evidence on Abortion Facilities to Health Departments: A Randomized Study of E-mail Strategies. HEALTH COMMUNICATION 2023; 38:61-70. [PMID: 34061693 DOI: 10.1080/10410236.2021.1932109] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Given the politicization of abortion, professionals working in U.S. health departments (HDs) may not be receptive to communications about abortion, despite often regulating abortion facilities. This paper reports results of a randomized, prospective, observational study to test the effects of e-mail language when disseminating evidence on abortion to HD professionals. Our sample was 302 HD employees who oversee healthcare facilities inspection/regulation in all 50 U.S. state HDs, clustered by HD and randomized into two study groups. In November-December 2019, we sent biweekly e-mails containing links to a website summarizing evidence on abortion facility regulation. E-mails/headers sent to one group emphasized public health values and did not include the word abortion; e-mails/headers to the other group used the word abortion. Primary outcome measures were e-mail open rates and click-through rates. Among 221 participants to whom e-mails were deliverable, the overall open rate was 36%. Open rate was 25% for PH values and 46% for abortion groups (p < .05). Effects were moderated by state abortion policy environment: in both supportive and restrictive environments, participants in the abortion messaging group were statistically more likely to open e-mails than those in the PH values group. There was no difference between groups in states with middle-ground abortion policy environments. Among participants opening at least one e-mail, 19% clicked through to the website, with no significant difference by group. This study demonstrates that repeated targeted e-mail campaigns can reach HD professionals with research summaries. Concerns that communications to HDs should avoid the word abortion are unsupported.
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Affiliation(s)
- Katie Woodruff
- Department of Obstetrics, Gynecology and Reproductive Sciences; University of California, San Francisco
| | - Nancy Berglas
- Department of Obstetrics, Gynecology and Reproductive Sciences; University of California, San Francisco
| | - Stephanie Herold
- Department of Obstetrics, Gynecology and Reproductive Sciences; University of California, San Francisco
| | - Sarah C M Roberts
- Department of Obstetrics, Gynecology and Reproductive Sciences; University of California, San Francisco
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Jacobsen B, Lindemann C, Petzina R, Verthein U. The Universal and Primary Prevention of Foetal Alcohol Spectrum Disorders (FASD): A Systematic Review. JOURNAL OF PREVENTION (2022) 2022; 43:297-316. [PMID: 35286547 PMCID: PMC9114092 DOI: 10.1007/s10935-021-00658-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 12/07/2021] [Indexed: 10/24/2022]
Abstract
Foetal alcohol spectrum disorder (FASD) comprises multiple neurodevelopmental disorders caused by alcohol consumption during pregnancy. With a global prevalence rate of 7.7 per 1000 population, FASD is a leading cause of prenatal developmental disorders. The extent of physical, mental, and social consequences for individuals with FASD can be vast and negatively affect their social environment, daily life, school, relationships, and work. As treatment for FASD is labour- and cost-intensive, with no cure available, prevention is key in reducing FASD prevalence rates. As most systematic reviews conducted so far have focused on specific FASD risk groups, we investigated the effectiveness of universal FASD prevention and primary preventive strategies. We identified a total of 567 potentially pertinent records through PubMed, Cochrane Library, EBSCO, PubPsych, and DAHTA published from 2010 to May 2020, of which 10 studies were included in this systematic review. Results showed a substantial heterogeneity in the studies' quality, although all preventive measures, except one, proved effective in both increasing knowledge and awareness of FASD, as well as decreasing the risk of an alcohol exposed pregnancy. Limiting factors such as small sample sizes and a lack of behavioural change testing require further studies to support existing evidence for FASD prevention and its implementation, as well as detecting the best course of action for FASD prevention when creating and implementing prevention and intervention approaches.
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Affiliation(s)
- Britta Jacobsen
- Department of Psychiatry, Centre for Interdisciplinary Addiction Research of Hamburg University (ZIS), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Medical School Hamburg (MSH), University of Applied Sciences and Medical University, Hamburg, Germany
| | - Christina Lindemann
- Department of Psychiatry, Centre for Interdisciplinary Addiction Research of Hamburg University (ZIS), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Medical School Hamburg (MSH), University of Applied Sciences and Medical University, Hamburg, Germany
| | - Rainer Petzina
- Medical School Hamburg (MSH), University of Applied Sciences and Medical University, Hamburg, Germany
| | - Uwe Verthein
- Department of Psychiatry, Centre for Interdisciplinary Addiction Research of Hamburg University (ZIS), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
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6
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Oh SS, Moon JY, Chon D, Mita C, Lawrence JA, Park EC, Kawachi I. Are Digital Interventions Effective for Preventing Alcohol Consumption in Pregnancy?: Systematic Review and Meta-Analysis (Preprint). J Med Internet Res 2021; 24:e35554. [PMID: 35404257 PMCID: PMC9039809 DOI: 10.2196/35554] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 01/20/2022] [Accepted: 03/01/2022] [Indexed: 01/16/2023] Open
Affiliation(s)
- Sarah Soyeon Oh
- Department of Social & Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA, United States
- Institute of Health Services Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Center for Public Health, Gil Medical Center, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Jong Youn Moon
- Department of Preventive Medicine, Gachon University College of Medicine, Incheon, Republic of Korea
- Artificial Intelligence and Big-Data Convergence Center, Gil Medical Center, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Doukyoung Chon
- Center for Public Health, Gil Medical Center, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Carol Mita
- Research and Instruction Services, Countway Library of Medicine, Harvard Medical School, Boston, MA, United States
| | - Jourdyn A Lawrence
- François-Xavier Bagnoud Center for Health and Human Rights, Harvard University, Boston, MA, United States
| | - Eun-Cheol Park
- Institute of Health Services Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Preventive Medicine & Public Health, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ichiro Kawachi
- Department of Social & Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA, United States
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7
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Reid N, Schölin L, Erng MN, Montag A, Hanson J, Smith L. Preconception interventions to reduce the risk of alcohol-exposed pregnancies: A systematic review. Alcohol Clin Exp Res 2021; 45:2414-2429. [PMID: 34590331 DOI: 10.1111/acer.14725] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 08/31/2021] [Accepted: 09/23/2021] [Indexed: 12/28/2022]
Abstract
BACKGROUND The preconception period provides a unique opportunity to optimize the health of women and children. High rates of alcohol use and unintended pregnancies are common across many Western societies, and alcohol-exposed pregnancies (AEPs) are a possible unintended outcome. The aim of the current study was to evaluate preconception interventions for the prevention of AEPs. METHODS A systematic search of four electronic databases (PubMed, Embase, CINAHL, and PsycINFO) was undertaken for relevant peer-reviewed articles published from 1970 onward. Studies were included if they enrolled women and/or their support networks during the preconception period. RESULTS Nineteen studies met the inclusion criteria. The majority of studies (n = 14) evaluated CHOICES-based interventions, which incorporate motivational interviewing approaches to change alcohol and/or contraceptive behavior. The other five interventions included a range of different approaches and modes of delivery. The majority of interventions were successful in reducing AEP risk. Changes in AEP risk were more often driven by changes in contraceptive behavior, although some approaches led to changes in both alcohol and contraceptive behavior. CONCLUSIONS The review indicated that many interventions were efficacious at reducing AEP risk during the preconception period through preventing unplanned pregnancy. The effectiveness estimated from these clinical trials may be greater than that seen in interventions when implemented in practice where there is a lack of blinding and greater attrition of participants during follow-up. Further research investigating the real-world effectiveness of these intervention approaches implemented across a wide range of clinical settings would be beneficial.
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Affiliation(s)
- Natasha Reid
- Child Health Research Centre, University of Queensland, Brisbane, Queensland, Australia
| | - Lisa Schölin
- Centre for Pesticide Suicide Prevention, University of Edinburgh, Edinburgh, UK
| | - May Na Erng
- Child Health Research Centre, University of Queensland, Brisbane, Queensland, Australia
| | - Annika Montag
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
| | - Jessica Hanson
- Department of Applied Health Sciences, University of Minnesota Duluth, Duluth, Minnesota, USA
| | - Lesley Smith
- Faculty of Health Sciences, Institute of Clinical Applied Health Research, University of Hull, Hull, Yorkshire, UK
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8
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Thompson EL, Barnett TE, Litt DM, Spears EC, Lewis MA. Discordance Between Perinatal Alcohol Use Among Women and Provider Counseling for Alcohol Use: An Assessment of the Pregnancy Risk Assessment Monitoring System. Public Health Rep 2021; 136:719-725. [PMID: 33563096 DOI: 10.1177/0033354920984146] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE In the United States, guidelines indicate all pregnant women should be screened for and counseled on alcohol use to prevent adverse perinatal outcomes due to alcohol consumption. The objective of this study was to describe sociodemographic factors associated with receipt of prenatal alcohol counseling and perinatal alcohol use among US women. METHODS State health departments collected data for the Pregnancy Risk Assessment Monitoring System Phase 7 during 2012-2015, and we restricted the sample to a complete case analysis (N = 135 111). The 3 dichotomous outcomes were preconception alcohol use (3 months before pregnancy), prenatal alcohol use (during last 3 months of pregnancy), and prenatal alcohol counseling. Predictor variables were age, race, Hispanic ethnicity, education, marital status, health insurance status, and previous live births. We estimated survey-weighted logistic regression models for each outcome. RESULTS Half (56.0%) of pregnant women reported preconception alcohol use, 70.5% received prenatal alcohol counseling, and 7.7% reported prenatal alcohol use during the last 3 months of pregnancy. Black women were significantly less likely than White women (odds ratio [OR] = 0.49; 95% CI, 0.46-0.52) and Hispanic women were significantly less likely than non-Hispanic women (OR = 0.62; 95% CI, 0.58-0.66) to report preconception alcohol use. We found similar patterns for prenatal alcohol use among Black women. Black women were significantly more likely than White women (OR = 1.66; 95% CI, 1.55-1.77) and Hispanic women were significantly more likely than non-Hispanic women (OR = 1.51; 95% CI, 1.40-1.61) to receive prenatal alcohol counseling. We found similar patterns for age, education, and health insurance status. CONCLUSION Disparities in alcohol counseling occurred despite the national recommendation for universal screening and counseling prenatally. Continued integration of universal screening for alcohol use during pregnancy is needed.
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Affiliation(s)
- Erika L Thompson
- 12376 Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Tracey E Barnett
- Department of Biostatistics and Epidemiology, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Dana M Litt
- 12376 Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Erica C Spears
- 12376 Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Melissa A Lewis
- 12376 Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
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9
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Smoke and Alcohol Free with EHealth and Rewards (SAFER) pregnancy study: a before-after study protocol. NPJ Prim Care Respir Med 2020; 30:51. [PMID: 33208752 PMCID: PMC7674488 DOI: 10.1038/s41533-020-00209-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 09/23/2020] [Indexed: 11/24/2022] Open
Abstract
Despite existing interventions, tobacco smoking and alcohol consumption during pregnancy are common. The Smoke and Alcohol Free with EHealth and Rewards (SAFER) pregnancy intervention combines monthly group sessions, access to a web-based platform and incentives upon biochemically validated cessation for a maximum duration of 6 months to promote cessation of smoking and alcohol use before and during pregnancy. To inform development of the SAFER pregnancy intervention, two focus groups with the target population were held beforehand, with results reported here alongside the final SAFER pregnancy study protocol. In a before−after study we aim to include 66 women who are pregnant or have a wish to become pregnant and who smoke and/or consume alcohol (i.e. target population of the SAFER pregnancy intervention). The primary outcome measure is cessation of smoking and/or alcohol use at 34−38 weeks of gestation, or after six group sessions if women did not become pregnant during the study period. Secondary outcomes focus on the barriers and facilitators for implementation of the SAFER pregnancy intervention.
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10
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Brøgger-Mikkelsen M, Ali Z, Zibert JR, Andersen AD, Thomsen SF. Online Patient Recruitment in Clinical Trials: Systematic Review and Meta-Analysis. J Med Internet Res 2020; 22:e22179. [PMID: 33146627 PMCID: PMC7673977 DOI: 10.2196/22179] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 08/19/2020] [Accepted: 09/15/2020] [Indexed: 12/21/2022] Open
Abstract
Background Recruitment for clinical trials continues to be a challenge, as patient recruitment is the single biggest cause of trial delays. Around 80% of trials fail to meet the initial enrollment target and timeline, and these delays can result in lost revenue of as much as US $8 million per day for drug developing companies. Objective This study aimed to conduct a systematic review and meta-analysis examining the effectiveness of online recruitment of participants for clinical trials compared with traditional in-clinic/offline recruitment methods. Methods Data on recruitment rates (the average number of patients enrolled in the study per month and per day of active recruitment) and conversion rates (the percentage of participants screened who proceed to enroll into the clinical trial), as well as study characteristics and patient demographics were collected from the included studies. Differences in online and offline recruitment rates and conversion rates were examined using random effects models. Further, a nonparametric paired Wilcoxon test was used for additional analysis on the cost-effectiveness of online patient recruitment. All data analyses were conducted in R language, and P<.05 was considered significant. Results In total, 3861 articles were screened for inclusion. Of these, 61 studies were included in the review, and 23 of these were further included in the meta-analysis. We found online recruitment to be significantly more effective with respect to the recruitment rate for active days of recruitment, where 100% (7/7) of the studies included had a better online recruitment rate compared with offline recruitment (incidence rate ratio [IRR] 4.17, P=.04). When examining the entire recruitment period in months we found that 52% (12/23) of the studies had a better online recruitment rate compared with the offline recruitment rate (IRR 1.11, P=.71). For cost-effectiveness, we found that online recruitment had a significantly lower cost per enrollee compared with offline recruitment (US $72 vs US $199, P=.04). Finally, we found that 69% (9/13) of studies had significantly better offline conversion rates compared with online conversion rates (risk ratio 0.8, P=.02). Conclusions Targeting potential participants using online remedies is an effective approach for patient recruitment for clinical research. Online recruitment was both superior in regard to time efficiency and cost-effectiveness compared with offline recruitment. In contrast, offline recruitment outperformed online recruitment with respect to conversion rate.
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Affiliation(s)
- Mette Brøgger-Mikkelsen
- Department of Dermatology, Bispebjerg Hospital, Copenhagen, Denmark.,Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark.,Studies&Me A/S, LEO Innovation Lab, Copenhagen, Denmark
| | - Zarqa Ali
- Department of Dermatology, Bispebjerg Hospital, Copenhagen, Denmark.,Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - John R Zibert
- Studies&Me A/S, LEO Innovation Lab, Copenhagen, Denmark
| | | | - Simon Francis Thomsen
- Department of Dermatology, Bispebjerg Hospital, Copenhagen, Denmark.,Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
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11
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Hanson JD, Weber TL, Shrestha U, Bares VJ, Seiber M, Ingersoll K. Acceptability of an eHealth Intervention to Prevent Alcohol-Exposed Pregnancy Among American Indian/Alaska Native Teens. Alcohol Clin Exp Res 2020; 44:196-202. [PMID: 31693195 PMCID: PMC6980937 DOI: 10.1111/acer.14229] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 10/26/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND A tribally led Changing High-Risk Alcohol Use and Increasing Contraception Effectiveness Study (CHOICES) Program has successfully decreased the risk of alcohol-exposed pregnancies (AEPs) among adult American Indian/Alaska Native (AI/AN) women by either reducing risky drinking or increasing contraception use. However, a community needs assessment revealed a need to implement a similar intervention with AI/AN teens. The goal of the project was to develop and establish the acceptability of CHOICES for AI/AN teens. METHODS Key informant interviews were conducted to review the existing OST CHOICES intervention. After modifications to the existing program, focus groups with AI/AN teens were conducted to ensure validity and to finalize the OST CHAT (CHOICES for American Indian Teens) intervention. RESULTS Key informant (N = 15) participants suggested that a Web-based intervention may increase teen engagement by making the intervention more interactive and visually stimulating. Based on this formative research, CHAT was developed via Research Electronic Data Capture (REDCap). Feedback on the online CHAT curriculum was given by focus groups comprised of AI/AN adolescents, and participants felt that this type of intervention would be both acceptable and able to implement with a community of reservation-based teens. CONCLUSIONS This study outlines the development of a Web-based intervention for an AEP intervention for AI/AN teens and will inform future prevention efforts. Implications include an expansion of the evidence-based CHOICES intervention for AI/AN teens and also development of a Web-based intervention for rural, reservation-based AI/AN communities.
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Affiliation(s)
| | | | | | | | | | - Karen Ingersoll
- University of Virginia School of Medicine, Charlottesville, VA USA
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12
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Hai AH, Hammock K, Velasquez MM. The Efficacy of Technology-Based Interventions for Alcohol and Illicit Drug Use Among Women of Childbearing Age: A Systematic Review and Meta-Analysis. Alcohol Clin Exp Res 2019; 43:2464-2479. [PMID: 31557336 DOI: 10.1111/acer.14203] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 09/08/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Alcohol and illicit drug use is prevalent among women of childbearing age and may lead to higher risk for substance-exposed pregnancy and related health consequences for both women and their offspring. Technology-based interventions (TBIs) are increasingly used to prevent or reduce substance use among women of childbearing age. The efficacy of these approaches, however, is unclear. This review critically reviewed existing research evidence from randomized controlled trials (RCTs) on the efficacy of TBIs in preventing and reducing alcohol and illicit drug use among childbearing-aged women. METHODS Seven electronic databases were searched to identify eligible studies. Two reviewers independently screened studies, extracted data, and assessed risks of bias. Robust variance estimation in meta-regression was used to estimate effect sizes and conduct moderator analyses. RESULTS Fifteen RCTs including 3,488 participants were included in the systematic review. Meta-analysis results based on 13 RCTs suggest that TBIs were efficacious relative to control conditions in preventing and reducing substance use among women of childbearing age (d = 0.19, 95% CI = 0.02, 0.35). Preliminary moderator analysis results suggest that the efficacy of TBIs might not vary by participant age, race/ethnicity, the type of technology used, or whether a virtual health assistant was used. TBIs' efficacy in terms of specific substance use types (alcohol use and illicit drug use) or control types (inactive control and active controls) was inconclusive, due to the limited number of studies in each category. CONCLUSIONS This systematic review and meta-analysis found evidence of TBIs' efficacy in reducing alcohol and illicit drug use among women of childbearing age. Implications for future research and practice are discussed.
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13
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Electronic interventions for changing knowledge, attitudes or practices regarding contraception: a systematic review. Contraception 2019; 100:10-25. [PMID: 30998928 DOI: 10.1016/j.contraception.2019.04.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 03/22/2019] [Accepted: 04/05/2019] [Indexed: 11/20/2022]
Abstract
OBJECTIVES We conducted a systematic review of the effectiveness of electronic health education tools designed to improve knowledge, attitudes or practices related to contraception. METHODS Eligible studies consisted of English-language reports published after 1990 that quantified the effects of an electronic intervention on any of the following outcomes: contraceptive knowledge, attitude toward contraceptives, contraceptive method choice, contraceptive use or pregnancy. We conducted a systematic search of multiple electronic databases including MEDLINE, Global Health, Academic Search Complete, Cochrane Library and Grey Literature Report. We followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines for reporting. RESULTS Of 143 full-text reports assessed for eligibility, 13 studies described in 16 reports were eligible for inclusion. Of six studies that evaluated video interventions, all were randomized controlled trials, and four reported any statistically significant difference between intervention groups on knowledge, method choice or pregnancy. Of seven studies of interactive computer applications, five were randomized controlled trials, and two were nonrandomized comparison studies. Four of these seven studies found statistically significant difference between study arms in contraceptive knowledge, attitudes or contraceptive use. While most differences favored the intervention, effects were generally limited with respect to clinical relevance and the number of outcomes impacted. CONCLUSIONS Published assessments of electronic interventions for improving contraception-related outcomes are limited. Formal evaluations of interventions and publication of results are needed to determine the efficacy of electronic tools for contraceptive education and guide development of new interventions.
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14
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MacDonnell K, Cowen E, Cunningham DJ, Ritterband L, Ingersoll K. Online recruitment of a non-help-seeking sample for an internet intervention: Lessons learned in an alcohol-exposed pregnancy risk reduction study. Internet Interv 2019; 17:100240. [PMID: 30963031 PMCID: PMC6434331 DOI: 10.1016/j.invent.2019.100240] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Revised: 02/15/2019] [Accepted: 02/17/2019] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Recruiting a hidden population, such as the population of women at risk for alcohol-exposed pregnancy (AEP) who binge drink and are at risk of an unintended pregnancy, is challenging as this population is not typically seeking help or part of an identifiable group. We sought to identify affordable and efficient methods of recruitment for hidden populations. METHODS Several popular online social media and advertising sites were identified. Cities with high rates of binge drinking among women were targeted. We placed advertisements and study notices using Facebook, Twitter, Craigslist, University postings, and ClinicalTrials.gov. RESULTS For this study, 75 women at risk for AEP were recruited from across the U.S. within 7 months. Online advertising for study participants on Craigslist resulted in enrollment of the majority 51 (68%) of the study participants. While Craigslist advertising could be tailored to specific locations with high rates of binge drinking among women, there were challenges to using Craigslist. These included automated deletion due to repeated postings and mention of sexual behavior or drinking, requiring increased efforts and resources by the study team. Several strategies were developed to optimize advertising on Craigslist. Approximately 100 h of staff time valued at $2500 was needed over the 7-month recruitment period. DISCUSSION Despite challenges, the target sample of women at risk for AEP was recruited in the 7 month recruitment period using online advertising methods. We recommend that researchers consider online classified advertisements when recruiting from non-help seeking populations. By taking advantage of national data to target specific risk factors, and by tailoring advertising efforts, it is possible to efficiently and affordably recruit a non-treatment seeking sample.
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Deutsch AR. The Importance of Intimate Partner Violence in Within-Relationship and Between-Person Risk for Alcohol-Exposed Pregnancy. Alcohol Clin Exp Res 2019; 43:679-689. [PMID: 30698820 DOI: 10.1111/acer.13968] [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] [Received: 10/01/2018] [Accepted: 01/21/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND Preconceptual prevention programs geared toward reducing alcohol-exposed pregnancy (AEP) typically emphasize behavioral change of alcohol use and birth control exclusively, but rarely consider other important AEP predictors that may affect behavioral change. Intimate partner violence (IPV) substantially relates to AEP and to AEP predictors; however, few studies have tested if IPV is a unique indicator of prospective AEP risk, as both a main effect and a contextual influence on alcohol use or birth control. METHODS Using Waves II and III of the National Longitudinal Study of Adolescent to Adult Health, multilevel logistic regression models were estimated, in which IPV and birth control (both within-person and between-person) and adolescent alcohol use (between-person only) were examined as unique predictors of AEP compared to both nonpregnancy and non-AEP (nAEP) outcomes over up to 5 sexual relationships. Interactions between within-person and between-person IPV, and birth control or alcohol use were also tested. RESULTS Within-person and between-person IPV significantly related to higher odds of AEP compared to nonpregnancy and nAEP. Adolescent alcohol use had similarly increased odds for AEP when compared to nonpregnancy or nAEP outcomes. Only between-person birth control use related to higher odds for AEP compared to nonpregnancy and nAEP. Between-person IPV also moderated adolescent alcohol use on odds of AEP, such that infrequent adolescent drinkers had higher odds of AEP compared to nonpregnancy or nAEP if they experienced IPV over their relationships. CONCLUSIONS IPV is a substantial predictor for AEP as both a direct influence within relationships (within-person) and between individuals (between-person). Intervention and prevention programs focused on reducing AEP may benefit from including IPV-specific curricula.
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Affiliation(s)
- Arielle R Deutsch
- Population Health, Sanford Research, Sioux Falls, South Dakota.,Pediatrics, School of Medicine, University of South Dakota, Vermillion, South Dakota
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