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Schneider S, Toledo MJ, Junghaenel DU, Smyth JM, Lee PJ, Goldstein S, Pomeroy O, Stone AA. Do delayed responses introduce bias in ecological momentary assessment? Evidence from comparisons between self-reported and objective physical activity. Front Psychol 2025; 15:1503411. [PMID: 39830851 PMCID: PMC11739121 DOI: 10.3389/fpsyg.2024.1503411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Accepted: 12/06/2024] [Indexed: 01/22/2025] Open
Abstract
Introduction Delayed responses are a common yet often overlooked aspect of participant compliance in ecological momentary assessment (EMA) research. This study investigated whether response delays introduce selection bias in the moments captured by EMA. Methods Participants (n = 339) self-reported their physical activity behaviors using EMA five times a day over 7 days while wearing a continuous physical activity monitor. The continuous activity monitor data provided an objective reference value to evaluate potential biases in delayed EMA self-reports. Results Results showed that participants were significantly more likely to delay EMA responses when they were prompted during higher levels of physical activity, and they subsequently reduced their activity levels, postponing their response until they were in a significantly less active state. There was no significant evidence that response delays systematically biased the levels of EMA reported activities, although delayed responses were associated with significantly more random errors in EMA reports (with small effect sizes). Discussion The results suggest that respondents self-select the moments for answering EMA surveys based on their current activity levels, but brief response delays do not translate into marked reductions in the quality of EMA data.
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Affiliation(s)
- Stefan Schneider
- Dornsife Center for Self-Report Science and Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
- Department of Psychology, University of Southern California, Los Angeles, CA, United States
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States
| | - Meynard J. Toledo
- Dornsife Center for Self-Report Science and Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Doerte U. Junghaenel
- Dornsife Center for Self-Report Science and Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
- Department of Psychology, University of Southern California, Los Angeles, CA, United States
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States
| | - Joshua M. Smyth
- Department of Psychology, The Ohio State University, Columbus, OH, United States
| | - Pey-Jiuan Lee
- Dornsife Center for Self-Report Science and Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Sarah Goldstein
- Dornsife Center for Self-Report Science and Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Olivia Pomeroy
- Dornsife Center for Self-Report Science and Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Arthur A. Stone
- Dornsife Center for Self-Report Science and Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
- Department of Psychology, University of Southern California, Los Angeles, CA, United States
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Tesfaye L, Wakeman M, Baskin G, Gruse G, Gregory T, Leahy E, Kendrick B, El-Toukhy S. A feature-based qualitative assessment of smoking cessation mobile applications. PLOS DIGITAL HEALTH 2024; 3:e0000658. [PMID: 39571041 PMCID: PMC11581403 DOI: 10.1371/journal.pdig.0000658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 10/02/2024] [Indexed: 11/25/2024]
Abstract
Understanding users' acceptance of smoking cessation interventions features is a precursor to mobile cessation apps' uptake and use. We gauged perceptions of three features of smoking cessation mobile interventions (self-monitoring, tailored feedback and support, educational content) and their design in two smoking cessation apps, Quit Journey and QuitGuide, among young adults with low socioeconomic status (SES) who smoke. A convenience sample of 38 current cigarette smokers 18-29-years-old who wanted to quit and were non-college-educated nor currently enrolled in a four-year college participated in 12 semi-structured virtual focus group discussions on GoTo Meeting. Discussions were audio recorded, transcribed verbatim, and coded using the second Unified Theory of Acceptance and Use of Technology (UTAUT2) constructs (i.e., performance and effort expectancies, hedonic motivation, facilitating conditions, social influence), sentiment (i.e., positive, neutral, negative), and app features following a deductive thematic analysis approach. Participants (52.63% female, 42.10% non-Hispanic White) expressed positive sentiment toward self-monitoring (73.02%), tailored feedback and support (70.53%) and educational content (64.58%). Across both apps, performance expectancy was the dominant theme discussed in relation to feature acceptance (47.43%). Features' perceived usefulness centered on the reliability of apps in tracking smoking triggers over time, accommodating within- and between-person differences, and availability of on-demand cessation-related information. Skepticism about features' usefulness included the possibility of unintended consequences of self-monitoring, burden associated with user-input and effectiveness of tailored support given the unpredictable timing of cravings, and repetitiveness of cessation information. All features were perceived as easy to use. Other technology acceptance themes (e.g., social influence) were minimally discussed. Acceptance of features common to smoking cessation mobile applications among low socioeconomic young adult smokers was owed primarily to their perceived usefulness and ease of use. To increase user acceptance, developers should maximize integration within app features and across other apps and mobile devices.
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Affiliation(s)
- Lydia Tesfaye
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, Maryland, United States of America
| | - Michael Wakeman
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, Maryland, United States of America
| | | | - Greg Gruse
- ICF, Reston, Virginia, United States of America
| | - Tim Gregory
- ICF, Reston, Virginia, United States of America
| | - Erin Leahy
- ICF, Reston, Virginia, United States of America
| | | | - Sherine El-Toukhy
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, Maryland, United States of America
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3
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Vilardaga R, Thrul J, DeVito A, Kendzor DE, Sabo P, Khafif TC. Review of strategies to investigate low sample return rates in remote tobacco trials: A call to action for more user-centered design research. ADDICTION NEUROSCIENCE 2023; 7:100090. [PMID: 37424632 PMCID: PMC10327900 DOI: 10.1016/j.addicn.2023.100090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Remote collection of biomarkers of tobacco use in clinical trials poses significant challenges. A recent meta-analysis and scoping review of the smoking cessation literature indicated that sample return rates are low and that new methods are needed to investigate the underlying causes of these low rates. In this paper we conducted a narrative review and heuristic analysis of the different human factors approaches reported to evaluate and/or improve sample return rates among 31 smoking cessation studies recently identified in the literature. We created a heuristic metric (with scores from 0 to 4) to evaluate the level of elaboration or complexity of the user-centered design strategy reported by researchers. Our review of the literature identified five types of challenges typically encountered by researchers (in that order): usability and procedural, technical (device related), sample contamination (e.g., polytobacco), psychosocial factors (e.g., digital divide), and motivational factors. Our review of strategies indicated that 35% of the studies employed user-centered design methods with the remaining studies relying on informal methods. Among the studies that employed user-centered design methods, only 6% reached a level of 3 in our user-centered design heuristic metric. None of the studies reached the highest level of complexity (i.e., 4). This review examined these findings in the context of the larger literature, discussed the need to address the role of health equity factors more directly, and concluded with a call to action to increase the application and reporting of user-centered design strategies in biomarkers research.
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Affiliation(s)
- Roger Vilardaga
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Department of Human Centered Design and Engineering, University of Washington, Seattle, Washington, USA
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Anthony DeVito
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Darla E. Kendzor
- The TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Patricia Sabo
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Tatiana Cohab Khafif
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Bipolar Disorder Program (PROMAN), Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
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4
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Liang M, Koslovsky MD, Hébert ET, Kendzor DE, Businelle MS, Vannucci M. Bayesian continuous-time hidden Markov models with covariate selection for intensive longitudinal data with measurement error. Psychol Methods 2023; 28:880-894. [PMID: 34928674 PMCID: PMC9207158 DOI: 10.1037/met0000433] [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] [Indexed: 11/08/2022]
Abstract
Intensive longitudinal data collected with ecological momentary assessment methods capture information on participants' behaviors, feelings, and environment in near real-time. While these methods can reduce recall biases typically present in survey data, they may still suffer from other biases commonly found in self-reported data (e.g., measurement error and social desirability bias). To accommodate potential biases, we develop a Bayesian hidden Markov model to simultaneously identify risk factors for subjects transitioning between discrete latent states as well as risk factors potentially associated with them misreporting their true behaviors. We use simulated data to demonstrate how ignoring potential measurement error can negatively affect variable selection performance and estimation accuracy. We apply our proposed model to smartphone-based ecological momentary assessment data collected within a randomized controlled trial that evaluated the impact of incentivizing abstinence from cigarette smoking among socioeconomically disadvantaged adults. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
| | | | - Emily T. Hébert
- Department of Health Promotion and Behavioral Sciences, University of Texas Health Science Center at Austin (UTHealth) School of Public Health
| | - Darla E. Kendzor
- Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center
| | - Michael S. Businelle
- Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center
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McClure EA, Baker N, Walters KJ, Tomko RL, Carpenter MJ, Bradley E, Squeglia LM, Gray KM. Monitoring Cigarette Smoking and Relapse in Young Adults With and Without Remote Biochemical Verification: Randomized Brief Cessation Study. JMIR Form Res 2023; 7:e47662. [PMID: 37498643 PMCID: PMC10415950 DOI: 10.2196/47662] [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: 03/28/2023] [Revised: 05/25/2023] [Accepted: 05/26/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Technological advancements to study young adult smoking, relapse, and to deliver interventions remotely offer conceptual appeal, but the incorporation of technological enhancement must demonstrate benefit over traditional methods without adversely affecting outcomes. Further, integrating remote biochemical verification of smoking and abstinence may yield value in the confirmation of self-reported smoking, in addition to ecologically valid, real-time assessments. OBJECTIVE The goal of this study was to evaluate the impact of remote biochemical verification on 24-hour self-reported smoking and biochemical verification agreement, retention, compliance with remote sessions, and abstinence during a brief, 5-week cessation attempt and relapse monitoring phase. METHODS Participants (N=39; aged 18-25 years; mean age 21.6, SD 2.1 years; n=22, 56% male; n=29, 74% White) who smoked cigarettes daily engaged in a 5-week cessation and monitoring study (including a 48-hour quit attempt and provision of tobacco treatment in the form of nicotine replacement therapy, brief cessation counseling, and financial incentives for abstinence during the 2-day quit attempt only). Smoking (cigarettes per day) was self-reported through ecological momentary assessment (EMA) procedures, and participants were randomized to either (1) the inclusion of remote biochemical verification (EMA + remote carbon monoxide [rCO]) 2× per day or (2) in-person, weekly CO (wCO). Groups were compared on the following outcomes: (1) agreement in self-reported smoking and breath carbon monoxide (CO) at common study time points, (2) EMA session compliance, (3) retention in study procedures, and (4) abstinence from smoking during the 2-day quit attempt and at the end of the 5-week study. RESULTS No significant differences were demonstrated between the rCO group and the wCO (weekly in-person study visit) group on agreement between 24-hour self-reported smoking and breath CO (moderate to poor), compliance with remote sessions, or retention, though these outcomes numerically favored the wCO group. Abstinence was numerically higher in the wCO group after the 2-day quit attempt and significantly different at the end of treatment (day 35), favoring the wCO group. CONCLUSIONS Though study results should be interpreted with caution given the small sample size, findings suggest that the inclusion of rCO breath added to EMA compared to EMA with weekly, in-person CO collection in young adults did not yield benefit and may have even adversely affected outcomes. Our results suggest that technological advancements may improve data accuracy through objective measurement but may also introduce barriers and burdens and could result in higher rates of missing data. The inclusion of technology to inform smoking cessation research and intervention delivery among young adults should consider (1) the research question and necessity of biochemical verification and then (2) how to seamlessly incorporate monitoring into personalized and dynamic systems to avoid the added burden and detrimental effects to compliance and honesty in self-report.
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Affiliation(s)
- Erin A McClure
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
- Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, United States
| | - Nathaniel Baker
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Kyle J Walters
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Rachel L Tomko
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Matthew J Carpenter
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
- Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, United States
| | - Elizabeth Bradley
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Lindsay M Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Kevin M Gray
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
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Thrul J, Howe CL, Devkota J, Alexander A, Allen AM, Businelle MS, Hébert ET, Heffner JL, Kendzor DE, Ra CK, Gordon JS. A Scoping Review and Meta-analysis of the Use of Remote Biochemical Verification Methods of Smoking Status in Tobacco Research. Nicotine Tob Res 2023; 25:1413-1423. [PMID: 36449414 PMCID: PMC10347976 DOI: 10.1093/ntr/ntac271] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 09/30/2022] [Accepted: 11/28/2022] [Indexed: 07/20/2023]
Abstract
INTRODUCTION Increasing digital delivery of smoking cessation interventions has resulted in the need to employ novel strategies for remote biochemical verification. AIMS AND METHODS This scoping review and meta-analysis aimed to investigate best practices for remote biochemical verification of smoking status. The scientific literature was searched for studies that reported remotely obtained (not in-person) biochemical confirmation of smoking status (ie, combustible tobacco). A meta-analysis of proportions was conducted to investigate key outcomes, which included rates of returned biological samples and the ratio of biochemically verified to self-reported abstinence rates. RESULTS A total of 82 studies were included. The most common samples were expired air (46%) and saliva (40% of studies), the most common biomarkers were carbon monoxide (48%) and cotinine (44%), and the most common verification methods were video confirmation (37%) and mail-in samples for lab analysis (26%). Mean sample return rates determined by random-effects meta-analysis were 70% for smoking cessation intervention studies without contingency management (CM), 77% for CM studies, and 65% for other studies (eg, feasibility and secondary analyses). Among smoking cessation intervention studies without CM, self-reported abstinence rates were 21%, biochemically verified abstinence rates were 10%, and 47% of individuals who self-reported abstinence were also biochemically confirmed as abstinent. CONCLUSIONS This scoping review suggests that improvements in sample return rates in remote biochemical verification studies of smoking status are needed. Recommendations for reporting standards are provided that may enhance confidence in the validity of reported abstinence rates in remote studies. IMPLICATIONS This scoping review and meta-analysis included studies using remote biochemical verification to determine smoking status. Challenges exist regarding implementation and ensuring high sample return rates. Higher self-reported compared to biochemically verified abstinence rates suggest the possibility that participants in remote studies may be misreporting abstinence or not returning samples for other reasons (eg, participant burden, inconvenience). Remote biochemical confirmation of self-reported smoking abstinence should be included in smoking cessation studies whenever feasible. However, findings should be considered in the context of challenges to sample return rates. Better reporting guidelines for future studies in this area are needed.
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Affiliation(s)
- Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Carol L Howe
- University of Arizona Health Sciences Library, Tucson, AZ, USA
| | - Janardan Devkota
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Adam Alexander
- Department of Family and Preventive Medicine and TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Alicia M Allen
- Department of Family and Community Medicine, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Michael S Businelle
- Department of Family and Preventive Medicine and TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Emily T Hébert
- Department of Health Promotion and Behavioral Science, The University of Texas Health Science Center at Houston School of Public Health, Austin, TX, USA
| | - Jaimee L Heffner
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Darla E Kendzor
- Department of Family and Preventive Medicine and TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Chaelin K Ra
- Section of Behavioral Sciences, Rutgers Cancer Institute of New Jersey, NJ, USA
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Santiago-Torres M, Mull KE, Sullivan BM, Rigotti NA, Bricker JB. Acceptance and Commitment Therapy-Based Smartphone Applications for Cessation of Tobacco Use among Adults with High Nicotine Dependence: Results from the iCanQuit Randomized Trial. Subst Use Misuse 2023; 58:354-364. [PMID: 36683573 PMCID: PMC9901262 DOI: 10.1080/10826084.2022.2161317] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Background: With 1 in 2 adult tobacco users being highly dependent on nicotine, population-based interventions specifically designed for this group are urgently needed. This study used data from a randomized trial to evaluate whether (1) Acceptance and Commitment Therapy (ACT) delivered via a smartphone application (iCanQuit) would be more efficacious for cessation of nicotine-containing tobacco products than the US Clinical Practice Guidelines (USCPG)-based application (QuitGuide) among highly nicotine-dependent adults, (2) the effect of treatment on cessation was mediated by increases in acceptance of cravings to smoke, and (3) treatment utilization and satisfaction differed by arm. Methods: A total of 1452 highly nicotine-dependent adults received the iCanQuit or QuitGuide application for 12-months. Cessation outcomes were self-reported complete-case 30-day abstinence of nicotine-containing tobacco products (e.g., combustible cigarettes, e-cigarettes, chewing tobacco, snus, hookahs, cigars, cigarillos, tobacco pipes, and kreteks) at 3, 6, and 12-month post-randomization timepoints, missing-as-smoking, and multiple imputation analyses. Acceptance of cues to smoke and satisfaction with the applications was also reported. Results: Participants who received iCanQuit were significantly more likely to report 30-day abstinence of nicotine-containing tobacco products than those who received QuitGuide at 12-months (24% vs. 17%; OR = 1.47 95% CI: 1.11, 1.95). iCanQuit participants utilized their application more frequently and reported greater satisfaction than those who received QuitGuide. Increases in participants' acceptance of cues to smoke mediated the intervention effect on cessation of nicotine-containing tobacco products. Conclusions: Among nicotine-dependent adults, an application-delivered ACT-based intervention was more engaging and efficacious than a USCPG-based intervention for cessation of nicotine-containing tobacco products.
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Affiliation(s)
- Margarita Santiago-Torres
- Fred Hutchinson Cancer Research Center, Division of Public
Health Sciences, Seattle, Washington, USA
| | - Kristin E. Mull
- Fred Hutchinson Cancer Research Center, Division of Public
Health Sciences, Seattle, Washington, USA
| | - Brianna M. Sullivan
- Fred Hutchinson Cancer Research Center, Division of Public
Health Sciences, Seattle, Washington, USA
| | - Nancy A. Rigotti
- Tobacco Research and Treatment Center, Division of General
Internal Medicine, Department of Medicine, Massachusetts General Hospital, Harvard
Medical School, Boston, Massachusetts, USA
| | - Jonathan B. Bricker
- Fred Hutchinson Cancer Research Center, Division of Public
Health Sciences, Seattle, Washington, USA
- University of Washington, Department of Psychology,
Seattle, Washington, USA
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Vogel EA, Rebuli ME, Wong M, Leventhal A, Monterosso J, Tackett AP. Feasibility and acceptability of remote procedures to study tobacco product use and respiratory health: an observational study. BMJ Open 2022; 12:e065962. [PMID: 36456013 PMCID: PMC9716794 DOI: 10.1136/bmjopen-2022-065962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 11/15/2022] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVE Obtaining ecologically valid biological samples is critical for understanding respiratory effects of tobacco use, but can be burdensome. In two diverse samples, we examined feasibility and acceptability of studying pulmonary function and respiratory health entirely remotely. DESIGN Observational feasibility and acceptability study. SETTING AND PARTICIPANTS Adults age 18-25 (Biomedical Respiratory Effects Associated through Habitual Use of E-Cigarettes [BREATHE] Study) and 21-65 (Adult IQOS Respiratory [AIRS] Study) recruited from previous research studies and advertisements in Southern California, USA (BREATHE (AIRS): N=77 (N=31) completed baseline, n=64 (n=20) completed feasibility and acceptability measures). Shared inclusion criteria for the two studies were ownership of a smartphone, willingness to download applications and English fluency. In addition, BREATHE participants reported one of three tobacco use patterns. AIRS participants smoked daily and were willing to use a heated tobacco product. Exclusion criteria were medical contraindications. INTERVENTIONS A 4-week study consisted of five virtual study visits, twice daily ecological momentary assessment diaries and spirometry assessments, and weekly Nasal Epithelial Lining Fluid and saliva collection. All study visits were conducted via video conference; study materials and biospecimens were exchanged via mail. Participants reported feasibility and acceptability of daily diaries, breath tests, biospecimen collection and shipments. MEASURES Surveys assessed perceptions of timing and overall experience of daily diaries and breath tests, difficulty of and overall experience with biospecimen collection, and experience sending and receiving shipments. RESULTS Most participants evaluated daily diaries and breath tests as manageable (62.5%-95.0%) and likeable (54.7%-70.0%). Breath tests were frequently described as 'interesting' (55.0%-57.8%) and 'easy' (25.0%-48.4%). Most participants reported that biospecimen collection was easy (50.0%-85.0%), and that shipments were easy to send (87.5%-95.0%), receive (95.3%-95.0%) and schedule (56.3%-60.0%). No participants received shipments in poor condition. CONCLUSIONS Remote research procedures may be feasible and acceptable to facilitate tobacco research studies, potentially resulting in more diverse samples of participants and more generalisable research results.
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Affiliation(s)
- Erin A Vogel
- Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, California, USA
- Institute for Addiction Science, University of Southern California, Los Angeles, California, USA
| | - Meghan E Rebuli
- Department of Pediatrics, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Melissa Wong
- Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, California, USA
- Institute for Addiction Science, University of Southern California, Los Angeles, California, USA
| | - Adam Leventhal
- Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, California, USA
- Institute for Addiction Science, University of Southern California, Los Angeles, California, USA
| | - John Monterosso
- Institute for Addiction Science, University of Southern California, Los Angeles, California, USA
- Department of Psychology, University of Southern California, Los Angeles, California, USA
| | - Alayna P Tackett
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
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Stinson L, Liu Y, Dallery J. Ecological Momentary Assessment: A Systematic Review of Validity Research. Perspect Behav Sci 2022; 45:469-493. [PMID: 35719870 PMCID: PMC9163273 DOI: 10.1007/s40614-022-00339-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/25/2022] [Indexed: 01/23/2023] Open
Abstract
Ecological momentary assessment (EMA) is a self-report method that involves intensive longitudinal assessment of behavior and environmental conditions during everyday activities. EMA has been used extensively in health and clinical psychology to investigate a variety of health behaviors, including substance use, eating, medication adherence, sleep, and physical activity. However, it has not been widely implemented in behavior analytic research. This is likely an example of the empirically based skepticism with which behavioral scientists view self-report measures. We reviewed studies comparing electronic, mobile EMA (mEMA) to more objective measures of health behavior to explore the validity of mEMA as a measurement tool, and to identify procedures and factors that may promote the accuracy of mEMA. We identified 32 studies that compared mEMA to more objective measures of health behavior or environmental events (e.g., biochemical measures or automated devices such as accelerometers). Results showed that the correspondence rates varied considerably across individuals, behavior, and studies (agreement rates ranged from 1.8%-100%), and no unifying variables could be identified across the studies that found high correspondence. The findings suggest that mEMA can be an accurate measurement tool, but further research should be conducted to identify procedures and variables that promote accurate responding.
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Affiliation(s)
- Lesleigh Stinson
- Department of Psychology, University of Florida, 945 Center Drive, Gainesville, FL 32601 USA
| | - Yunchao Liu
- Department of Psychology, University of Florida, 945 Center Drive, Gainesville, FL 32601 USA
| | - Jesse Dallery
- Department of Psychology, University of Florida, 945 Center Drive, Gainesville, FL 32601 USA
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10
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Thornton L, Osman B, Champion K, Green O, Wescott AB, Gardner LA, Stewart C, Visontay R, Whife J, Parmenter B, Birrell L, Bryant Z, Chapman C, Lubans D, Slade T, Torous J, Teesson M, Van de Ven P. Measurement Properties of Smartphone Approaches to Assess Diet, Alcohol Use, and Tobacco Use: Systematic Review. JMIR Mhealth Uhealth 2022; 10:e27337. [PMID: 35175212 PMCID: PMC8895282 DOI: 10.2196/27337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 06/23/2021] [Accepted: 09/16/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Poor diet, alcohol use, and tobacco smoking have been identified as strong determinants of chronic diseases, such as cardiovascular disease, diabetes, and cancer. Smartphones have the potential to provide a real-time, pervasive, unobtrusive, and cost-effective way to measure these health behaviors and deliver instant feedback to users. Despite this, the validity of using smartphones to measure these behaviors is largely unknown. OBJECTIVE The aim of our review is to identify existing smartphone-based approaches to measure these health behaviors and critically appraise the quality of their measurement properties. METHODS We conducted a systematic search of the Ovid MEDLINE, Embase (Elsevier), Cochrane Library (Wiley), PsycINFO (EBSCOhost), CINAHL (EBSCOHost), Web of Science (Clarivate), SPORTDiscus (EBSCOhost), and IEEE Xplore Digital Library databases in March 2020. Articles that were written in English; reported measuring diet, alcohol use, or tobacco use via a smartphone; and reported on at least one measurement property (eg, validity, reliability, and responsiveness) were eligible. The methodological quality of the included studies was assessed using the Consensus-Based Standards for the Selection of Health Measurement Instruments Risk of Bias checklist. Outcomes were summarized in a narrative synthesis. This systematic review was registered with PROSPERO, identifier CRD42019122242. RESULTS Of 12,261 records, 72 studies describing the measurement properties of smartphone-based approaches to measure diet (48/72, 67%), alcohol use (16/72, 22%), and tobacco use (8/72, 11%) were identified and included in this review. Across the health behaviors, 18 different measurement techniques were used in smartphones. The measurement properties most commonly examined were construct validity, measurement error, and criterion validity. The results varied by behavior and measurement approach, and the methodological quality of the studies varied widely. Most studies investigating the measurement of diet and alcohol received very good or adequate methodological quality ratings, that is, 73% (35/48) and 69% (11/16), respectively, whereas only 13% (1/8) investigating the measurement of tobacco use received a very good or adequate rating. CONCLUSIONS This review is the first to provide evidence regarding the different types of smartphone-based approaches currently used to measure key behavioral risk factors for chronic diseases (diet, alcohol use, and tobacco use) and the quality of their measurement properties. A total of 19 measurement techniques were identified, most of which assessed dietary behaviors (48/72, 67%). Some evidence exists to support the reliability and validity of using smartphones to assess these behaviors; however, the results varied by behavior and measurement approach. The methodological quality of the included studies also varied. Overall, more high-quality studies validating smartphone-based approaches against criterion measures are needed. Further research investigating the use of smartphones to assess alcohol and tobacco use and objective measurement approaches is also needed. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-https://doi.org/10.1186/s13643-020-01375-w.
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Affiliation(s)
- Louise Thornton
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
- School of Medicine and Public Health, The University of Newcastle, Newcastle, Australia
- School of Public Health and Community Medicine, University of New South Wales, Kensington, Australia
| | - Bridie Osman
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Katrina Champion
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Olivia Green
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Annie B Wescott
- Galter Health Sciences Library & Learning Center, Northwestern University, Feinberg School of Medicine, Chicago, IL, United States
| | - Lauren A Gardner
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Courtney Stewart
- National Drug Research Institute, Curtin University, Perth, Australia
| | - Rachel Visontay
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Jesse Whife
- National Drug Research Institute, Curtin University, Perth, Australia
| | - Belinda Parmenter
- School of Health Sciences, The University of New South Wales, Sydney, Australia
| | - Louise Birrell
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Zachary Bryant
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Cath Chapman
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - David Lubans
- Priority Research Centre for Physical Activity and Nutrition, The University of Newcastle, Newcastle, Australia
| | - Tim Slade
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - John Torous
- Beth Israel Deaconness Medical Centre, Harvard Medical School, Boston, MA, United States
| | - Maree Teesson
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Pepijn Van de Ven
- Health Research Institute, University of Limerick, Limerick, Ireland
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11
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Barroso-Hurtado M, Suárez-Castro D, Martínez-Vispo C, Becoña E, López-Durán A. Smoking Cessation Apps: A Systematic Review of Format, Outcomes, and Features. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:11664. [PMID: 34770178 PMCID: PMC8583115 DOI: 10.3390/ijerph182111664] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 11/02/2021] [Accepted: 11/04/2021] [Indexed: 11/16/2022]
Abstract
Smoking cessation interventions are effective, but they are not easily accessible for all treatment-seeking smokers. Mobile health (mHealth) apps have been used in recent years to overcome some of these limitations. Smoking cessation apps can be used in combination with a face-to-face intervention (FFSC-Apps), or alone as general apps (GSC-Apps). The aims of this review were (1) to examine the effects of FFSC-Apps and GSC-Apps on abstinence, tobacco use, and relapse rates; and (2) to describe their features. A systematic review was conducted following the internationally Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. Of the total 6016 studies screened, 24 were included, of which nine used GSC-Apps and 15 FFSC-Apps. Eight studies reported significant differences between conditions in smoking cessation outcomes, with three of them being in favor of the use of apps, and two between different point-assessments. Concerning Apps features, most GSC-Apps included self-tracking and setting a quit plan, whereas most of the FFSC-Apps included self-tracking and carbon monoxide (CO) measures. Smartphone apps for smoking cessation could be promising tools. However, more research with an adequate methodological quality is needed to determine its effect. Nevertheless, smartphone apps' high availability and attractiveness represent a great opportunity to reach large populations.
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Affiliation(s)
- María Barroso-Hurtado
- Smoking and Addictive Disorders Unit, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (D.S.-C.); (C.M.-V.); (E.B.); (A.L.-D.)
- Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Daniel Suárez-Castro
- Smoking and Addictive Disorders Unit, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (D.S.-C.); (C.M.-V.); (E.B.); (A.L.-D.)
- Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Carmela Martínez-Vispo
- Smoking and Addictive Disorders Unit, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (D.S.-C.); (C.M.-V.); (E.B.); (A.L.-D.)
| | - Elisardo Becoña
- Smoking and Addictive Disorders Unit, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (D.S.-C.); (C.M.-V.); (E.B.); (A.L.-D.)
- Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Ana López-Durán
- Smoking and Addictive Disorders Unit, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (D.S.-C.); (C.M.-V.); (E.B.); (A.L.-D.)
- Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
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12
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Shoesmith E, Huddlestone L, Lorencatto F, Shahab L, Gilbody S, Ratschen E. Supporting smoking cessation and preventing relapse following a stay in a smoke-free setting: a meta-analysis and investigation of effective behaviour change techniques. Addiction 2021; 116:2978-2994. [PMID: 33620737 DOI: 10.1111/add.15452] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 12/16/2020] [Accepted: 02/10/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS Admission to a smoke-free setting presents a unique opportunity to encourage smokers to quit. However, risk of relapse post-discharge is high, and little is known about effective strategies to support smoking cessation following discharge. We aimed to identify interventions that maintain abstinence following a smoke-free stay and determine their effectiveness, as well as the probable effectiveness of behaviour change techniques (BCTs) used in these interventions. METHODS Systematic review and meta-analyses of studies of adult smokers aged ≥ 18 years who were temporarily or fully abstinent from smoking to comply with institutional smoke-free policies. Institutions included prison, inpatient mental health, substance misuse or acute hospital settings. A Mantel-Haenszel random-effects meta-analysis of randomized controlled trials (RCTs) was conducted using biochemically verified abstinence (7-day point prevalence or continuous abstinence). BCTs were defined as 'promising' in terms of probable effectiveness (if BCT was present in two or more long-term effective interventions) and feasibility (if BCT was also delivered in ≥ 25% of all interventions). RESULTS Thirty-seven studies (intervention n = 9041, control n = 6195) were included: 23 RCTs (intervention n = 6593, control n = 5801); three non-randomized trials (intervention n = 845, control n = 394) and 11 cohort studies (n = 1603). Meta-analysis of biochemically verified abstinence at longest follow-up (4 weeks-18 months) found an overall effect in favour of intervention [risk ratio (RR) = 1.27, 95% confidence interval (CI) = 1.08-1.49, I2 = 42%]. Nine BCTs (including 'pharmacological support', 'goal-setting (behaviour)' and 'social support') were characterized as 'promising' in terms of probable effectiveness and feasibility. CONCLUSIONS A systematic review and meta-analyses indicate that behavioural and pharmacological support is effective in maintaining smoking abstinence following a stay in a smoke-free institution. Several behaviour change techniques may help to maintain smoking abstinence up to 18 months post-discharge.
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Affiliation(s)
- Emily Shoesmith
- Department of Health Sciences, University of York, Heslington, York, YO10 5DD, UK
| | - Lisa Huddlestone
- Department of Health Sciences, University of York, Heslington, York, YO10 5DD, UK
| | | | - Lion Shahab
- Department of Behavioural Science and Health, University College London, London, UK
| | - Simon Gilbody
- Department of Health Sciences, University of York, Heslington, York, YO10 5DD, UK
| | - Elena Ratschen
- Department of Health Sciences, University of York, Heslington, York, YO10 5DD, UK
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13
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Strickland JC, Marks KR, Stoops WW. Researcher perspectives on including people who use drugs in clinical research. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2021; 47:182-190. [PMID: 32811192 DOI: 10.1080/00952990.2020.1790581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Background: People who use drugs are commonly excluded from clinical research despite being disproportionately impacted by numerous health conditions. Recent work indicates that community-recruited individuals report low support of research inclusion for persons reporting substance use.Objective: This study conducted a mixed-method assessment of researchers' attitudes on including persons reporting substance use in clinical research.Methods: Respondents (N = 168; 58% female; 58% psychologists) recruited via scientific society listservs and Twitter completed a survey containing two hypothetical research vignettes. Quantitative items evaluated respondents' endorsement of research participation by healthy adults, people who use drugs, and vulnerable populations. Qualitative items included open-ended questions asking reasons why people who use drugs should and should not participate in research.Results: Respondents reported significantly lower support for research participation by people who use drugs compared to healthy adults (p <.001). Open-ended responses concerning the inclusion of people who use drugs included themes relevant to the Belmont Principles (e.g., capacity to consent) and data quality (e.g., "bad data," poor compliance).Conclusion: Although lower support for research participation by people who use drugs was observed compared to healthy adults, the magnitude of this difference was smaller than reported for prior community-recruited respondents. These findings emphasize salient factors that may serve as both protections for and barriers to inclusion of people who use drugs in research. Initiatives including adoption of person-first language, addressing stereotyping of people who use drugs, and emphasizing the benefits of including these populations in clinical research should be explored to reduce bias while retaining needed protections.
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Affiliation(s)
- Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Katherine R Marks
- Department of Behavioral Science, University of Kentucky College of Medicine, Lexington, KY, USA
| | - William W Stoops
- Department of Behavioral Science, University of Kentucky College of Medicine, Lexington, KY, USA.,Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY, USA.,Department of Psychology, University of Kentucky College of Arts and Sciences, Lexington, KY, USA.,Department of Psychiatry, University of Kentucky College of Medicine, Lexington, KY, USA
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14
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Dahne J, Tomko RL, McClure EA, Obeid JS, Carpenter MJ. Remote Methods for Conducting Tobacco-Focused Clinical Trials. Nicotine Tob Res 2020; 22:2134-2140. [PMID: 32531046 PMCID: PMC7454765 DOI: 10.1093/ntr/ntaa105] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 06/08/2020] [Indexed: 01/07/2023]
Abstract
Most tobacco-focused clinical trials are based on locally conducted studies that face significant challenges to implementation and successful execution. These challenges include the need for large, diverse, yet still representative study samples. This often means a protracted, costly, and inefficient recruitment process. Multisite clinical trials can overcome some of these hurdles but incur their own unique challenges. With recent advances in mobile health and digital technologies, there is now a promising alternative: Remote Trials. These trials are led and coordinated by a local investigative team, but are based remotely, within a given community, state, or even nation. The remote approach affords many of the benefits of multisite trials (more efficient recruitment of larger study samples) without the same barriers (cost, multisite management, and regulatory hurdles). The Coronavirus Disease 2019 (COVID-19) global health pandemic has resulted in rapid requirements to shift ongoing clinical trials to remote delivery and assessment platforms, making methods for the conduct of remote trials even more timely. The purpose of the present review is to provide an overview of available methods for the conduct of remote tobacco-focused clinical trials as well as illustrative examples of how these methods have been implemented across recently completed and ongoing tobacco studies. We focus on key aspects of the clinical trial pipeline including remote: (1) study recruitment and screening, (2) informed consent, (3) assessment, (4) biomarker collection, and (5) medication adherence monitoring. Implications With recent advances in mobile health and digital technologies, remote trials now offer a promising alternative to traditional in-person clinical trials. Remote trials afford expedient recruitment of large, demographically representative study samples, without undo burden to a research team. The present review provides an overview of available methods for the conduct of remote tobacco-focused clinical trials across key aspects of the clinical trial pipeline.
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Affiliation(s)
- Jennifer Dahne
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC
- Hollings Cancer Center, Medical University of South Carolina, Charleston, SC
| | - Rachel L Tomko
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC
| | - Erin A McClure
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC
- Hollings Cancer Center, Medical University of South Carolina, Charleston, SC
| | - Jihad S Obeid
- Biomedical Informatics Center, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Matthew J Carpenter
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC
- Hollings Cancer Center, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
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15
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Herbec A, Parker E, Ubhi HK, Raupach T, West R. Decrease in Resting Heart Rate Measured Using Smartphone Apps to Verify Abstinence From Smoking: An Exploratory Study. Nicotine Tob Res 2020; 22:1424-1427. [PMID: 31971595 PMCID: PMC7364830 DOI: 10.1093/ntr/ntaa021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 01/22/2020] [Indexed: 11/13/2022]
Abstract
INTRODUCTION Verifying self-reports of smoking abstinence is challenging in studies that involve remote data collection. Resting heart rate (HR) decreases during smoking abstinence. This study assessed whether a decrease in resting HR measured using freely available smartphone apps could potentially be used to verify smoking abstinence. METHODS This study involved a repeated measures experimental design, with data collection in natural setting. Participants were 18 adult, daily smokers. They recorded resting HR in beats per minute (bpm) using freely available smartphone apps during five timepoints (two in the morning and three postnoon) on each of 3 days. The outcome measure was the mean of the postnoon HR recordings. The experimental condition for each of the 3 days (counterbalanced order) was as follows: (1) smoking as usual, (2) not smoking without nicotine replacement therapy (NRT), or (3) not smoking but using NRT. Abstinence was verified using expired-air carbon monoxide (CO) concentration. RESULTS Compared with the smoking as usual condition, mean HR was 13.4 bpm lower (95% confidence interval [CI] = 5.4 to 21.4, p = .001) in the not smoking without NRT condition and 10.4 bpm lower (95% CI = 3.1 to 17.8, p = 0.004) in the not smoking with NRT condition. There was no statistically significant difference in HR between the two not smoking conditions (p = .39). Abstinence during not smoking days without and with NRT was CO-verified in 18/18 and in 16/18 cases, respectively. CONCLUSIONS Self-recording of resting HR in natural setting using smartphone apps shows a reliable decrease in response to smoking abstinence and may provide a basis for remote verification in smoking cessation studies. IMPLICATIONS Remote verification of self-reported abstinence in smoking cessation studies remains challenging. Smoking abstinence has been shown to decrease resting HR under laboratory conditions. This study demonstrated that self-recording using freely available smartphone apps shows reliable decreases in resting HR during smoking abstinence and may provide a basis for inexpensive remote verification of smoking abstinence.
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Affiliation(s)
- Aleksandra Herbec
- Department of Behavioural Science and Health, University College London, London, UK.,The Centre for Behaviour Change, Department of Clinical, Educational and Health Psychology, University College London, London, UK.,UCL Tobacco and Alcohol Research Group, University College London, London, UK
| | - Ella Parker
- Department of Clinical, Educational and Health Psychology, University College London, London, UK
| | - Harveen Kaur Ubhi
- Department of Behavioural Science and Health, University College London, London, UK.,UCL Tobacco and Alcohol Research Group, University College London, London, UK
| | - Tobias Raupach
- The Centre for Behaviour Change, Department of Clinical, Educational and Health Psychology, University College London, London, UK.,UCL Tobacco and Alcohol Research Group, University College London, London, UK.,Department of Cardiology and Pneumology, University Medical Centre Göttingen, Göttingen, Germany
| | - Robert West
- Department of Behavioural Science and Health, University College London, London, UK.,UCL Tobacco and Alcohol Research Group, University College London, London, UK
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16
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Carpenter MJ, Wahlquist AE, Dahne J, Gray KM, Garrett-Mayer E, Cummings KM, Davis R, Egan BM. Nicotine replacement therapy sampling for smoking cessation within primary care: results from a pragmatic cluster randomized clinical trial. Addiction 2020; 115:1358-1367. [PMID: 31916303 PMCID: PMC7292788 DOI: 10.1111/add.14953] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 12/16/2019] [Accepted: 12/20/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS Within the context of busy clinical settings, health-care providers need practical, evidence-based options to engage smokers in quitting. Sampling of nicotine replacement therapy [i.e. provision of nicotine replacement therapy (NRT starter kits)] is a brief, pragmatic strategy to address this need. We aimed to compare the effects of NRT sampling plus standard care (SC), relative to SC alone, provided by primary care providers during routine clinic visits. DESIGN Cluster-randomized clinical trial. SETTING Twenty-two primary care clinics in South Carolina, USA. PARTICIPANTS Adult smokers [n = 1245; 61% female, mean age = 50.7, standard deviation (SD) = 13.5] both motivated and unmotivated to quit, seen during routine clinical visit. Interventions were provider-delivered SC (n = 652, 12 clinics) cessation advice or SC + a 2-week supply of both nicotine patch and lozenge, with minimal instructions on use (n = 593; 10 clinics). MEASUREMENTS The primary outcome was 7-day point prevalence smoking abstinence at 6-month follow-up, using intent-to-treat. Additional outcomes included NRT use and quit attempts, assessed at 1, 3 and 6 months following baseline. FINDINGS Seven-day point prevalence abstinence rates were significantly higher in the NRT sampling group throughout follow-up, including at 6 months [12 versus 8%, odds ratio (OR) = 1.5, 95% confidence interval (CI) = 1.0-2.4]. NRT sampling increased prevalence of any use of NRT (65 versus 25%, OR = 5.8, 95% CI = 4.3-7.7), with higher prevalence of use at 6 months (25 versus 14%, OR = 2.0, 95% CI = 1.5-2.7). NRT sampling increased the rate of quit attempts in the initial month (24 versus 18%, OR = 1.5, 95% CI = 1.0-2.3) but had no significant effect on overall rate of quit attempts (48 versus 45%, OR = 1.2, 95% CI = 0.8-1.7). CONCLUSION Providing smokers with a free 2-week starter kit of nicotine replacement therapy increased quit attempts, use of stop smoking medications and smoking abstinence compared with standard care in a primary care setting.
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Affiliation(s)
- Matthew J. Carpenter
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina (MUSC)
- Department of Public Health Sciences, MUSC
- Hollings Cancer Center, MUSC
| | - Amy E. Wahlquist
- Department of Public Health Sciences, MUSC
- Hollings Cancer Center, MUSC
| | - Jennifer Dahne
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina (MUSC)
- Hollings Cancer Center, MUSC
| | - Kevin M. Gray
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina (MUSC)
- Hollings Cancer Center, MUSC
| | - Elizabeth Garrett-Mayer
- Department of Public Health Sciences, MUSC
- Hollings Cancer Center, MUSC
- now with American Society of Clinical Oncology
| | - K. Michael Cummings
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina (MUSC)
- Department of Public Health Sciences, MUSC
- Hollings Cancer Center, MUSC
| | - Robert Davis
- Greenville Health System and Care Coordination Institute
| | - Brent M. Egan
- Greenville Health System and Care Coordination Institute
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17
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Ali R, Zhang Z, Bux Soomro M, Gogan ICW, Soomro HR. Tobacco control via quick response code and mobile health technologies: Empirical-evidence of the health belief model theory. HUMAN SYSTEMS MANAGEMENT 2020. [DOI: 10.3233/hsm-190629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Rahib Ali
- School of Management Science and Economy, Harbin Institute of Technology, Heilongjiang, China
| | - Ziqiong Zhang
- School of Management Science and Economy, Harbin Institute of Technology, Heilongjiang, China
| | - Muhammad Bux Soomro
- Computer Science Department, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Larkana Campus, Pakistan
| | | | - Habib Rehman Soomro
- Management Sciences Department, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Larkana Campus, Pakistan
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18
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Kendzor DE, Hébert ET, Businelle MS. Epilogue to the special issue on the use of mobile technology for real-time assessment and treatment of substance use disorders. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2019; 44:571-574. [PMID: 30044669 DOI: 10.1080/00952990.2018.1495220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Darla E Kendzor
- a The University of Oklahoma Health Sciences Center, Stephenson Cancer Center , Oklahoma City , OK , USA
| | - Emily T Hébert
- a The University of Oklahoma Health Sciences Center, Stephenson Cancer Center , Oklahoma City , OK , USA
| | - Michael S Businelle
- a The University of Oklahoma Health Sciences Center, Stephenson Cancer Center , Oklahoma City , OK , USA
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19
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Tomko RL, McClure EA, Squeglia LM, Treloar Padovano H, McRae-Clark AL, Baker NL, Carpenter MJ, Gray KM. Methods to reduce the incidence of false negative trial results in substance use treatment research. Curr Opin Psychol 2019; 30:35-41. [PMID: 30798020 DOI: 10.1016/j.copsyc.2019.01.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Revised: 01/10/2019] [Accepted: 01/18/2019] [Indexed: 10/27/2022]
Abstract
Treatment development and evaluation for substance use disorders are hindered when randomized controlled trials fail to show a treatment effect when one exists. This manuscript provides an overview of addressable methodological factors that may contribute to incorrect trial results. The collection of remote, naturalistic, real-time adherence and substance use data through ambulatory assessment methods in everyday life is presented as a partial solution. Other recommendations related to participant recruitment and selection, ensuring adequate consistency/fidelity and dose of treatment, and rigorously assessing clinical outcomes are discussed. With implementation of eligibility criteria verification, treatment adherence monitoring, and remote assessment of substance use and biomarkers, ambulatory assessment may help improve clinical trial success rates by improving precision, increasing reproducibility, and reducing the impact of methodological issues that may lead to inaccurate trial results.
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Affiliation(s)
- Rachel L Tomko
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, United States.
| | - Erin A McClure
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, United States
| | - Lindsay M Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, United States
| | | | - Aimee L McRae-Clark
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, United States
| | - Nathaniel L Baker
- Department of Public Health Sciences, Medical University of South Carolina, United States
| | - Matthew J Carpenter
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, United States
| | - Kevin M Gray
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, United States
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