1
|
Luck SAM, Golijani-Moghaddam N, Dawson DL. A Systematic Quality Review of Single-Case Experimental Designs Using Acceptance and Commitment Therapy in Adult Clinical Populations. Behav Ther 2024; 55:856-871. [PMID: 38937055 DOI: 10.1016/j.beth.2024.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 12/20/2023] [Accepted: 01/04/2024] [Indexed: 06/29/2024]
Abstract
Recent publications within Contextual Behavioral Science provided a rationale for the expansion of intervention efficacy research using methods that capture idiographic factors and processes. We conducted a systematic review of the use and quality of single-case experimental designs (SCED) within the Acceptance and Commitment Therapy (ACT) literature in adult clinical populations. The systematic review was conducted according to PRISMA guidelines and the databases CINAHL, MEDLINE, PsycINFO, PsycArticles and OpenGrey were searched for peer-reviewed articles. Further studies were sought through review of reference lists of all full text studies. Studies were assessed against What Works Clearinghouse (WWC) single-case design standards. Twenty-six studies met eligibility criteria and were conducted within research teams all implementing multiple-baseline designs. Twenty-four studies did not meet WWC standards with most failing to ensure a degree of concurrence across participants. The extent of randomisation methods was also captured. The review highlights the sparsity of SCEDs within ACT literature in clinical populations and current methodological practices. Limitations of the review and implications for future research are discussed.
Collapse
Affiliation(s)
- Safia A M Luck
- School of Medicine, The University of Nottingham & Nottinghamshire Healthcare NHS Foundation Trust.
| | | | | |
Collapse
|
2
|
Bold KW, Garrison KA, DeLucia A, Horvath M, Nguyen M, Camacho E, Torous J. Smartphone Apps for Smoking Cessation: Systematic Framework for App Review and Analysis. J Med Internet Res 2023; 25:e45183. [PMID: 37440305 PMCID: PMC10375280 DOI: 10.2196/45183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 06/06/2023] [Accepted: 06/12/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Cigarette smoking is a leading cause of preventable death, and identifying novel treatment approaches to promote smoking cessation is critical for improving public health. With the rise of digital health and mobile apps, these tools offer potential opportunities to address smoking cessation, yet the functionality of these apps and whether they offer scientifically based support for smoking cessation are unknown. OBJECTIVE The goal of this research was to use the American Psychiatric Association app evaluation model to evaluate the top-returned apps from Android and Apple app store platforms related to smoking cessation and investigate the common app features available for end users. METHODS We conducted a search of both Android and iOS app stores in July 2021 for apps related to the keywords "smoking," "tobacco," "smoke," and "cigarette" to evaluate apps for smoking cessation. Apps were screened for relevance, and trained raters identified and analyzed features, including accessibility (ie, cost), privacy, clinical foundation, and features of the apps, using a systematic framework of 105 objective questions from the American Psychiatric Association app evaluation model. All app rating data were deposited in mindapps, a publicly accessible database that is continuously updated every 6 months given the dynamic nature of apps available in the marketplace. We characterized apps available in July 2021 and November 2022. RESULTS We initially identified 389 apps, excluded 161 due to irrelevance and nonfunctioning, and rated 228, including 152 available for Android platforms and 120 available for iOS platforms. Some of the top-returned apps (71/228, 31%) in 2021 were no longer functioning in 2022. Our analysis of rated apps revealed limitations in accessibility and features. While most apps (179/228, 78%) were free to download, over half had costs associated with in-app purchases or full use. Less than 65% (149/228) had a privacy policy addressing the data collected in the app. In terms of intervention features, more than 56% (128/228) of apps allowed the user to set and check in on goals, and more than 46% (106/228) of them provided psychoeducation, although few apps provided evidence-based support for smoking cessation, such as peer support or skill training, including mindfulness and deep breathing, and even fewer provided evidence-based interventions, such as acceptance and commitment therapy or cognitive behavioral therapy. Only 12 apps in 2021 and 11 in 2022 had published studies supporting the feasibility or efficacy for smoking cessation. CONCLUSIONS Numerous smoking cessation apps were identified, but analysis revealed limitations, including high rates of irrelevant and nonfunctioning apps, high rates of turnover, and few apps providing evidence-based support for smoking cessation. Thus, it may be challenging for consumers to identify relevant, evidence-based apps to support smoking cessation in the app store, and a comprehensive evaluation system of mental health apps is critically important.
Collapse
Affiliation(s)
- Krysten W Bold
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| | - Kathleen A Garrison
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| | - Angela DeLucia
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| | - Mark Horvath
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| | - Milton Nguyen
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| | - Erica Camacho
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, United States
| |
Collapse
|
3
|
Martínez-Loredo V. Critical appraisal of the discussion on delay discounting by Bailey et al. and Stein et al.: A scientific proposal for a reinforcer pathology theory 3.0. NEW IDEAS IN PSYCHOLOGY 2023. [DOI: 10.1016/j.newideapsych.2022.101006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
|
4
|
Flujas-Contreras JM, García-Palacios A, Gómez I. Technology in psychology: a bibliometric analysis of technology-based interventions in clinical and health psychology. Inform Health Soc Care 2023; 48:47-67. [PMID: 35353661 DOI: 10.1080/17538157.2022.2054343] [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: 11/05/2022]
Abstract
This study aimed to identify, synthesize, and evaluate the current state of research on the use of technology-based interventions in clinical psychology through 2017 as a recent innovative area of study. It was intended to provide a critical overview of trends in different tools and populations and identify future areas of interest. This paper focuses on studies published in psychological interventions in childhood, adolescents, adults, and geriatric populations using new technologies, including web-based intervention, virtual reality, augmented reality, mobile applications, and robotics, with particular attention to methodology. To achieve this aim, a systematic search was made in the ISI Web of Science for intervention, psychology, and the technological tools previously mentioned. The results of the study show that the use of information and communication technologies in psychology has been an innovative and growing field of study for the last 10 years. In total, 743 were included in this study. A growing trend has been observed in publications related to psychology and the use of technologies since 2007. Resea0rch topics were focused mainly on interventions on specific problems or disorders such as depression. The largest number of publications were found for the web-based intervention, in randomized clinical trials and applied to adults.
Collapse
Affiliation(s)
- Juan M Flujas-Contreras
- Department of Psychology University of Almeria, Almería, Spain.,Health Research Centre of University of Almeria (CEINSA/ual), Almería, Spain
| | - Azucena García-Palacios
- Department of Psychology, University Jaume I, Castellon, Spain.,CIBER of Physiopathology of Obesity and Nutrition CIBERobn, CB06/03 Instituto de Salud Carlos III, Spain
| | - Inmaculada Gómez
- Department of Psychology University of Almeria, Almería, Spain.,Health Research Centre of University of Almeria (CEINSA/ual), Almería, Spain
| |
Collapse
|
5
|
The importance of idiographic and functionally analytic strategies in the unified protocol for transdiagnostic treatment of emotional disorders. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2022. [DOI: 10.1016/j.jcbs.2022.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
6
|
Somer E, Gische C, Miočević M. Methods for Modeling Autocorrelation and Handling Missing Data in Mediation Analysis in Single Case Experimental Designs (SCEDs). Eval Health Prof 2022; 45:36-53. [PMID: 35225017 PMCID: PMC8980456 DOI: 10.1177/01632787211071136] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Single-Case Experimental Designs (SCEDs) are increasingly recognized as a valuable alternative to group designs. Mediation analysis is useful in SCEDs contexts because it informs researchers about the underlying mechanism through which an intervention influences the outcome. However, methods for conducting mediation analysis in SCEDs have only recently been proposed. Furthermore, repeated measures of a target behavior present the challenges of autocorrelation and missing data. This paper aims to extend methods for estimating indirect effects in piecewise regression analysis in SCEDs by (1) evaluating three methods for modeling autocorrelation, namely, Newey-West (NW) estimation, feasible generalized least squares (FGLS) estimation, and explicit modeling of an autoregressive structure of order one (AR(1)) in the error terms and (2) evaluating multiple imputation in the presence of data that are missing completely at random. FGLS and AR(1) outperformed NW and OLS estimation in terms of efficiency, Type I error rates, and coverage, while OLS was superior to the methods in terms of power for larger samples. The performance of all methods is consistent across 0% and 20% missing data conditions. 50% missing data led to unsatisfactory power and biased estimates. In light of these findings, we provide recommendations for applied researchers.
Collapse
Affiliation(s)
- Emma Somer
- Department of Psychology, 5620McGill University, Montreal, QC, Canada
| | - Christian Gische
- Department of Psychology, 9373Humboldt-Universitätzu Berlin, Berlin, Germany
| | - Milica Miočević
- Department of Psychology, 5620McGill University, Montreal, QC, Canada
| |
Collapse
|
7
|
How to Conduct Research in Your Private Practice. COGNITIVE AND BEHAVIORAL PRACTICE 2022. [DOI: 10.1016/j.cbpra.2021.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
8
|
Flujas-Contreras JM, García-Palacios A, Gómez I. Effectiveness of a Web-Based Intervention on Parental Psychological Flexibility and Emotion Regulation: A Pilot Open Trial. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:2958. [PMID: 33805835 PMCID: PMC7998718 DOI: 10.3390/ijerph18062958] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/03/2021] [Accepted: 03/11/2021] [Indexed: 01/07/2023]
Abstract
"Parenting Forest" is an informed contextual therapy parenting program for improving parental emotion regulation strategies and psychological flexibility. The aim of this study was to evaluate the preliminary effectiveness of a self-guided web-based intervention of the Parenting Forest program. The intervention program consists of six self-applied sequential modules that use strategies from contextual therapies for providing a parenting style open to experience, mindful and committed to its actions. A pilot controlled open trial was conducted. Eligible parents (n = 12) enrolled in the web-based intervention completed baseline (T1) and post-intervention (T2) assessment instruments. Parental psychological flexibility, avoidance, emotional regulation, parental stress, satisfaction with life, children's psychological adjustment and client satisfaction were measured to assess the effects of the intervention. Mood, coping, and value-related actions were assessed as measures of progress. The results showed positive effects on the parents' psychological flexibility and emotion regulation. Parents' mood and coping skills improved throughout the intervention program. These results provide preliminary evidence of the web-based Parenting Forest's efficacy, although further research is needed to assess its effectiveness for prevention and in clinical populations.
Collapse
Affiliation(s)
- Juan M. Flujas-Contreras
- Department of Psychology, University of Almeria, 04120 Almeria, Spain;
- Health Research Centre (CEINSA/UAL), University of Almeria, 04120 Almeria, Spain
| | - Azucena García-Palacios
- Department of Psychology, University Jaume I, 12071 Castellon, Spain;
- CIBER of Physiopathology of Obesity and Nutrition CIBERobn, CB06/03 Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Inmaculada Gómez
- Department of Psychology, University of Almeria, 04120 Almeria, Spain;
- Health Research Centre (CEINSA/UAL), University of Almeria, 04120 Almeria, Spain
| |
Collapse
|
9
|
Hayes SC, Hofmann SG, Stanton CE. Process-based functional analysis can help behavioral science step up to novel challenges: COVID - 19 as an example. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2020; 18:128-145. [PMID: 32864323 PMCID: PMC7445588 DOI: 10.1016/j.jcbs.2020.08.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 08/18/2020] [Accepted: 08/20/2020] [Indexed: 12/25/2022]
Abstract
Historically speaking, the behavioral tradition advanced functional analysis as a method of applying existing principles to novel situations. In the more than half a century since that idea was advanced, functional analysis has either fallen into disuse, as in most of applied psychology, or has been used but modified to a point that is virtually inapplicable elsewhere, as in applied behavior analysis work with severe developmental disabilities. In this paper we argue that the current challenges with COVID-19 present an ideal time to reinvigorate functional analysis by combining it with the growing body of evidence on processes of change, organized under an extended evolutionary meta-model. This new form of process-based functional analysis takes advantage of the strengths of contextual behavioral science, while opening avenues of fruitful interaction with other wings of intervention and evolutionary science more generally. Using the psychological flexibility model as an example, we show how this approach solves the key problems of classical functional analysis and helps professionals deal with novel challenges such as those posed by COVID-19. Humanity is now facing an extraordinary and unexpected situation. Behavioral science needs to rise to that challenge in a way that provides both immediate practical value and greater assurance of long-term benefits for our understanding of human complexity more generally. Process-based functional analysis can be a vehicle to do just that.
Collapse
|
10
|
Promoting Emotional Well-being in Hospitalized Children and Adolescents With Virtual Reality: Usability and Acceptability of a Randomized Controlled Trial. Comput Inform Nurs 2020; 38:99-107. [PMID: 31895058 DOI: 10.1097/cin.0000000000000586] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The aim of this study was to describe and compare small-sized preliminary data on the usability and acceptability of a randomized controlled trial. This study compares a one-to-one cognitive-behavioral treatment and a virtual reality treatment for children and adolescents hospitalized for long-term physical conditions. The final sample was composed of 19 children and adolescents with chronic illness who were hospitalized. The sample was randomly allocated to two intervention groups: cognitive-behavioral usual treatment and virtual reality-based treatment. Participants in the virtual reality group demonstrated higher perceived efficacy scores for every treatment component than for traditional treatment. Statistically significant differences were found for the total usability and acceptability scores. Participants in the virtual reality group show high acceptability of all the virtual environments. The components and environments of virtual reality were well accepted. The virtual reality program received high scores in immersion, feasibility of use, and sense of reality. Technology-based treatments, that is, virtual reality, can provide motivational benefits in relation to traditional treatments.
Collapse
|
11
|
Milstein N, Gordon I. Validating Measures of Electrodermal Activity and Heart Rate Variability Derived From the Empatica E4 Utilized in Research Settings That Involve Interactive Dyadic States. Front Behav Neurosci 2020; 14:148. [PMID: 33013337 PMCID: PMC7461886 DOI: 10.3389/fnbeh.2020.00148] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 07/28/2020] [Indexed: 11/23/2022] Open
Abstract
Portable and wireless devices that collect physiological data are becoming more and more sought after in clinical and psychophysiological research as technology swiftly advances. These devices allow for data collection in interactive states, such as dyadic therapy, with reduced restraints compared to traditional laboratory devices. One such portable device is the Empatica E4 wristband (Empatica Srl, Milan, Italy) which allows quantifying cardiac interbeat intervals (IBIs), heart rate variability (HRV), and electro-dermal activity (EDA), as well as several other acceleration and temperature measures. In the current study, we aimed to assess IBI, HRV, and EDA measures, against the same data collected from the well-validated MindWare mobile impedance cardiograph device (MindWare Technology, Gahanna, OH, United States). We assessed the E4 strictly as a research instrument and not as a clinical tool. We were specifically interested in the wristbands’ performance during naturalistic interactive face-to-face conversations which inherently involve more hand movements. We collected data from 30 participants, nested in 15 dyads, which were connected to both devices simultaneously, during rest and during a social conversation. After preprocessing and analyses, we found that mean IBIs obtained by the E4 and the MindWare device, were highly similar during rest and during conversation. Medium to high correlations were found between the devices with respect to several HRV measures, with higher correlations during rest compared to conversation. The E4 failed to produce reliable EDA data. We conclude by discussing the strengths and limitations of the E4 during seated conversational states and suggest optimal ways to collect and analyze data with the E4.
Collapse
Affiliation(s)
- Nir Milstein
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
| | - Ilanit Gordon
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel.,The Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
| |
Collapse
|
12
|
O'Connor M, Whelan R, Bricker J, McHugh L. Randomized Controlled Trial of a Smartphone Application as an Adjunct to Acceptance and Commitment Therapy for Smoking Cessation. Behav Ther 2020; 51:162-177. [PMID: 32005334 DOI: 10.1016/j.beth.2019.06.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 05/27/2019] [Accepted: 06/03/2019] [Indexed: 01/20/2023]
Abstract
There is a major public health need for innovative and efficacious behavioral and cognitive interventions for smoking cessation. This randomized controlled trial evaluated the efficacy of an acceptance and commitment therapy (ACT) smartphone application in augmenting ACT group treatment for smoking cessation. One hundred fifty adults smoking 10 or more cigarettes per day were randomly assigned to 6 weekly group sessions of behavioral support, ACT, or ACT combined with the smartphone application. Access to the app was provided from the start of the in-person treatment until the 6-month follow-up assessment. Participants were encouraged to make their quit attempts after the third session, and the posttreatment assessment occurred 3 weeks later. Measures of smoking status and ACT processes were obtained at baseline, posttreatment, and 6-month follow-up. Biochemically verified quit rates in the combined, ACT, and behavioral support groups were 36% (p = .079 relative to ACT; p = .193 relative to behavioral support), 20% (p = .630 relative to behavioral support) and 24% at posttreatment, as compared with 24% (p = .630 relative to behavioral support), 24% (p = .630 relative to behavioral support) and 20% at follow-up. There was no significant difference (p = > .999) in the primary outcome of biochemically verified 7-day point-prevalence abstinence at 6-month follow-up between the combined and ACT groups. The combined group reported significantly greater smoking reduction, acceptance and present-moment awareness than the behavioral support group at posttreatment, but not at follow-up. There were no significant differences between the groups in positive mental health. Contrary to hypotheses, the ACT group did not display significant improvements in positive mental health or ACT processes relative to the behavioral support group at posttreatment or follow-up. Implications and directions for future research are discussed.
Collapse
Affiliation(s)
| | | | - Jonathan Bricker
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA
| | | |
Collapse
|
13
|
Flujas-Contreras JM, García-Palacios A, Gómez I. Technology-based parenting interventions for children's physical and psychological health: a systematic review and meta-analysis. Psychol Med 2019; 49:1787-1798. [PMID: 30977462 DOI: 10.1017/s0033291719000692] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Parenting interventions have important consequences for the wellbeing and emotional competences of parents and their children. Technology provides an opportunity with advantages for psychological intervention. The aim of this systematic review and meta-analysis is to analyze the characteristics and effectiveness of technology-based interventions for parents to promote children's physical health or psychological issues. METHODS We conducted a systematic review and meta-analysis for articles about parenting skills for prevention or treatment of children's physical or psychological concerns using technology. We explore the aim of the intervention with parents, kind of problem with children, intervention model, instruments, methodological quality, and risk of bias. A random-effects meta-analysis was conducted. RESULTS Twenty-four studies were included in the systematic review and a meta-analysis of 22 studies was performed to find out the effects of intervention depending on the kind of problem, intervention model, follow-up, type of intervention, type of control condition, and type of outcome data. Results show the usefulness of technology-based therapy for parenting interventions with moderate effect sizes for intervention groups with statistically significant differences from control groups. CONCLUSIONS Technology-based parenting programs have positive effects on parenting and emotional wellbeing of parents and children. Attendance and participation level in technology-based treatment increase compared with traditional parenting intervention.
Collapse
Affiliation(s)
| | - Azucena García-Palacios
- Department of Basic Psychology,Clinical and Psychobiology - Personality, Evaluation and Psychological Treatments,University Jaume I,Castellon,Spain
| | | |
Collapse
|
14
|
Bentley KH, Kleiman EM, Elliott G, Huffman JC, Nock MK. Real-time monitoring technology in single-case experimental design research: Opportunities and challenges. Behav Res Ther 2019; 117:87-96. [DOI: 10.1016/j.brat.2018.11.017] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Revised: 10/08/2018] [Accepted: 11/26/2018] [Indexed: 12/16/2022]
|
15
|
Vilardaga R, Casellas-Pujol E, McClernon JF, Garrison KA. Mobile Applications for the Treatment of Tobacco Use and Dependence. CURRENT ADDICTION REPORTS 2019; 6:86-97. [PMID: 32010548 PMCID: PMC6994183 DOI: 10.1007/s40429-019-00248-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE OF REVIEW Smoking remains a leading preventable cause of premature death in the world; thus, developing effective and scalable smoking cessation interventions is crucial. This review uses the Obesity-Related Behavioral Intervention Trials (ORBIT) model for early phase development of behavioral interventions to conceptually organize the state of research of mobile applications (apps) for smoking cessation, briefly highlight their technical and theory-based components, and describe available data on efficacy and effectiveness. RECENT FINDINGS Our review suggests that there is a need for more programmatic efforts in the development of mobile applications for smoking cessation, though it is promising that more studies are reporting early phase research such as user-centered design. We identified and described the app features used to implement smoking cessation interventions, and found that the majority of the apps studied used a limited number of mechanisms of intervention delivery, though more effort is needed to link specific app features with clinical outcomes. Similar to earlier reviews, we found that few apps have yet been tested in large well-controlled clinical trials, although progress is being made in reporting transparency with protocol papers and clinical trial registration. SUMMARY ORBIT is an effective model to summarize and guide research on smartphone apps for smoking cessation. Continued improvements in early phase research and app design should accelerate the progress of research in mobile apps for smoking cessation.
Collapse
Affiliation(s)
- Roger Vilardaga
- Department of Psychiatry and Behavioral Sciences, Duke School of Medicine, Erwin Terrace Building II, 2812 Erwin Rd, Box 13, Durham, NC 27705, USA
| | - Elisabet Casellas-Pujol
- Department of Psychiatry, Hospital Santa Creu I Sant Pau, Carrer de Sant Quinti, 89, 08041 Barcelona, Spain
| | - Joseph F. McClernon
- Department of Psychiatry and Behavioral Sciences, Duke School of Medicine, 2608 Erwin Road, Suite 300, Durham, NC 27705, USA
| | - Kathleen A. Garrison
- Department of Psychiatry, Yale School of Medicine, 1 Church Street, Suite 730, New Haven, CT 06510, USA
| |
Collapse
|
16
|
Gómez I, Flujas-Contreras JM, Ruiz-Castañeda D, Castilla D. A Virtual Reality–Based Psychological Treatment in Long-Term Hospitalization: A Case Study. Clin Case Stud 2018. [DOI: 10.1177/1534650118799196] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The aim of this article is to provide preliminary efficacy of a psychological intervention for children and young patients to help them to improve resilience, coping strategies for pain, anxiety, and general emotional discomfort in long-term hospitalization using a virtual reality videogame and telepsychology. A case study illustration in an adolescent was 15-year-old Spanish boy hospitalized in the pediatric ward and prescribed dialysis is presented to provide some clinical evidence of the treatment’s strategic feasibility and efficacy for this population. Patient was pre, post, and follow-up assessed anxiety, affective, resilience, and avoidance. Space Academy is a virtual reality–based treatment with positive psychology and third-wave therapy components that consist in understanding the basic aspects of their disease, to promote emotional perception and regulation and promote and develop resilience. Results show good acceptability and feasibility, improved state and trait anxiety, resilience, and emotional competence in controlling behavior. The case illustration shows improvements in anxiety resilience and acceptance. The use of information and communication technologies in psychology is an advance in clinical and health care psychology.
Collapse
|
17
|
Verhagen SJW, Hasmi L, Drukker M, van Os J, Delespaul PAEG. Use of the experience sampling method in the context of clinical trials. EVIDENCE-BASED MENTAL HEALTH 2018; 19:86-9. [PMID: 27443678 PMCID: PMC5040762 DOI: 10.1136/ebmental-2016-102418] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 07/01/2016] [Indexed: 11/18/2022]
Abstract
Objective The experience sampling method (ESM) is a structured diary technique to appraise subjective experiences in daily life. It is applied in psychiatric patients, as well as in patients with somatic illness. Despite the potential of ESM assessment, the improved logistics and its increased administration in research, its use in clinical trials remains limited. This paper introduces ESM for clinical trials in psychiatry and beyond. Methods ESM is an ecologically valid method that yields a comprehensive view of an individual's daily life. It allows the assessment of various constructs (eg, quality of life, psychopathology) and psychological mechanisms (eg, stress-sensitivity, coping). These constructs are difficult to assess using cross-sectional questionnaires. ESM can be applied in treatment monitoring, as an ecological momentary intervention, in clinical trials, or in single case clinical trials. Technological advances (eg, smartphone applications) make its implementation easier. Results Advantages of ESM are highlighted and disadvantages are discussed. Furthermore, the ecological nature of ESM data and its consequences are explored, including the potential pitfalls of ambiguously formulated research questions and the specificities of ESM in statistical analyses. The last section focuses on ESM in relation to clinical trials and discusses its future use in optimising clinical decision-making. Conclusions ESM can be a valuable asset in clinical trial research and should be used more often to study the benefits of treatment in psychiatry and somatic health.
Collapse
Affiliation(s)
- Simone J W Verhagen
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Laila Hasmi
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Marjan Drukker
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - J van Os
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Philippe A E G Delespaul
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands
| |
Collapse
|
18
|
Demonstrating the reliability of transdiagnostic mHealth Routine Outcome Monitoring in mental health services using experience sampling technology. PLoS One 2017; 12:e0186294. [PMID: 29023568 PMCID: PMC5638497 DOI: 10.1371/journal.pone.0186294] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Accepted: 09/28/2017] [Indexed: 01/05/2023] Open
Abstract
Background Routine Outcome Monitoring (ROM) should provide a dynamic, within-treatment forward feedback loop to guide individual treatment decisions across diagnostic categories. It has been suggested that the Experience Sampling Method (ESM), capturing the film of daily life adaptive processes, offers a flexible, personalised and transdiagnostic feedback system for monitoring and adapting treatment strategies. This is the first study that uses an ESM application (the PsyMate™) as a routine mobile-ROM (mROM) tool in an ambulatory mental health setting. Objective To demonstrate adequate psychometric properties of the PsyMate™ app assessing both symptom severity levels as well as daily life functioning. Method In a transdiagnostic sample of 64 outpatients, an mROM protocol (ESM for 6 days, at 10 semi-random moments a day) and a standard ROM instrument (HADS) were administered at baseline and at three-month follow-up. We measured positive affect (PA), negative affect (NA), quality of sleep, positive social interaction, activity-related stress, tiredness, and feeling unwell. Results Subjects completed 53% of the measurements at baseline (N = 64) and 48% at follow-up (N = 29). Factor analysis and subsequent reliability analysis of PA and NA confirmed the two constructs. Significant and meaningful correlations were found between PA, NA and HADS scores (ranging from r = .4 to r = .7). Multilevel analyses yielded significant change scores for all measures. Conclusion The ESM-based, transdiagnostic mROM tool can be used reliably in clinical settings: it shows adequate psychometric properties, as well as concurrent validity and sensitivity to change over time with respect to relevant ROM constructs. Person-tailored items can be added. In addition, mROM offers added value over standard symptom-based ROM, as it provides information on adaptive functioning in the daily environment of patients.
Collapse
|
19
|
Rosenberg DE, Kadokura E, Morris ME, Renz A, Vilardaga RM. Application of N-of-1 Experiments to Test the Efficacy of Inactivity Alert Features in Fitness Trackers to Increase Breaks from Sitting in Older Adults. Methods Inf Med 2017; 56:16-02-0043. [PMID: 28816343 PMCID: PMC5997558 DOI: 10.3414/me16-02-0043] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Accepted: 07/24/2017] [Indexed: 12/28/2022]
Abstract
BACKGROUND Frequent breaks from sitting could improve health. Many commercially available fitness trackers deliver vibration alerts that could be used to cue sitting breaks. As a potentially pragmatic approach to promote frequent breaks from sitting, we tested the efficacy of inactivity alerts among obese older adults, a highly sedentary population. METHODS We conducted 10 sequential N-of-1 (single-case) experimental ABA trials. Participants (mean age = 68, mean BMI = 35) were monitored for a baseline phase ("A1") followed by an intervention phase ("B"). The intervention was then removed and participants were monitored to test an experimental effect (reversal "A2" phase). Total time in the study was limited to 25 days. During the intervention phase ("B"), participants used fitness trackers to stand up or move every time they received an alert (every 15 or 20 minutes of inactivity). Participants wore activPAL devices to measure breaks from sitting each day. Randomization tests were used to determine whether the number of breaks was significantly higher during the "B" phase than the two "A" phases. RESULTS Breaks were higher by 7.2 breaks per day during the "B" phase compared to the mean of the "A" phases. Seven out of 10 participants had more sitting breaks during the intervention phase which subsequently decreased during the reversal "A2" phase (combined p-value < .05). CONCLUSION Inactivity alert features within commercially available devices are efficacious for promoting modest improvements in breaks from sitting among older adults with obesity and could be a simple health-promoting strategy in this population.
Collapse
Affiliation(s)
- Dori E Rosenberg
- Dori E. Rosenberg, PhD, MPH, Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Suite 1600, Seattle, WA 98101, USA, E-mail:
| | | | | | | | | |
Collapse
|
20
|
White RG, Gregg J, Batten S, Hayes LL, Kasujja R. Contextual Behavioral Science and Global Mental Health: Synergies and opportunities. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2017. [DOI: 10.1016/j.jcbs.2017.07.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
|
21
|
Rector K, Vilardaga R, Lansky L, Lu K, Bennett CL, Ladner RE, Kientz JA. Design and Real-World Evaluation of Eyes-Free Yoga: An Exergame for Blind and Low-Vision Exercise. ACM TRANSACTIONS ON ACCESSIBLE COMPUTING 2017; 9:12. [PMID: 29104712 PMCID: PMC5667683 DOI: 10.1145/3022729] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Accepted: 11/01/2016] [Indexed: 10/19/2022]
Abstract
People who are blind or low vision may have a harder time participating in exercise due to inaccessibility or lack of encouragement. To address this, we developed Eyes-Free Yoga using the Microsoft Kinect that acts as a yoga instructor and has personalized auditory feedback based on skeletal tracking. We conducted two different studies on two different versions of Eyes-Free Yoga: (1) a controlled study with 16 people who are blind or low vision to evaluate the feasibility of a proof-of-concept and (2) an 8-week in-home deployment study with 4 people who are blind or low vision, with a fully functioning exergame containing four full workouts and motivational techniques. We found that participants preferred the personalized feedback for yoga postures during the laboratory study. Therefore, the personalized feedback was used as a means to build the core components of the system used in the deployment study and was included in both study conditions. From the deployment study, we found that the participants practiced Yoga consistently throughout the 8-week period (Average hours = 17; Average days of practice = 24), almost reaching the American Heart Association recommended exercise guidelines. On average, motivational techniques increased participant's user experience and their frequency and exercise time. The findings of this work have implications for eyes-free exergame design, including engaging domain experts, piloting with inexperienced users, using musical metaphors, and designing for in-home use cases.
Collapse
Affiliation(s)
- Kyle Rector
- Department of Computer Science, University of Iowa, 14 MacLean Hall, Iowa City, IA 52240;
| | | | - Leo Lansky
- Computer Science and Engineering, University of Washington, 185 W Stevens Way NE, Seattle, WA 98195;
| | - Kellie Lu
- Department of Computer Science, Columbia University, 500 West 120 Street, Room 450, MC0401, New York, New York 10027;
| | - Cynthia L Bennett
- Human-Centered Design and Engineering, University of Washington, 428 Sieg Hall, Campus Box 352315, Seattle, WA 98195;
| | - Richard E Ladner
- Computer Science and Engineering, University of Washington, 185 W Stevens Way NE, Seattle, WA 98195;
| | - Julie A Kientz
- Human-Centered Design and Engineering, University of Washington, 428 Sieg Hall, Campus Box 352315, Seattle, WA 98195;
| |
Collapse
|
22
|
Villatte JL, Vilardaga R, Villatte M, Plumb Vilardaga JC, Atkins DC, Hayes SC. Acceptance and Commitment Therapy modules: Differential impact on treatment processes and outcomes. Behav Res Ther 2015; 77:52-61. [PMID: 26716932 DOI: 10.1016/j.brat.2015.12.001] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Revised: 12/01/2015] [Accepted: 12/03/2015] [Indexed: 11/26/2022]
Abstract
A modular, transdiagnostic approach to treatment design and implementation may increase the public health impact of evidence-based psychosocial interventions. Such an approach relies on algorithms for selecting and implementing treatment components intended to have a specific therapeutic effect, yet there is little evidence for how components function independent of their treatment packages when employed in clinical service settings. This study aimed to demonstrate the specificity of treatment effects for two components of Acceptance and Commitment Therapy (ACT), a promising candidate for modularization. A randomized, nonconcurrent, multiple-baseline across participants design was used to examine component effects on treatment processes and outcomes in 15 adults seeking mental health treatment. The ACT OPEN module targeted acceptance and cognitive defusion; the ACT ENGAGED module targeted values-based activation and persistence. According to Tau-U analyses, both modules produced significant improvements in psychiatric symptoms, quality of life, and targeted therapeutic processes. ACT ENGAGED demonstrated greater improvements in quality of life and values-based activation. ACT OPEN showed greater improvements in symptom severity, acceptance, and defusion. Both modules improved awareness and non-reactivity, which were mutually targeted, though using distinct intervention procedures. Both interventions demonstrated high treatment acceptability, completion, and patient satisfaction. Treatment effects were maintained at 3-month follow up. ACT components should be considered for inclusion in a modular approach to implementing evidence-based psychosocial interventions for adults.
Collapse
Affiliation(s)
- Jennifer L Villatte
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA.
| | - Roger Vilardaga
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA.
| | | | | | - David C Atkins
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA.
| | - Steven C Hayes
- Department of Psychology, University of Nevada, Reno, USA.
| |
Collapse
|
23
|
Karkar R, Zia J, Vilardaga R, Mishra SR, Fogarty J, Munson SA, Kientz JA. A framework for self-experimentation in personalized health. J Am Med Inform Assoc 2015; 23:440-8. [PMID: 26644399 DOI: 10.1093/jamia/ocv150] [Citation(s) in RCA: 74] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2015] [Accepted: 08/29/2015] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To describe an interdisciplinary and methodological framework for applying single case study designs to self-experimentation in personalized health. The authors examine the framework's applicability to various health conditions and present an initial case study with irritable bowel syndrome (IBS). METHODS AND MATERIALS An in-depth literature review was performed to develop the framework and to identify absolute and desired health condition requirements for the application of this framework. The authors developed mobile application prototypes, storyboards, and process flows of the framework using IBS as the case study. The authors conducted three focus groups and an online survey using a human-centered design approach for assessing the framework's feasibility. RESULTS All 6 focus group participants had a positive view about our framework and volunteered to participate in future studies. Most stated they would trust the results because it was their own data being analyzed. They were most concerned about confounds, nonmeaningful measures, and erroneous assumptions on the timing of trigger effects. Survey respondents (N = 60) were more likely to be adherent to an 8- vs 12-day study length even if it meant lower confidence results. DISCUSSION Implementation of the self-experimentation framework in a mobile application appears to be feasible for people with IBS. This framework can likely be applied to other health conditions. Considerations include the learning curve for teaching self-experimentation to non-experts and the challenges involved in operationalizing and customizing study designs. CONCLUSION Using mobile technology to guide people through self-experimentation to investigate health questions is a feasible and promising approach to advancing personalized health.
Collapse
Affiliation(s)
- Ravi Karkar
- Computer Science & Engineering, University of Washington, Seattle, WA, USA
| | - Jasmine Zia
- Division of Gastroenterology, Medicine University of Washington, Seattle, WA, USA
| | - Roger Vilardaga
- Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Sonali R Mishra
- Information School, University of Washington, Seattle, WA, USA
| | - James Fogarty
- Computer Science & Engineering, University of Washington, Seattle, WA, USA
| | - Sean A Munson
- Human Centered Design & Engineering, University of Washington, Seattle, WA, USA
| | - Julie A Kientz
- Human Centered Design & Engineering, University of Washington, Seattle, WA, USA
| |
Collapse
|
24
|
Hidalgo-Mazzei D, Mateu A, Reinares M, Matic A, Vieta E, Colom F. Internet-based psychological interventions for bipolar disorder: Review of the present and insights into the future. J Affect Disord 2015; 188:1-13. [PMID: 26342885 DOI: 10.1016/j.jad.2015.08.005] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 07/12/2015] [Accepted: 08/05/2015] [Indexed: 12/14/2022]
Abstract
BACKGROUND In the last decade, there has been an increasing advent of innovative concepts in psychological interventions aimed at empowering bipolar patients by means of technological advancements and taking advantage of the proliferation of the Internet. Since the adoption of these technologies for behavioral monitoring and intervention is not trivial in clinical practice, the main objective of this review is to provide an overview and to discuss the several initiatives published so far in the literature related to the Internet-based technologies aimed to deliver evidence-based psychological interventions for bipolar disorder patients. METHODS We conducted a comprehensive systematic review of the literature from multiple technological, psychiatric and psychological domains. The search was conducted by applying the Boolean algorithm "BIPOLAR AND DISORDER AND (treatment OR intervention) AND (online OR Internet OR web-based OR smartphone OR mobile)" at MEDLINE, SCOPUS, EMBASE, ClinicalTrials, ISI Web of Science and Google Scholar. RESULTS We identified over 251 potential entries matching the search criteria and after a thorough manual review, 29 publications pertaining to 12 different projects, specifically focusing on psychological interventions for bipolar patients through diverse Internet-based methods, were selected. LIMITATIONS Taking into consideration the diversity of the initiatives and the inconclusive main outcome results of the studies, there is still limited evidence available to draw firm conclusions about the efficacy of interventions using Internet-based technologies for bipolar disorder. CONCLUSIONS However, considering the high rates of retention and compliance reported, they represent a potential highly feasible and acceptable method of delivering this kind of interventions to bipolar patients.
Collapse
Affiliation(s)
- Diego Hidalgo-Mazzei
- Bipolar Disorder Program, Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.
| | - Ainoa Mateu
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.
| | - María Reinares
- Bipolar Disorder Program, Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.
| | | | - Eduard Vieta
- Bipolar Disorder Program, Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.
| | - Francesc Colom
- Bipolar Disorder Program, Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.
| |
Collapse
|
25
|
Yadavaia JE, Hayes SC, Vilardaga R. Using Acceptance and Commitment Therapy to Increase Self-Compassion: A Randomized Controlled Trial. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2014; 3:248-257. [PMID: 25506545 PMCID: PMC4260406 DOI: 10.1016/j.jcbs.2014.09.002] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Self-compassion has been shown to be related to several types of psychopathology, including traumatic stress, and has been shown to improve in response to various kinds of interventions. Current conceptualizations of self-compassion fit well with the psychological flexibility model, which underlies acceptance and commitment therapy (ACT). However, there has been no research on ACT interventions specifically aimed at self-compassion. This randomized trial therefore compared a 6-hour ACT-based workshop targeting self-compassion to a wait-list control. From pretreatment to 2-month follow-up, ACT was significantly superior to the control condition in self-compassion, general psychological distress, and anxiety. Process analyses revealed psychological flexibility to be a significant mediator of changes in self-compassion, general psychological distress, depression, anxiety, and stress. Exploratory moderation analyses revealed the intervention to be of more benefit in terms of depression, anxiety, and stress to those with greater trauma history.
Collapse
Affiliation(s)
- James E. Yadavaia
- Department of Psychology/296 University of Nevada, Reno Reno, NV 89557-0062
| | - Steven C. Hayes
- Department of Psychology/298 University of Nevada, Reno Reno, NV 89557-0062
| | - Roger Vilardaga
- University of Washington Department of Psychiatry and Behavioral Sciences University of Washington at Harborview Medical Center Box 359911, 325 Ninth Ave. Seattle, WA 98104-2499
| |
Collapse
|
26
|
Vilardaga R. Technical, practical and analytic innovations in single case designs for contextual behavioral scientists. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2014. [DOI: 10.1016/j.jcbs.2014.05.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
27
|
Single case designs in clinical practice: A contemporary CBS perspective on why and how to. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2014. [DOI: 10.1016/j.jcbs.2014.04.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|