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Feig EH, Szapary C, Harnedy LE, Castillo C, Thorndike AN, Psaros C, Millstein RA, Huffman JC. Using Positive Psychology to Address Emotional Barriers to Physical Activity After Bariatric Surgery: Proof-of-Concept Trial of the Gaining Optimism After Weight Loss Surgery (GOALS) Project. COGNITIVE AND BEHAVIORAL PRACTICE 2024; 31:189-202. [PMID: 38680521 PMCID: PMC11052544 DOI: 10.1016/j.cbpra.2023.02.002] [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] [Indexed: 03/29/2023]
Abstract
Physical activity promotes health and longevity after metabolic/bariatric surgery (MBS), but most patients do not meet recommended levels. The Gaining Optimism After weight Loss Surgery (GOALS) Project was a positive psychological intervention designed to address common emotional barriers to physical activity in patients who have recently undergone MBS (e.g., low confidence around exercise, internalized weight bias, fear of injury) and use motivational interviewing and standard behavior change techniques (e.g., self-monitoring) to increase physical activity. This single-arm proof-of-concept trial was designed to refine the intervention, test feasibility and acceptability, and explore pre-post changes in behavioral and psychological outcomes. Participants were 12 adults 6-12 months post-MBS (M age of 46, 58% female, 67% non-Hispanic white). GOALS was a 10-week telephone counseling program that introduced new positive psychological skills and physical activity topics each week. Participants tracked physical activity with a Fitbit and set weekly goals. Results showed that the intervention was feasible (85% of sessions completed) and acceptable (average participant ratings of session ease and utility above 8.0 on a 0-10 scale). There were medium-to-large effect size improvements in physical activity and psychological well-being (e.g., depressive symptoms). The GOALS intervention will next be tested in a pilot randomized controlled trial with longer-term follow-up to assess its effect more robustly.
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Affiliation(s)
- Emily H Feig
- Massachusetts General Hospital and Harvard Medical School
| | | | | | | | | | | | | | - Jeff C Huffman
- Massachusetts General Hospital and Harvard Medical School
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Amonoo HL, Daskalakis E, Deary EC, Celano CM, Ghanime PM, Healy BC, Cutler C, Pirl WF, Park ER, Gudenkauf LM, Jim HSL, Traeger LN, LeBlanc TW, El-Jawahri A, Huffman JC. Feasibility of a positive psychology intervention (PATH) in allogeneic hematopoietic stem cell transplantation survivors: Randomized pilot trial design and methods. Contemp Clin Trials 2023; 131:107272. [PMID: 37380022 PMCID: PMC10839810 DOI: 10.1016/j.cct.2023.107272] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 06/12/2023] [Accepted: 06/25/2023] [Indexed: 06/30/2023]
Abstract
BACKGROUND Although patients undergoing allogeneic hematopoietic stem cell transplantation (HSCT) experience low levels of positive psychological well-being (PPWB), interventions that specifically boost PPWB in this population are lacking. OBJECTIVE To describe the methods of a randomized controlled trial (RCT) designed to assess the feasibility, acceptability, and preliminary efficacy of a positive psychology intervention (PATH) tailored to the unique needs of HSCT survivors and aimed to decrease anxiety and depression symptoms and boost quality of life (QOL). METHODS We will conduct a single-institution RCT of a novel nine-week phone-delivered manualized positive psychology intervention compared to usual transplant care in 70 HSCT survivors. Allogeneic HSCT survivors at 100 days post-HSCT are eligible for the study. The PATH intervention, tailored to the needs of HSCT survivors in the acute recovery phase, focuses on gratitude, strengths, and meaning. Our primary aims are to determine feasibility (e.g., session completion, rate of recruitment) and acceptability (e.g., weekly session ratings). Our secondary aim is to test the preliminary efficacy of the intervention on patient-reported outcomes (e.g., anxiety symptoms, QOL). DISCUSSION If the PATH intervention is feasible, a larger randomized, controlled efficacy trial will be indicated. Additionally, we anticipate that the results from this RCT will guide the development of other clinical trials and larger efficacy studies of positive psychology interventions in vulnerable oncological populations beyond HSCT.
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Affiliation(s)
- Hermioni L Amonoo
- Department of Psychosocial Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | | | - Emma C Deary
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Christopher M Celano
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Pia Maria Ghanime
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Brian C Healy
- Harvard Medical School, Boston, MA, USA; Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Corey Cutler
- Harvard Medical School, Boston, MA, USA; Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA, USA
| | - William F Pirl
- Department of Psychosocial Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Elyse R Park
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Lisa M Gudenkauf
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
| | - Heather S L Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
| | - Lara N Traeger
- Department of Psychology, University of Miami, Miami, FL, USA
| | - Thomas W LeBlanc
- Duke Cancer Institute, Durham, NC, USA; Department of Medicine, Division of Hematologic Malignancies and Cellular Therapy, Duke University School of Medicine, Durham, NC, USA
| | - Areej El-Jawahri
- Harvard Medical School, Boston, MA, USA; Mass General Cancer Center, Massachusetts General Hospital, Boston, MA, USA
| | - Jeff C Huffman
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
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Millstein RA, Golden J, Healy BC, Amonoo HL, Harnedy LE, Carrillo A, Celano CM, Huffman JC. Latent growth curve modeling of physical activity trajectories in a positive-psychology and motivational interviewing intervention for people with type 2 diabetes. Health Psychol Behav Med 2022; 10:713-730. [PMID: 35957957 PMCID: PMC9359186 DOI: 10.1080/21642850.2022.2104724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Background: Physical activity is critical for preventing and treating Type 2 diabetes (T2D). It is important to identify different profiles of physical activity change among those participating in behavioral interventions to optimize intervention-person fit. Methods: This study analyzes longitudinal trajectories of change in moderate-to-vigorous physical activity (MVPA) in a positive psychology (PP) and motivational interviewing (MI) intervention for T2D, using latent growth curve modeling (LGCM). Objective measures of MVPA were collected using accelerometers at three time points: pre-intervention, immediately post-intervention, and eight weeks post-intervention. LGCM analyses identified subpopulations of participants who responded similarly to the intervention and examined if sociodemographic, medical and psychosocial characteristics were associated with MVPA trajectories. Results: Analyses included 47 participants with complete follow-ups: 49% male, 81% non-Hispanic white, average age 66.1 (SD = 10.1). Overall, 36% of the participants increased MVPA while 57% did not. LGCM identified three profiles with distinct MVPA trajectories. Profile 1 (‘Started Low, No Change’; 65.8% of participants) with a starting mean of 4.54 min of MVPA/day and decreased by −3.36 min. Profile 2 (‘Moderate-High Start, Minimal Change,’ 27.4% of participants) and had a starting mean of 22.86 min/day of MVPA with an average increase of 1.03 min. Profile 3 (‘Moderate Start, Ended High’; 6.8% of participants), had a starting mean of 7.33 min MVPA/day, and increased by 28.4 min. Being male, younger, having fewer medical and psychiatric comorbidities were associated with increases in MVPA. Conclusions: This secondary analysis detected three distinct physical activity profiles during and after a PP-MI intervention. Future interventions can target individuals with characteristics that showed the greatest benefit and add additional supports to people in groups that did not increase physical activity as much. These findings show a need for targeted and sustained behavior change strategies during and after physical activity interventions. Trial registration: ClinicalTrials.gov; identifier: NCT03001999.
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Affiliation(s)
- Rachel A. Millstein
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Julia Golden
- School of Medicine, University of Connecticut, Farmington, CT, USA
| | - Brian C. Healy
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Hermioni L. Amonoo
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Psychosocial Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Lauren E. Harnedy
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Alba Carrillo
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Christopher M. Celano
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jeff C. Huffman
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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Hu YY, Jiang X, Mao FY, Zhang J, Liu L, Gu J, Wu Q, Li C. Effect of positive event recording based on positive psychology on healthy behaviors and readmission rate of patients after PCI: a study protocol for a prospective, randomized controlled trial. Trials 2022; 23:1013. [PMID: 36514114 PMCID: PMC9746175 DOI: 10.1186/s13063-022-06964-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 11/28/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Unhealthy behaviors of coronary heart disease (CHD) patients are closely related to the occurrence of major heart events, which increases the readmission rate and brings a heavy economic burden to families and society. Therefore, it is necessary for health care workers to take active preventive and therapeutic measures to keep or establish healthy behaviors of patients. Positive psychological intervention has been proved to be effective, but it has not been reported in the field of CHD in China. The purpose of this study is to explore the effects of positive event recording based on positive psychology on the healthy behaviors, readmission rate, and anxiety of patients with CHD, in order to provide new ideas for the development of secondary prevention strategies for CHD. METHODS This is a prospective, single-center, randomized controlled trial (RCT). The subjects will be enrolled from the Department of Cardiology, the First Affiliated Hospital of Soochow University. There are 80 cases in total; according to the random number table, the subjects are randomly divided into the intervention group (n = 40) and the control group (n = 40). The patients in the intervention group will receive the intervention of recording positive events once a week for 3 months, while the patients in the control group receive conventional nursing. The primary outcomes will include healthy behaviors, readmission rate, and anxiety, and the secondary outcomes will include psychological capital, subjective well-being, and corresponding clinical laboratory indicators. The protocol was approved by the Medical Ethics Committee of Soochow University (approval no. SUDA20200604H01) and is performed in strict accordance with the Declaration of Helsinki formulated by the World Medical Association. All participants provide written informed consent. DISCUSSION This study will verify whether positive event recording based on positive psychology can make patients maintain healthy behaviors, reduce readmission rate, and improve anxiety after PCI. Then, this study will provide new ideas and references for the development of secondary prevention strategies for patients with CHD. TRIAL REGISTRATION Chinese Clinical Trials Registry 2000034538. Registered on 10 July 2020.
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Affiliation(s)
- Yao-Yao Hu
- grid.429222.d0000 0004 1798 0228Department of Cardiology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xin Jiang
- grid.89957.3a0000 0000 9255 8984Nursing Department, the Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
| | - Fang-Ying Mao
- grid.263761.70000 0001 0198 0694School of Nursing, Soochow University, Suzhou, China
| | - Jing Zhang
- grid.263761.70000 0001 0198 0694School of Nursing, Soochow University, Suzhou, China
| | - Lin Liu
- grid.429222.d0000 0004 1798 0228Department of Cardiology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jie Gu
- grid.429222.d0000 0004 1798 0228Department of Cardiology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Qing Wu
- grid.429222.d0000 0004 1798 0228Department of Cardiology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Chun Li
- grid.429222.d0000 0004 1798 0228Department of Cardiology, the First Affiliated Hospital of Soochow University, Suzhou, China
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Sadlonova M, Kermani MB, Huffman JC, Nikrahan GR, Sadeghi M, Celano CM. Feasibility, Acceptability, and Preliminary Efficacy of a Positive Psychology Intervention in Patients With Coronary Heart Disease: A Randomized Controlled Trial. J Acad Consult Liaison Psychiatry 2022; 63:557-566. [PMID: 35342036 PMCID: PMC10986361 DOI: 10.1016/j.jaclp.2022.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 03/03/2022] [Accepted: 03/15/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Both positive (e.g., optimism, well-being) and negative (e.g., stress, depressive symptoms) psychological constructs are associated with cardiovascular health. Positive psychology interventions (PPIs), which involve the cultivation of well-being through systematic activities, have the potential to enhance positive constructs and reduce negative ones; however, there has been limited study of PPIs in individuals with coronary heart disease. OBJECTIVE AND METHODS This 3-arm, randomized controlled pilot trial investigated the feasibility, acceptability, and preliminary efficacy of an 8-week, group-based PPI, compared with group-based cognitive-behavioral therapy and treatment as usual, in patients with coronary heart disease. Assessments were completed at baseline, 9 weeks postintervention, and 15-week follow-up, and outcomes included C-reactive protein, happiness, optimism, psychological distress, and depressive symptoms. RESULTS Eighty-four patients with coronary heart disease were included (mean age = 57.6 ± 8.3; 13.1% female). Participants in the PPI group completed 6.8 (standard deviation 1.3) of 8 sessions (85%), and the majority of PPI (96%) participants completed ≥5 out of the 8 sessions. PPI exercises were rated as easy to complete and subjectively useful, and PPI participants reported a high likelihood of continuing them after the intervention. In preliminary efficacy analyses, there were no consistent treatment effects of the PPI on C-reactive protein levels compared with treatment as usual and cognitive-behavioral therapy. Finally, the PPI was associated with nonsignificant, small- to medium-sized greater improvements in psychological outcomes compared with treatment as usual and cognitive-behavioral therapy at 9 and 15 weeks. CONCLUSIONS Among individuals with coronary heart disease, a group-based PPI was feasible, well-accepted, and associated with preliminary, nonsignificant, small- to medium-sized improvements in mental health compared with treatment as usual and cognitive-behavioral therapy.
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Affiliation(s)
- Monika Sadlonova
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA; Department of Psychosomatic Medicine and Psychotherapy, University of Göttingen Medical Center, Göttingen, Germany; Department of Cardiovascular and Thoracic Surgery, University of Göttingen Medical Center, Göttingen, Germany; DZHK (German Center for Cardiovascular Research), Partner Site Göttingen, Göttingen, Germany.
| | - Maryam B Kermani
- Department of Psychology, Isfahan (Khorasgan) Branch, Islamic Azad University, Isfahan, Iran
| | - Jeff C Huffman
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Gholam Reza Nikrahan
- Department of Psychology, University of Isfahan, Isfahan, Iran; Department of Psychology, Farhangian University, Tehran, Iran
| | - Masoumeh Sadeghi
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Christopher M Celano
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA.
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Amonoo HL, El-Jawahri A, Deary EC, Traeger LN, Cutler CS, Antin JA, Huffman JC, Lee SJ. Yin and Yang of Psychological Health in the Cancer Experience: Does Positive Psychology Have a Role? J Clin Oncol 2022; 40:2402-2407. [PMID: 35377731 PMCID: PMC9467675 DOI: 10.1200/jco.21.02507] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 02/18/2022] [Accepted: 03/14/2022] [Indexed: 01/07/2023] Open
Affiliation(s)
- Hermioni L. Amonoo
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Areej El-Jawahri
- Harvard Medical School, Boston, MA
- Mass General Cancer Center, Massachusetts General Hospital, Boston, MA
| | - Emma C. Deary
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA
| | - Lara N. Traeger
- Harvard Medical School, Boston, MA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Corey S. Cutler
- Harvard Medical School, Boston, MA
- Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - Joseph A. Antin
- Harvard Medical School, Boston, MA
- Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - Jeff C. Huffman
- Harvard Medical School, Boston, MA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Stephanie J. Lee
- Division of Medical Oncology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, WA
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Landoll RR, Vargas SE, Samardzic KB, Clark MF, Guastaferro K. The preparation phase in the multiphase optimization strategy (MOST): a systematic review and introduction of a reporting checklist. Transl Behav Med 2021; 12:291-303. [PMID: 34850214 DOI: 10.1093/tbm/ibab146] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Multicomponent behavioral interventions developed using the multiphase optimization strategy (MOST) framework offer important advantages over alternative intervention development models by focusing on outcomes within constraints relevant for effective dissemination. MOST consists of three phases: preparation, optimization, and evaluation. The preparation phase is critical to establishing the foundation for the optimization and evaluation phases; thus, detailed reporting is critical to enhancing rigor and reproducibility. A systematic review of published research using the MOST framework was conducted. A structured framework was used to describe and summarize the use of MOST terminology (i.e., preparation phase and optimization objective) and the presentation of preparation work, the conceptual model, and the optimization. Fifty-eight articles were reviewed and the majority focused on either describing the methodology or presenting results of an optimization trial (n = 38, 66%). Although almost all articles identified intervention components (96%), there was considerable variability in the degree to which authors fully described other elements of MOST. In particular, there was less consistency in use of MOST terminology. Reporting on the MOST preparation phase is varied, and there is a need for increased focus on explicit articulation of key design elements and rationale of the preparation phase. The proposed checklist for reporting MOST studies would significantly advance the use of this emerging methodology and improve implementation and dissemination of MOST. Accurate reporting is essential to reproducibility and rigor of scientific trials as it ensures future research fully understands not only the methodology, but the rationale for intervention and optimization decisions.
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Affiliation(s)
- Ryan R Landoll
- Department of Family Medicine, Uniformed Services University of the Health Sciences School of Medicine, Bethesda, MD, USA
| | - Sara E Vargas
- Center for Behavioral and Preventive Medicine, The Miriam Hospital, Providence, RI, USA.,Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Kristen B Samardzic
- Department of Obstetrics and Gynecology, Naval Medical Center San Diego, San Diego, CA, USA
| | - Madison F Clark
- Department of Family Medicine, Uniformed Services University of the Health Sciences School of Medicine, Bethesda, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Kate Guastaferro
- Department of Human Development and Family Studies, Pennsylvania State University, University Park, PA, USA
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Guastaferro K, Collins LM. Optimization Methods and Implementation Science: An Opportunity for Behavioral and Biobehavioral Interventions. IMPLEMENTATION RESEARCH AND PRACTICE 2021; 2:26334895211054363. [PMID: 37089990 PMCID: PMC9978651 DOI: 10.1177/26334895211054363] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
This editorial introduces the multiphase optimization strategy (MOST), a principled framework for the development, optimization and evaluation of multicomponent interventions, to the field of implementation science. We suggest that MOST may be integrated with implementation science to advance the field, moving closer towards the ultimate goal of disseminating effective interventions to those in need. We offer three potential ways MOST may advance implementation science: (1) development of an effective and immediately scalable intervention; (2) adaptation of interventions to local contexts; and (3) optimization of the implementation of an intervention itself. Our goal is to inspire the integration of MOST with implementation science across a number of public health contexts.
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Affiliation(s)
- Kate Guastaferro
- Department of Human Development and Family Studies, The Pennsylvania State University
| | - Linda M. Collins
- Departments of Social and Behavioral Sciences and Biostatistics, School of Global Public Health, New York University
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Tanner AE, Guastaferro KM, Rulison KL, Wyrick DL, Milroy JJ, Bhandari S, Thorpe S, Ware S, Miller AM, Collins LM. A Hybrid Evaluation-Optimization Trial to Evaluate an Intervention Targeting the Intersection of Alcohol and Sex in College Students and Simultaneously Test an Additional Component Aimed at Preventing Sexual Violence. Ann Behav Med 2021; 55:1184-1187. [PMID: 33704366 DOI: 10.1093/abm/kaab003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Using the multiphase optimization strategy (MOST), we previously developed and optimized an online behavioral intervention, itMatters, aimed at reducing the risk of sexually transmitted infections (STI) among first-year college students by targeting the intersection of alcohol use and sexual behaviors. PURPOSE We had two goals: (a) to evaluate the optimized itMatters intervention and (b) to determine whether the candidate sexual violence prevention (SVP) component (included at the request of participating universities) had a detectable effect and therefore should be added to create a new version of itMatters. We also describe the hybrid evaluation-optimization trial we conducted to accomplish these two goals in a single experiment. METHODS First year college students (N = 3,098) at four universities in the USA were individually randomized in a hybrid evaluation-optimization 2 × 2 factorial trial. Data were analyzed using regression models, with pre-test outcome variables included as covariates in the models. Analyses were conducted separately with (a) immediate post-test scores and (b) 60-day follow-up scores as outcome variables. RESULTS Experimental results indicated a significant effect of itMatters on targeted proximal outcomes (norms) and on one distal behavioral outcome (binge drinking). There were no significant effects on other behavioral outcomes, including the intersection of alcohol and sexual behaviors. In addition, there were mixed results (positive short-term effect; no effect at 60-day follow-up) of the SVP component on targeted proximal outcomes (students' self-efficacy to reduce/prevent sexual violence and perceived effectiveness of protective behavioral strategies). CONCLUSIONS The hybrid evaluation-optimization trial enabled us to evaluate the individual and combined effectiveness of the optimized itMatters intervention and the SVP component in a single experiment, conserving resources and providing greatly improved efficiency. TRIAL REGISTRATION NCT04095065.
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Affiliation(s)
- Amanda E Tanner
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, USA
| | - Kate M Guastaferro
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - Kelly L Rulison
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - David L Wyrick
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, USA
| | - Jeffrey J Milroy
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, USA
| | - Sandesh Bhandari
- Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, PA, USA
| | - Shemeka Thorpe
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, USA
| | - Samuella Ware
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, USA
| | - Alicia M Miller
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, USA
| | - Linda M Collins
- Department of Social and Behavioral Sciences, School of Global Public Health, New York University, New York, NY, USA
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Zambrano J, Celano CM, Chung WJ, Massey CN, Feig EH, Millstein RA, Healy BC, Wexler DJ, Park ER, Golden J, Huffman JC. Exploring the feasibility and impact of positive psychology-motivational interviewing interventions to promote positive affect and physical activity in type 2 diabetes: design and methods from the BEHOLD-8 and BEHOLD-16 clinical trials. Health Psychol Behav Med 2020; 8:398-422. [PMID: 33763296 PMCID: PMC7986224 DOI: 10.1080/21642850.2020.1815538] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 08/23/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Physical activity among those with type 2 diabetes (T2D) is independently associated with superior medical outcomes, but existing behavioral interventions have not led to widespread increases in activity in this population. A remotely delivered intervention that targets well-being constructs associated with greater activity and assists in the creation of specific physical activity goals has the potential to improve activity and outcomes in T2D. OBJECTIVE To outline the rationale and methods of two studies designed to assess the impact and optimal duration of a combined positive psychology-motivational interviewing (PP-MI) intervention for inactive persons with T2D. METHODS We conducted trials studying 8-week (BEHOLD-8;) and 16-week (BEHOLD-16;) phone-delivered interventions, compared to attention-matched control conditions. In a two-step randomization design, participants were allocated randomly first to study (BEHOLD-8 or BEHOLD-16), then to study condition within study. The primary aims in both trials were feasibility (rates of session completion) and acceptability (participant session ratings), with additional aims examining intervention effects on accelerometer-measured physical activity, psychological measures, and health-related metrics (e.g. vital signs). Main analyses, currently being conducted, will utilize mixed effects models between study conditions, and secondary analyses will utilize the same models to compare the 8- and 16-week PP-MI interventions on feasibility and impact. RESULTS Enrollment and data collection have been completed for both trials (BEHOLD-8: N = 60; BEHOLD-16: N = 70), and data analysis is ongoing to assess feasibility and acceptability within study, as well as the relative feasibility and acceptability of the PP-MI interventions across the two studies. We will also explore impact on clinical outcomes between groups. CONCLUSIONS This design will address how intervention content (i.e. PP elements vs. no PP elements) and intervention duration (8 weeks vs. 16 weeks) affect feasibility, acceptability, and impact, allowing intervention optimization before a next-step larger clinical trial. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT03150199; NCT03001999.
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Affiliation(s)
- Juliana Zambrano
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher M. Celano
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Wei-Jean Chung
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Christina N. Massey
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Emily H. Feig
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Rachel A. Millstein
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Brian C. Healy
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Deborah J. Wexler
- Harvard Medical School, Boston, MA, USA
- Department of Medicine (Endocrinology), Massachusetts General Hospital, Boston, MA, USA
| | - Elyse R. Park
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Julia Golden
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Jeff C. Huffman
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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11
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Huffman JC, Millstein RA, Celano CM, Healy BC, Park ER, Collins LM. Developing a Psychological-Behavioral Intervention in Cardiac Patients Using the Multiphase Optimization Strategy: Lessons Learned From the Field. Ann Behav Med 2020; 54:151-163. [PMID: 31586194 PMCID: PMC7309585 DOI: 10.1093/abm/kaz035] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The Multiphase Optimization Strategy (MOST) is an approach to systematically and efficiently developing a behavioral intervention using a sequence of experiments to prepare and optimize the intervention. PURPOSE Using a 6 year MOST-based behavioral intervention development project as an example, we outline the results-and resulting decision-making process-related to experiments at each step to display the practical challenges present at each stage. METHODS To develop a positive psychology (PP) based intervention to promote physical activity after an acute coronary syndrome (N = 255 across four phases), we utilized qualitative, proof-of-concept, factorial design, and randomized pilot experiments, with iterative modification of intervention content and delivery. RESULTS Through this multiphase approach, we ultimately developed a 12 week, phone-delivered, combined PP-motivational interviewing intervention to promote physical activity. Across stages, we learned several important lessons: (a) participant and interventionist feedback is important, even in later optimization stages; (b) a thoughtful and systematic approach using all information sources is required when conflicting results in experiments make next steps unclear; and (3) new approaches in the field over a multiyear project should be integrated into the development process. CONCLUSIONS A MOST-based behavioral intervention development program can be efficient and effective in developing optimized new interventions, and it may require complex and nuanced decision-making at each phase.
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Affiliation(s)
- Jeff C Huffman
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Rachel A Millstein
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher M Celano
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Brian C Healy
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Elyse R Park
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Linda M Collins
- The Methodology Center and Department of Human Development and Family Studies, Pennsylvania State University, University Park, PA, USA
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12
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Amonoo HL, Kurukulasuriya C, Chilson K, Onstad L, Huffman JC, Lee SJ. Improving Quality of Life in Hematopoietic Stem Cell Transplantation Survivors Through a Positive Psychology Intervention. Biol Blood Marrow Transplant 2020; 26:1144-1153. [PMID: 32088365 DOI: 10.1016/j.bbmt.2020.02.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 02/06/2020] [Accepted: 02/09/2020] [Indexed: 12/13/2022]
Abstract
Despite advances in transplantation medicine, psychological distress and quality of life and functional deficits continue to compromise survivorship after hematopoietic stem cell transplantation (HSCT). With increasing numbers of HSCT survivors, supportive oncology interventions that target health-related outcomes in HSCT survivorship are needed. Here we aimed to test the feasibility and acceptability of a group format phone-delivered positive psychology (PP) intervention in HSCT survivors. This is a one-arm pilot study design that adapted and tested an individual PP intervention used in cardiac disease to a phone-delivered group-based program for HSCT survivors who were .4 to 39 years post-transplantation. All participants received an 8-session weekly PP intervention. We assessed feasibility by the enrollment and intervention completion rates. We examined acceptability on a 10-point Likert scale of ease and utility. Unstructured qualitative interviews were used to obtain participant feedback on the intervention for future application in a larger trial. Self-reported assessments on psychological, functional, and quality of life outcomes were administered at baseline and at follow-up (the end of the intervention). Of 64 eligible participants, 29 (45%) enrolled in the study. For the main aim of intervention feasibility and acceptability, participants completed 96% of all PP sessions and rated the ease (7.6 ± 1.7) and utility (8.1 ± 1.1) of sessions highly. Of the self-reported assessments obtained, the PP intervention resulted in improvements in the resilience scale (mean difference, 2.4 ± 5.4; P = .03). From unstructured qualitative interviews, participants reported the PP exercises and intervention helped them to focus on positive emotions and the group format fostered a sense of community and social support. An 8-week phone-delivered group format PP intervention is feasible and acceptable in HSCT survivors. The piloted intervention could be tested with minor modifications in a randomized study to definitively examine the impact of the group format PP intervention on health-related outcomes.
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Affiliation(s)
- Hermioni L Amonoo
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Psychiatry, Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Kate Chilson
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Lynn Onstad
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Jeff C Huffman
- Department of Psychiatry, Massachusetts General Hospital, Boston Massachusetts
| | - Stephanie J Lee
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington; Department of Medicine, University of Washington, Seattle, Washington.
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13
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Gallis JA, Bennett GG, Steinberg DM, Askew S, Turner EL. Randomization procedures for multicomponent behavioral intervention factorial trials in the multiphase optimization strategy framework: challenges and recommendations. Transl Behav Med 2019; 9:1047-1056. [PMID: 30590759 PMCID: PMC6875651 DOI: 10.1093/tbm/iby131] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The multiphase optimization strategy (MOST) is an increasingly popular framework to prepare, optimize, and evaluate multicomponent behavioral health interventions. Within this framework, it is common to use a factorial trial to assemble an optimized multicomponent intervention by simultaneously testing several intervention components. With the possibility of a large number of conditions (unique combinations of components) and a goal to balance conditions on both sample size (for statistical efficiency) and baseline covariates (for internal validity), such trials face additional randomization challenges compared to the standard two-arm trial. The purpose of the current paper is to compare and contrast potential randomization methods for factorial trials in the context of MOST and to provide guidance for the reporting of those methods. We describe the principles, advantages, and disadvantages of several randomization methods in the context of factorial trials. We then provide examples to examine current practice in the MOST-related literature and provide recommendations for reporting of randomization. We identify two key randomization decisions for MOST-related factorial trials: (i) whether to randomize to components or conditions and (ii) whether to use restricted randomization techniques, such as stratification, permuted blocks, and minimization. We also provide a checklist to assist researchers in ensuring complete reporting of randomization methods used. As more investigators use factorial trials within the MOST framework for assembling optimized multicomponent behavioral interventions, appropriate implementation and rigorous reporting of randomization procedures will be essential for ensuring the efficiency and validity of the results.
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Affiliation(s)
- John A Gallis
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
| | - Gary G Bennett
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Duke Global Digital Health Science Center, Duke Global Health Institute, Duke University, Durham, NC, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Dori M Steinberg
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Duke Global Digital Health Science Center, Duke Global Health Institute, Duke University, Durham, NC, USA
- School of Nursing, Duke University, Durham, NC, USA
| | - Sandy Askew
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Duke Global Digital Health Science Center, Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Elizabeth L Turner
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
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14
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Celano CM, Gianangelo T, Millstein RA, Chung WJ, Wexler DJ, Park ER, Huffman JC. A positive psychology-motivational interviewing intervention for patients with type 2 diabetes: Proof-of-concept trial. Int J Psychiatry Med 2019; 54:97-114. [PMID: 30114958 PMCID: PMC6370502 DOI: 10.1177/0091217418791448] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Eighteen million Americans with type 2 diabetes (T2D) do not follow recommended guidelines for physical activity. Motivational interviewing (MI) has had modest effects on activity and related behaviors in T2D. Positive psychological attributes (e.g., optimism) are associated with superior medical outcomes in T2D, and positive psychology (PP) interventions promote such attributes. There had been no study in T2D of a combined PP-MI intervention to promote well-being and health behavior adherence. We developed a novel, telephone-delivered, 16-week PP-MI intervention and explored its feasibility and impact in T2D patients in a single-arm, proof-of-concept trial. METHOD Participants completed PP-based exercises and MI-based physical activity goal-setting activities and reviewed these activities weekly with a study trainer for 16 weeks. Feasibility and acceptability were assessed via exercise completion rates and post-exercise ratings of ease/utility (0-10 scales). Impact was explored by examining changes in physical activity (via accelerometers and self-report), other health behaviors, psychological measures, and medical outcomes (e.g., hemoglobin A1c (A1C)) from baseline to 16 weeks, using paired t tests. RESULTS Twelve participants enrolled, and 10 provided follow-up data. Seventy-eight percent of PP-MI activities were completed, and participants rated the PP-MI content and sessions as easy (mean = 8.2/10, standard deviation (SD) = 1.9) and useful (mean = 9.1/10, SD = 1.5). PP-MI was associated with improved adherence to health behaviors and overall self-care, variable effects on accelerometer-measured activity and psychological outcomes, and modest beneficial effects on body mass index and A1C. CONCLUSION Further testing of this intervention is warranted in a larger, controlled trial to assess its effects on important health outcomes.
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Affiliation(s)
- Christopher M. Celano
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,Harvard Medical School, Boston, MA
| | - Taylor Gianangelo
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Rachel A. Millstein
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,Harvard Medical School, Boston, MA
| | - Wei-Jean Chung
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,Harvard Medical School, Boston, MA
| | - Deborah J. Wexler
- Harvard Medical School, Boston, MA,MGH Diabetes Center, Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Elyse R. Park
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,Harvard Medical School, Boston, MA
| | - Jeff C. Huffman
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,Harvard Medical School, Boston, MA
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15
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Huffman JC, Legler S, Millstein RA, Gomez-Bernal F, Celano CM, Chung WJ, Healy BC. Does timeframe adjustment of the Life Orientation Test-Revised assess optimism as a state?: Data from the PEACE-III trial in patients with heart disease. THE JOURNAL OF POSITIVE PSYCHOLOGY 2019; 14:799-806. [PMID: 32983245 DOI: 10.1080/17439760.2019.1579355] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Optimism is prospectively associated with superior health outcomes in cardiac patients, making it an attractive target for well-being interventions in this population. However, optimism measured by the Life Orientation Test-Revised (LOT-R) has largely been considered a static, dispositional construct. Among 125 patients with a recent acute coronary syndrome who received a positive psychology intervention, we assessed the properties of a modified LOT-R that changed the timeframe of items from general dispositional statements to queries about 'right now.' We aimed to learn whether this modified LOT-R was more dynamic than the original LOT-R via administration of both instruments at three timepoints over the 16-week study period. Contrary to our hypothesis, this modified LOT-R showed no greater change in mean score or intra-individual variance than the original LOT-R over 16 weeks. This suggests that simply changing the timeframe of the LOT-R may not facilitate assessment of more state-like optimism in medical patients.
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Affiliation(s)
- Jeff C Huffman
- Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Sean Legler
- Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Rachel A Millstein
- Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | | | - Christopher M Celano
- Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Wei-Jean Chung
- Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Brian C Healy
- Harvard Medical School, Boston, MA, USA.,MGH Biostatistics Center, Massachusetts General Hospital, Boston, MA, USA
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16
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Celano CM, Gomez-Bernal F, Mastromauro CA, Beale EE, DuBois CM, Auerbach RP, Huffman JC. A positive psychology intervention for patients with bipolar depression: a randomized pilot trial. J Ment Health 2018; 29:60-68. [PMID: 30366513 DOI: 10.1080/09638237.2018.1521942] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background: There are few effective treatments for bipolar depression, a common and debilitating illness.Aims: We aimed to examine the feasibility and preliminary efficacy of a four-week, telephone-delivered positive psychology (PP) intervention for patients with bipolar depression.Methods: Twenty-five patients hospitalized for bipolar depression were randomized to receive a PP (n = 14) or control condition (CC; n = 11) intervention. Following discharge, participants completed weekly exercises and phone calls with a study trainer. PP intervention feasibility was assessed by the number of exercises completed, and acceptability was examined on five-point Likert-type scales of ease and utility. Between-group differences on psychological constructs at 4 and 8 weeks post-enrollment were assessed using mixed effects regression models.Results: Participants in the PP group completed an average of three out of four PP exercises and found PP exercises to be subjectively helpful, though neither easy nor difficult. Compared to CC, the PP intervention led to trends towards greater improvements in positive affect and optimism at follow-up, with large effect sizes (modified Cohen's d = 0.95-1.24). PP had variable, non-significant effects on negative psychological constructs.Conclusions: Larger, randomized trials are needed to further evaluate the efficacy of this intervention in this high-risk population.
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Affiliation(s)
- Christopher M Celano
- Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Eleanor E Beale
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Christina M DuBois
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Randy P Auerbach
- Harvard Medical School, Boston, MA, USA.,Center for Depression, Anxiety, and Stress Research, McLean Hospital, Belmont, MA, USA
| | - Jeff C Huffman
- Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
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17
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Boehm JK, Soo J, Zevon ES, Chen Y, Kim ES, Kubzansky LD. Longitudinal associations between psychological well-being and the consumption of fruits and vegetables. Health Psychol 2018; 37:959-967. [PMID: 30234355 DOI: 10.1037/hea0000643] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
BACKGROUND Psychological well-being is associated with longevity and reduced risk of disease, but possible mechanisms are understudied. Health behaviors like eating fruits and vegetables may link psychological well-being with better health; however, most evidence is cross-sectional. PURPOSE This study investigated psychological well-being's longitudinal association with fruit and vegetable consumption across as many as 7 years. METHOD Participants were 6,565 older adults from the English Longitudinal Study of Ageing, which includes men and women aged 50 years or older. Psychological well-being was assessed with 17 items from the Control, Autonomy, Satisfaction, Pleasure Scale. Fruit and vegetable consumption was initially assessed during 2006-2007 and then approximately every 2 years through 2012-2013. Covariates included sociodemographic factors, health status, and other health behaviors. RESULTS Mixed linear models showed that higher baseline levels of psychological well-being were associated with more fruit and vegetable consumption at baseline (β = 0.05, 95% confidence interval [CI] [0.02, 0.08]) and that fruit and vegetable consumption declined across time (β = -0.01, 95% CI [-0.02, -0.004]). Psychological well-being interacted significantly with time such that individuals with higher baseline psychological well-being had slower declines in fruit and vegetable consumption (β = 0.01, 95% CI [0.01, 0.02]). Among individuals who initially met recommendations to consume 5 or more servings of fruits and vegetables (N = 1,719), higher baseline psychological well-being was associated with 11% reduced risk of falling below recommended levels during follow-up (hazard ratio = 0.89, 95% CI [0.83, 0.95]). CONCLUSIONS Findings suggest that psychological well-being may be a precursor to healthy behaviors such as eating a diet rich in fruits and vegetables. (PsycINFO Database Record
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Affiliation(s)
| | - Jackie Soo
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health
| | - Emily S Zevon
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health
| | - Ying Chen
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health
| | - Eric S Kim
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health
| | - Laura D Kubzansky
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health
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18
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Abstract
UNLABELLED Patients with heart failure (HF) frequently struggle to adhere to health behaviors, and psychological factors may contribute to nonadherence. We examined the feasibility and acceptability of a 10-week, positive psychology (PP)-based intervention to promote health behavior adherence in patients (N = 10) with mild to moderate HF and suboptimal health behavior adherence. Participants engaged in weekly phone sessions, completed PP exercises (e.g., writing a gratitude letter, using a personal strength), and set goals related to diet, medication adherence, and physical activity. Feasibility was assessed by the number of sessions completed, and acceptability by participant ratings of ease and utility. Preliminary efficacy was measured by changes in psychological and adherence outcomes. The intervention was feasible (87% of exercises completed) and acceptable. Furthermore, in exploratory analyses, the intervention was associated with improvements in psychological and health behavior adherence outcomes. Larger, randomized trials are needed to further investigate the utility of this intervention. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT02938052.
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19
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Campbell KA, Healy BC, Celano CM, Albanese A, Millstein RA, Huffman JC. Predictors of completion of a psychological-behavioral intervention in acute coronary syndrome patients. J Psychosom Res 2018; 112:9-12. [PMID: 30097141 PMCID: PMC6090553 DOI: 10.1016/j.jpsychores.2018.06.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 05/06/2018] [Accepted: 06/11/2018] [Indexed: 10/14/2022]
Abstract
OBJECTIVE Dropout from health behavior interventions in patients with heart disease is a major clinical issue that can impact recovery and prognosis. Positive psychology (PP)-based treatments have the potential to promote health behaviors, but predictors of PP intervention completion have not been examined in persons with heart disease. METHODS Among 128 patients receiving a phone-based PP intervention to promote physical activity among acute coronary syndrome (ACS) patients, numerous baseline sociodemographic, medical, and psychological variables, along with self-reported pre/post improvements in happiness and optimism (on 0-10 Likert scales) associated with an initial PP exercise, were examined as potential predictors of intervention completion. Logistic and linear regression analyses were used to assess relationships between these predictors and (a) intervention completion (at least 4 of 8 sessions completed) and (b) number of total sessions completed. RESULTS No patient characteristic was associated with greater likelihood of completing the PP intervention. However, immediate pre-post change in optimism following the initial exercise was associated with intervention completion (odds ratio = 1.98; 95% confidence interval: 1.28-3.05; p = .002; mean post-exercise increase in optimism 0.79 [SD 1.52] in completers vs. mean optimism decrease of 0.59 [SD 1.42] in non-completers). CONCLUSIONS Pre-post change in optimism with a single PP activity predicted completion of an 8-week PP-based health behavior intervention in post-ACS patients. This information could be used clinically by having potential enrollees complete a single PP activity to assess intervention fit.
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Affiliation(s)
- Kirsti A Campbell
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Brian C Healy
- Harvard Medical School, Boston, MA, USA; Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher M Celano
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Ariana Albanese
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Rachel A Millstein
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Jeff C Huffman
- Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
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20
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Ali S, de Araújo Pio CS, Chaves GSS, Britto R, Cribbie R, Grace SL. Psychosocial well-being over the two years following cardiac rehabilitation initiation & association with heart-health behaviors. Gen Hosp Psychiatry 2018; 52:48-57. [PMID: 29631248 DOI: 10.1016/j.genhosppsych.2018.03.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Revised: 03/23/2018] [Accepted: 03/27/2018] [Indexed: 12/19/2022]
Abstract
OBJECTIVE To track psychosocial well-being over 2 years following cardiac rehabilitation (CR) initiation, and its' association with heart-health behaviors. METHODS Patients from 3 CR programs were approached at their first visit, and consenters completed a survey. Participants were emailed surveys again 6 months, 1 and 2 years later. Depressive symptoms (PHQ-8) and quality of life were assessed at each point, as were exercise, nutrition, smoking and medication adherence, among other well-being indicators. RESULTS Of 411 participants, 46.7% were retained at 2 years. Post-CR, there was 70% concordance between participants' desired and actual work status. Depressive symptoms were consistently minimal over time (mean = 3.17 ± 0.37); Quality of life was high, and increased over time (p = .01). At 2 years, 56.9% participants met exercise recommendations, and 5.4% smoked. With adjustment, greater self-regulation was associated with significantly greater exercise at intake; greater exercise self-efficacy was significantly associated with greater exercise at 1 year; greater disease management self-efficacy was significantly associated with greater exercise at 2 years; greater environmental mastery (actual) was significantly associated with greater exercise at 2 years. Lower depressive symptoms were significantly associated with better nutrition at 2 years. CONCLUSION CR initiators are thriving, and this relates to better exercise and diet.
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Affiliation(s)
- Saba Ali
- York University, Toronto, Ontario, Canada
| | | | - Gabriela S S Chaves
- York University, Toronto, Ontario, Canada; Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Raquel Britto
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Sherry L Grace
- York University, Toronto, Ontario, Canada; University Health Network, Toronto, Ontario, Canada; University of Toronto, Toronto, Ontario, Canada.
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21
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Mohammadi N, Aghayousefi A, Nikrahan GR, Adams CN, Alipour A, Sadeghi M, Roohafza H, Celano CM, Huffman JC. A randomized trial of an optimism training intervention in patients with heart disease. Gen Hosp Psychiatry 2018; 51:46-53. [PMID: 29316450 DOI: 10.1016/j.genhosppsych.2017.12.004] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 12/08/2017] [Accepted: 12/17/2017] [Indexed: 01/01/2023]
Abstract
OBJECTIVE Optimism is prospectively and independently associated with superior cardiac outcomes, but there has been minimal study of optimism-specific interventions in persons with cardiovascular illness. We aimed to examine the feasibility and impact of an optimism-promoting program among patients with heart disease in a randomized controlled trial. METHODS Participants (N=61) were outpatients, age 35-60, with coronary artery disease who were randomized to an 8-week in-person group-based optimism training intervention or an attention-matched educational control condition. Feasibility was assessed via rates of session attendance and exercise completion, and acceptability was assessed via weekly participant ratings of exercise ease, utility, and likelihood of continuation. The impact of the intervention was assessed via between-group differences in change from baseline optimism (Life Orientation Test-Revised [LOT-R]) and other psychological self-report outcomes at 8weeks (primary time point) and 16weeks, using random effects regression models. RESULTS Participants completed a mean of 6.8 (SD 1.2) sessions and 13.9 (SD 2.4) exercises, with mean ratings all >3.5/5 on measures of acceptability. The intervention was associated with greater improvement in optimism at 8weeks (β=5.13; 95% confidence interval [CI]=3.55, 6.70; p<0.001) and 16weeks; the intervention was also associated with greater improvements in life satisfaction, hope, and anxiety at both time points, though not with positive or negative affect. CONCLUSIONS A group-based optimism training program was feasible, acceptable, and associated with improvements in optimism and other psychological measures in cardiac patients. Future larger studies should examine effects on major clinical outcomes.
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Affiliation(s)
| | | | | | - Caitlin N Adams
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Ahmad Alipour
- Department of Psychology, Payame Noor University, Tehran, Iran
| | - Masoumeh Sadeghi
- Department of Cardiology, Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hamidreza Roohafza
- Department of Psychiatry, Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Christopher M Celano
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Jeff C Huffman
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
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22
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Use of text messages to increase positive affect and promote physical activity in patients with heart disease: The Promoting Activity in Cardiac Patients via Text Messages (PACT) pilot study. CURRENT PSYCHOLOGY 2018; 39:648-655. [PMID: 32982125 DOI: 10.1007/s12144-018-9785-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Adherence to physical activity in patients with serious heart disease is critical to recovery and survival. In-person programs to promote activity in cardiac patients have been poorly attended, and increasingly patients are focused on mobile, self-management-based approaches to health. Accordingly, we completed a one-arm trial of a novel one-way 14-day text message intervention among 40 patients with a prior acute coronary syndrome (ACS). The two-pronged psychological-behavioral intervention alternated daily messages focused on promoting psychological well-being with messages providing specific education/advice regarding physical activity. All messages were successfully transmitted, and nearly all participants found the intervention to be helpful (n=37; 92.5%) and performed at least one specific health-related action in response to a text message (n=35; 87.5%). Post-intervention, participants had improvements in happiness (Cohen's d=0.25), determination (d=0.37), depression (d=-0.01), and anxiety (d=-0.13), though not optimism. Moreover, participants reported an increase in moderate physical activity of 105 minutes/week (baseline: 261 [SD 265] minutes/week, follow-up: 366 [SD 519]; d=0.25). These improvements were largely maintained two weeks later, with further increases in physical activity (414 [SD 570] minutes/week). Text messaging focused on well-being and physical activity was well-accepted and associated with improvements in activity and mental health in this high-risk clinical population.
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Optimizing a Positive Psychology Intervention to Promote Health Behaviors After an Acute Coronary Syndrome: The Positive Emotions After Acute Coronary Events III (PEACE-III) Randomized Factorial Trial. Psychosom Med 2018; 80:526-534. [PMID: 29624523 PMCID: PMC6023730 DOI: 10.1097/psy.0000000000000584] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Despite the clear benefits of physical activity and related behaviors on prognosis, most patients experiencing an acute coronary syndrome (ACS) remain nonadherent to these behaviors. Deficits in positive psychological constructs (e.g., optimism) are linked to reduced participation in health behaviors, supporting the potential utility of a positive psychology (PP)-based intervention in post-ACS patients. Accordingly, we aimed to identify optimal components of a PP-based intervention to promote post-ACS physical activity. METHODS As part of a multiphase optimization strategy, we completed a randomized factorial trial with eight conditions in 128 post-ACS patients to efficiently identify best-performing intervention components. All participants received a PP-based intervention, with conditions varying in duration (presence/absence of booster sessions), intensity (weekly/daily PP exercises), and content (PP alone or combined with motivational interviewing), allowing three concurrent comparisons within the trial. The study aims included assessments of the overall feasibility, acceptability, and impact of the intervention, along with the primary aim of determining which components were associated with objectively measured physical activity and self-reported health behavior adherence at 16 weeks, assessed using longitudinal models. RESULTS The intervention was well accepted and associated with substantial improvements in behavioral and psychological outcomes. Booster sessions were associated with greater activity to a nearly significant degree (β = 8.58, 95% confidence interval = -0.49-17.65, effect size difference = .43, p = .064), motivational interviewing was associated with overall adherence (β = 0.95, 95% confidence interval = 0.02-1.87, effect size difference = .39, p = .044), and weekly exercise completion was generally superior to daily. CONCLUSIONS These findings will enable optimization of the PP-based intervention in preparation for a well-powered controlled trial. CLINICAL TRIAL REGISTRATION Clinicaltrials.gov, NCT02754895.
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Huffman JC, Adams CN, Celano CM. Collaborative Care and Related Interventions in Patients With Heart Disease: An Update and New Directions. PSYCHOSOMATICS 2017; 59:1-18. [PMID: 29078987 DOI: 10.1016/j.psym.2017.09.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 09/13/2017] [Accepted: 09/13/2017] [Indexed: 12/29/2022]
Abstract
BACKGROUND Psychiatric disorders, such as depression, are very common in cardiac patients and are independently linked to adverse cardiac outcomes, including mortality. Collaborative care and other integrated care models have been used successfully to manage psychiatric conditions in patients with heart disease, with beneficial effects on function and other outcomes. Novel programs using remote delivery of mental health interventions and promotion of psychological well-being may play an increasingly large role in supporting cardiovascular health. METHODS We review prior studies of standard and expanded integrated care programs among patients with cardiac disease, examine contemporary intervention delivery methods (e.g., Internet or mobile phone) that could be adapted for these programs, and outline mental health-related interventions to promote healthy behaviors and overall recovery across all cardiac patients. RESULTS Standard integrated care models for mental health disorders are effective at improving mood, anxiety, and function in patients with heart disease. Novel, "blended" collaborative care models may have even greater promise in improving cardiac outcomes, and interfacing with cardiac patients via mobile applications, text messages, and video visits may provide additional benefit. A variety of newer interventions using stress management, mindfulness, or positive psychology have shown promising effects on mental health, health behaviors, and overall cardiac outcomes. CONCLUSIONS Further study of novel applications of collaborative care and related interventions is warranted given the potential of these programs to increase the reach and effect of mental health interventions in patients with heart disease.
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Affiliation(s)
- Jeff C Huffman
- Department of Psychiatry, Harvard Medical School, Boston, MA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA.
| | - Caitlin N Adams
- Department of Psychiatry, Harvard Medical School, Boston, MA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA
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Huffman JC, Legler SR, Boehm JK. Positive psychological well-being and health in patients with heart disease: a brief review. Future Cardiol 2017; 13:443-450. [PMID: 28828901 DOI: 10.2217/fca-2017-0016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Poor psychological health (e.g., depression and anxiety) is prospectively associated with adverse cardiac outcomes. In contrast, there is increasing evidence that positive psychological constructs like happiness, optimism and gratitude are independently and prospectively linked to better health behaviors and superior cardiac prognosis in people with and without heart disease. However, a critical question is whether such positive states and traits are modifiable. Recent studies of systematic positive psychology interventions designed to promote well-being have shown promise in patients with heart disease, and more data are needed to learn whether these interventions are effective and whether they can be broadly applied to impact public health.
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Affiliation(s)
- Jeff C Huffman
- Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Sean R Legler
- Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Julia K Boehm
- Department of Psychology, Chapman University, Orange, CA 92866, USA
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