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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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Huffman JC, Feig EH, Zambrano J, Celano CM. Positive Psychology Interventions in Medical Populations: Critical Issues in Intervention Development, Testing, and Implementation. AFFECTIVE SCIENCE 2023; 4:59-71. [PMID: 37070006 PMCID: PMC10105001 DOI: 10.1007/s42761-022-00137-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 06/20/2022] [Indexed: 11/05/2022]
Abstract
Positive psychological well-being is prospectively associated with superior health outcomes. Positive psychology interventions have promise as a potentially feasible and effective means of increasing well-being and health in those with medical illness, and several initial studies have shown the potential of such programs in medical populations. At the same time, numerous key issues in the existing positive psychology literature must be addressed to ensure that these interventions are optimally effective. These include (1) assessing the nature and scope of PPWB as part of intervention development and application; (2) identifying and utilizing theoretical models that can clearly outline potential mechanisms by which positive psychology interventions may affect health outcomes; (3) determining consistent, realistic targets for positive psychology interventions; (4) developing consistent approaches to the promotion of positive psychological well-being; (5) emphasizing the inclusion of diverse samples in treatment development and testing; and (6) considering implementation and scalability from the start of intervention development to ensure effective real-world application. Attention to these six domains could greatly facilitate the generation of effective, replicable, and easily adopted positive psychology programs for medical populations with the potential to have an important impact on public health.
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Affiliation(s)
- Jeff C. Huffman
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114 USA
- Department of Psychiatry, Harvard Medical School, MB Boston, USA
| | - Emily H. Feig
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114 USA
- Department of Psychiatry, Harvard Medical School, MB Boston, USA
| | - Juliana Zambrano
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114 USA
- Department of Psychiatry, Harvard Medical School, MB Boston, USA
| | - Christopher M. Celano
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114 USA
- Department of Psychiatry, Harvard Medical School, MB Boston, 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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Huffman JC, Harnedy LE, Massey CN, Carrillo A, Feig EH, Chung WJ, Celano CM. A phone and text message intervention to improve physical activity in midlife: initial feasibility testing. Health Psychol Behav Med 2022; 10:291-315. [PMID: 35295924 PMCID: PMC8920368 DOI: 10.1080/21642850.2022.2049796] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/01/2022] [Indexed: 10/29/2022] Open
Abstract
Background Physical activity during midlife (ages 45-64) plays a major role in the prevention of chronic and serious medical conditions. Unfortunately, many midlife adults struggle to be physically active in the setting of low levels of psychological well-being and the management of multiple confluent sources of stress. Effective, scalable, midlife-specific interventions are needed to promote physical activity and prevent the development of chronic medical conditions. Objectives In an initial proof-of-concept trial, we assessed the feasibility and acceptability of a new, midlife-adapted, phone- and text message-based intervention using positive psychology (PP) skill-building and motivational interviewing (MI) techniques. We secondarily analyzed post-intervention changes in accelerometer-measured physical activity and self-reported outcomes. Methods The PP-MI intervention included six weekly phone sessions with a study trainer, with completion of PP activities and physical activity goals between calls, and in the subsequent six weeks briefer phone check-ins were conducted. Text messages over the 12-week intervention period were utilized to support participants and identify barriers to goal completion. Feasibility (session completion rates) and acceptability (participant ratings of intervention ease and utility) were assessed via descriptive statistics, and pre-post improvements in psychological, functional, and physical activity outcomes at 12 weeks were examined via mixed effects regression models. Results Twelve midlife adults with low baseline physical activity enrolled in the single-arm trial. Overall, 76.8% of all possible sessions were completed by participants, and mean ratings of weekly phone sessions were 8.9/10 (SD 1.6), exceeding our a priori thresholds for feasibility and acceptability. Participants demonstrated generally medium to large effect size magnitude improvements in accelerometer-measured physical activity, psychological outcomes, and function. Conclusions A novel, midlife-specific phone- and text-based PP-MI intervention was feasible and had promising effects on physical activity and other clinically relevant outcomes, supporting next-step testing of this program via a randomized controlled trial.
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Affiliation(s)
- Jeff C. Huffman
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Lauren E. Harnedy
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Christina N. Massey
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Alba Carrillo
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Instituto Polibienestar, University of Valencia, Valencia, Spain
| | - Emily H. Feig
- 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
| | - Christopher M. Celano
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
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Feig EH, Harnedy LE, Celano CM, Huffman JC. Increase in Daily Steps During the Early Phase of a Physical Activity Intervention for Type 2 Diabetes as a Predictor of Intervention Outcome. Int J Behav Med 2021; 28:834-839. [PMID: 33575971 DOI: 10.1007/s12529-021-09966-0] [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] [Accepted: 01/27/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND This pilot study aimed to test whether increase in daily steps and day-to-day consistency in daily steps during the first several weeks of a physical activity intervention predicted outcomes. METHODS This was a secondary analysis from two concurrent studies testing a positive psychology-motivational interviewing intervention to increase physical activity and positive affect in individuals with type 2 diabetes. Steps were measured with accelerometers at study assessments (baseline, end-of-treatment, and 8-week follow-up) and were measured daily throughout the intervention by participants using provided pedometers. We calculated change in steps from intervention week 1 to week 3, along with variability in daily steps over the first 3 weeks, using the best fitting regression line modeling their change. Multiple regression analyses tested whether these predictors were associated with change in physical activity at the end of treatment and at 8-week follow-up. Additionally, we explored the utility of specific cutoffs (e.g., 500 steps) for early step change using a minimum p-value approach. RESULTS In 52 participants, larger step increases by week 3 predicted activity increase at end-of-treatment and follow-up. Variability in early steps was not associated with outcomes. Early increase cutoffs of 500 and 2000 steps may have practical relevance. CONCLUSION Early response to a physical activity intervention appears to be a useful predictor of outcome and could be used to identify those unlikely to succeed in a given intervention early in treatment. TRIAL REGISTRATION ClinicalTrials.gov identifiers NCT03150199 and NCT03001999.
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Affiliation(s)
- Emily H Feig
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA. .,Department of Psychiatry, Harvard Medical School, Boston, MA, 02215, USA.
| | - Lauren E Harnedy
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
| | - Christopher M Celano
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, 02215, USA
| | - Jeff C Huffman
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, 02215, USA
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