1
|
Agustiningsih D, Wibawa T. Demystifying roles of exercise in immune response regulation against acute respiratory infections: A narrative review. SPORTS MEDICINE AND HEALTH SCIENCE 2024; 6:139-153. [PMID: 38708320 PMCID: PMC11067861 DOI: 10.1016/j.smhs.2024.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 01/09/2024] [Accepted: 01/19/2024] [Indexed: 05/07/2024] Open
Abstract
The benefits of physical activity and exercise, especially those classified as moderate-to-vigorous activity (MVPA), have been well-established in preventing non-communicable diseases and mental health problems in healthy adults. However, the relationship between physical activity and exercise and the prevention and management of acute respiratory infection (ARI), a global high-burden disease, has been inconclusive. There have been debates and disagreements among scientific publications regarding the relationship between exercise and immune response against the causative agents of ARI. This narrative review aims to explore the theory that sufficiently explains the correlation between exercise, immune response, and ARI. The potential root causes of discrepancies come from research associated with the "open window" hypothesis. The studies have several limitations, and future improvements to address them are urgently needed in the study design, data collection, exercise intervention, subject recruitment, biomarkers for infection and inflammation, nutritional and metabolism status, and in addressing confounding variables. In conclusion, data support the clinical advantages of exercise have a regulatory contribution toward improving the immune response, which in turn potentially protects humans fromARI. However, the hypothesis related to its negative effect must be adopted cautiously.
Collapse
Affiliation(s)
- Denny Agustiningsih
- Department of Physiology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
| | - Tri Wibawa
- Department of Microbiology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
| |
Collapse
|
2
|
Mortimer PS, Pearson M, Gawrysiak P, Riches K, Keeley V, Tew KF, Cranwell EJ. LymphActiv: A Digital Physical Activity Behavior Intervention for the Treatment of Lymphedema and Lipedema. Lymphat Res Biol 2024; 22:112-119. [PMID: 38394133 DOI: 10.1089/lrb.2023.0033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024] Open
Abstract
Background: Lymphedema and lipedema are debilitating conditions with no proven drug or surgical therapy. Effective treatment requires self-management through movement and compression to reduce limb volume and the incidence of cellulitis. The addition of personalized everyday physical activity (PA) could be transformative, increasing the therapy window to include all waking hours per week and enabling an increased dose of PA. Aim: This service evaluation aimed to determine the feasibility of LymphActiv as a treatment option for lymphedema and lipedema patients. Methods: This service evaluation followed an open observational cohort design, including 55 patients who participated in LymphActiv over 24 weeks. Patients wore an objective PA monitor and interacted with their data in an online dashboard, alongside remote mentor support. Primary outcomes were changes to PA, body weight, limb volume and quality of life. Clinical assessments occurred at baseline and after the 24-week program. Noncompleters were used as a quasi-control group for comparison. Results: Thirty-seven patients completed, of which 81% improved PA. On average, completers reduced their right and left lower limb volumes by -1.8% and -2.1%, respectively. Completers also experienced small average weight losses of -1.2 kg. Noncompleters experienced small average increases in each of these outcome measures. Discussion: These results establish the value of LymphActiv, providing benefit to patients who might otherwise have deteriorated. For services, this could lead to substantial cost-savings through reduced admissions, greater patient independence, and less need for community health care input. The next step is to undertake a randomized, controlled trial comparing the intervention with standard care.
Collapse
Affiliation(s)
- Peter S Mortimer
- Department of Dermatology, Molecular and Clinical Sciences Institute, St. George's University Hospital NHS Foundation Trust, London, United Kingdom
| | - Mark Pearson
- Department of Dermatology, Molecular and Clinical Sciences Institute, St. George's University Hospital NHS Foundation Trust, London, United Kingdom
| | - Patryk Gawrysiak
- Department of Dermatology, Molecular and Clinical Sciences Institute, St. George's University Hospital NHS Foundation Trust, London, United Kingdom
| | - Katie Riches
- Department of Dermatology, Royal Derby Hospital, Derby, United Kingdom
| | - Vaughan Keeley
- Department of Dermatology, Royal Derby Hospital, Derby, United Kingdom
- Department of Medicine, University of Nottingham Medical School, Nottingham, United Kingdom
| | - Kirstie F Tew
- Department of Physical Activity Science, KiActiv®, London, United Kingdom
| | - Ewan J Cranwell
- Department of Physical Activity Science, KiActiv, London, United Kingdom
| |
Collapse
|
3
|
Tong HL, Alnasser A, Alshahrani NZ, Bawaked RA, AlAhmed R, Alsukait RF, Rakic S, Cetinkaya V, Al-Hazzaa HM, Alqahtani SA. The Use of Mobile Technologies to Promote Physical Activity and Reduce Sedentary Behaviors in the Middle East and North Africa Region: Systematic Review and Meta-Analysis. J Med Internet Res 2024; 26:e53651. [PMID: 38502160 PMCID: PMC10988381 DOI: 10.2196/53651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 12/01/2023] [Accepted: 02/12/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND The Middle East and North Africa (MENA) region faces unique challenges in promoting physical activity and reducing sedentary behaviors, as the prevalence of insufficient physical activity is higher than the global average. Mobile technologies present a promising approach to delivering behavioral interventions; however, little is known about the effectiveness and user perspectives on these technologies in the MENA region. OBJECTIVE This study aims to evaluate the effectiveness of mobile interventions targeting physical activity and sedentary behaviors in the MENA region and explore users' perspectives on these interventions as well as any other outcomes that might influence users' adoption and use of mobile technologies (eg, appropriateness and cultural fit). METHODS A systematic search of 5 databases (MEDLINE, Embase, CINAHL, Scopus, and Global Index Medicus) was performed. Any primary studies (participants of all ages regardless of medical condition) conducted in the MENA region that investigated the use of mobile technologies and reported any measures of physical activity, sedentary behaviors, or user perceptions were included. We conducted a narrative synthesis of all studies and a meta-analysis of randomized controlled trials (RCTs). The Cochrane risk-of-bias tool was used to assess the quality of the included RCTs; quality assessment of the rest of the included studies was completed using the relevant Joanna Briggs Institute critical appraisal tools. RESULTS In total, 27 articles describing 22 interventions (n=10, 37% RCTs) and 4 (15%) nonexperimental studies were included (n=6141, 46% women). Half (11/22, 50%) of the interventions included mobile apps, whereas the other half examined SMS. The main app functions were goal setting and self-monitoring of activity, whereas SMS interventions were primarily used to deliver educational content. Users in experimental studies described several benefits of the interventions (eg, gaining knowledge and receiving reminders to be active). Engagement with the interventions was poorly reported; few studies (8/27, 30%) examined users' perspectives on the appropriateness or cultural fit of the interventions. Nonexperimental studies examined users' perspectives on mobile apps and fitness trackers, reporting several barriers to their use, such as perceived lack of usefulness, loss of interest, and technical issues. The meta-analysis of RCTs showed a positive effect of mobile interventions on physical activity outcomes (standardized mean difference=0.45, 95% CI 0.17-0.73); several sensitivity analyses showed similar results. The trim-and-fill method showed possible publication bias. Only 20% (2/10) of the RCTs measured sedentary behaviors; both reported positive changes. CONCLUSIONS The use of mobile interventions for physical activity and sedentary behaviors in the MENA region is in its early stages, with preliminary evidence of effectiveness. Policy makers and researchers should invest in high-quality studies to evaluate long-term effectiveness, intervention engagement, and implementation outcomes, which can inform the design of culturally and socially appropriate interventions for countries in the MENA region. TRIAL REGISTRATION PROSPERO CRD42023392699; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=392699.
Collapse
Affiliation(s)
- Huong Ly Tong
- Cultural and Indigenous Research Centre Australia, Redfern, Australia
- The World Bank Group, Washington, DC, United States
| | - Aroub Alnasser
- Department of Food Science and Nutrition, King Saud University, Riyadh, Saudi Arabia
| | - Najim Z Alshahrani
- Department of Family and Community Medicine, Faculty of Medicine, University of Jeddah, Jeddah, Saudi Arabia
| | - Rowaedh A Bawaked
- Department of Public Health, Saudi Electronic University, Riyadh, Saudi Arabia
| | - Reem AlAhmed
- Department of Biostatistics, Epidemiology and Scientific Computing, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia
| | | | | | | | - Hazzaa M Al-Hazzaa
- Health Sciences Research Center, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Saleh A Alqahtani
- Organ Transplant Center of Excellence, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia
- Division of Gastroenterology & Hepatology, Johns Hopkins University, Baltimore, MD, United States
| |
Collapse
|
4
|
Master H, Coronado RA, Whitaker S, Block S, Vanston SW, Pennings JS, Gupta R, Robinette P, Stephens B, Abtahi A, Schwarz J, Archer KR. Combining Wearable Technology and Telehealth Counseling for Rehabilitation After Lumbar Spine Surgery: Feasibility and Acceptability of a Physical Activity Intervention. Phys Ther 2024; 104:pzad096. [PMID: 37478463 PMCID: PMC10851843 DOI: 10.1093/ptj/pzad096] [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: 01/17/2023] [Revised: 04/24/2023] [Accepted: 07/12/2023] [Indexed: 07/23/2023]
Abstract
OBJECTIVE The purpose of this study was to examine the feasibility and acceptability of a wearable device and telehealth counseling physical activity intervention early after lumbar spine surgery. METHODS Sixteen patients were randomized to an 8-session physical activity intervention or to usual postoperative care after surgery. The intervention included a wearable device (ie, Fitbit) and telehealth counseling by a licensed physical therapist. The feasibility of study procedures was assessed through recruitment, randomization, retention, and participation rates. Acceptability was assessed through a satisfaction survey and median within-participant change in objective physical activity (steps per day and time spent in moderate-to-vigorous physical activity [MVPA]) and patient-reported outcomes. RESULTS Of 64 participants who were eligible, recruitment and randomization rates were 41 and 62%, respectively. Retention for objective physical activity and patient-reported outcomes was 94 and 100%, respectively, at 6-month follow-up. Seven (88%) participants in the intervention group completed all telehealth sessions, and 6 (75%) met step goals over the 8 sessions. All participants in the intervention group found the wearable device and telehealth counseling to be helpful and reported it much or somewhat more important than other postoperative services. Median within-participant change for steps per day improved from baseline (preoperative) to 6 months after surgery for both the intervention (1070) and usual care (679) groups, while MVPA only improved for the intervention group (2.2. minutes per day). Improvements in back and leg pain and disability were noted for both groups. No adverse events were reported in the study. CONCLUSION Combining wearable technology and telehealth counseling is a feasible approach to promote the physical activity during the early postoperative period after spine surgery. Future randomized controlled trials are needed to investigate the efficacy of leveraging wearables and telehealth during postoperative rehabilitation. IMPACT This study has implications for the clinical dissemination of physical activity strategies in the rehabilitation setting.
Collapse
Affiliation(s)
- Hiral Master
- Vanderbilt Institute of Clinical & Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Rogelio A Coronado
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Health, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sarah Whitaker
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Shannon Block
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Susan W Vanston
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jacquelyn S Pennings
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Rishabh Gupta
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Payton Robinette
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Byron Stephens
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Amir Abtahi
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jacob Schwarz
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kristin R Archer
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Physical Medicine and Rehabilitation, Osher Center for Integrative Health, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| |
Collapse
|
5
|
Hezer B, Massey EK, Reinders ME, Tielen M, van de Wetering J, Hesselink DA, van den Hoogen MW. Telemedicine for Kidney Transplant Recipients: Current State, Advantages, and Barriers. Transplantation 2024; 108:409-420. [PMID: 37264512 PMCID: PMC10798592 DOI: 10.1097/tp.0000000000004660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 04/02/2023] [Accepted: 04/04/2023] [Indexed: 06/03/2023]
Abstract
Telemedicine is defined as the use of electronic information and communication technologies to provide and support healthcare at a distance. In kidney transplantation, telemedicine is limited but is expected to grow markedly in the coming y. Current experience shows that it is possible to provide transplant care at a distance, with benefits for patients like reduced travel time and costs, better adherence to medication and appointment visits, more self-sufficiency, and more reliable blood pressure values. However, multiple barriers in different areas need to be overcome for successful implementation, such as recipients' preferences, willingness, skills, and digital literacy. Moreover, in many countries, limited digital infrastructure, legislation, local policy, costs, and reimbursement issues could be barriers to the implementation of telemedicine. Finally, telemedicine changes the way transplant professionals provide care, and this transition needs time, training, willingness, and acceptance. This review discusses the current state and benefits of telemedicine in kidney transplantation, with the aforementioned barriers, and provides an overview of future directions on telemedicine in kidney transplantation.
Collapse
Affiliation(s)
- Bartu Hezer
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Department of Internal Medicine, Rotterdam, the Netherlands
| | - Emma K. Massey
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Department of Internal Medicine, Rotterdam, the Netherlands
| | - Marlies E.J. Reinders
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Department of Internal Medicine, Rotterdam, the Netherlands
| | - Mirjam Tielen
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Department of Internal Medicine, Rotterdam, the Netherlands
| | - Jacqueline van de Wetering
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Department of Internal Medicine, Rotterdam, the Netherlands
| | - Dennis A. Hesselink
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Department of Internal Medicine, Rotterdam, the Netherlands
| | - Martijn W.F. van den Hoogen
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Department of Internal Medicine, Rotterdam, the Netherlands
| |
Collapse
|
6
|
Longhini J, Marzaro C, Bargeri S, Palese A, Dell'Isola A, Turolla A, Pillastrini P, Battista S, Castellini G, Cook C, Gianola S, Rossettini G. Wearable Devices to Improve Physical Activity and Reduce Sedentary Behaviour: An Umbrella Review. SPORTS MEDICINE - OPEN 2024; 10:9. [PMID: 38219269 PMCID: PMC10788327 DOI: 10.1186/s40798-024-00678-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 01/03/2024] [Indexed: 01/16/2024]
Abstract
BACKGROUND Several systematic reviews (SRs), with and without meta-analyses, have investigated the use of wearable devices to improve physical activity, and there is a need for frequent and updated syntheses on the topic. OBJECTIVE We aimed to evaluate whether using wearable devices increased physical activity and reduced sedentary behaviour in adults. METHODS We conducted an umbrella review searching PubMed, Cumulative Index to Nursing and Allied Health Literature, the Cochrane Library, MedRxiv, Rxiv and bioRxiv databases up to February 5th, 2023. We included all SRs that evaluated the efficacy of interventions when wearable devices were used to measure physical activity in adults aged over 18 years. The primary outcomes were physical activity and sedentary behaviour measured as the number of steps per day, minutes of moderate to vigorous physical activity (MVPA) per week, and minutes of sedentary behaviour (SB) per day. We assessed the methodological quality of each SR using the Assessment of Multiple Systematic Reviews, version 2 (AMSTAR 2) and the certainty of evidence of each outcome measure using the GRADE (Grading of Recommendations, Assessment, Development, and Evaluations). We interpreted the results using a decision-making framework examining the clinical relevance and the concordances or discordances of the SR effect size. RESULTS Fifty-one SRs were included, of which 38 included meta-analyses (302 unique primary studies). Of the included SRs, 72.5% were rated as 'critically low methodological quality'. Overall, with a slight overlap of primary studies (corrected cover area: 3.87% for steps per day, 3.12% for MVPA, 4.06% for SB) and low-to-moderate certainty of the evidence, the use of WDs may increase PA by a median of 1,312.23 (IQR 627-1854) steps per day and 57.8 (IQR 37.7 to 107.3) minutes per week of MVPA. Uncertainty is present for PA in pathologies and older adults subgroups and for SB in mixed and older adults subgroups (large confidence intervals). CONCLUSIONS Our findings suggest that the use of WDs may increase physical activity in middle-aged adults. Further studies are needed to investigate the effects of using WDs on specific subgroups (such as pathologies and older adults) in different follow-up lengths, and the role of other intervention components.
Collapse
Affiliation(s)
- Jessica Longhini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | | | - Silvia Bargeri
- Unit of Clinical Epidemiology, IRCCS Istituto Ortopedico Galeazzi, Milan, Italy
| | - Alvisa Palese
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Andrea Dell'Isola
- Department of Clinical Sciences Lund, Clinical Epidemiology Unit, Orthopedics, Lund University, Lund, Sweden
| | - Andrea Turolla
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum Università di Bologna, Bologna, Italy
- Unit of Occupational Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Paolo Pillastrini
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum Università di Bologna, Bologna, Italy
- Unit of Occupational Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Simone Battista
- Department of Clinical Sciences Lund, Clinical Epidemiology Unit, Orthopedics, Lund University, Lund, Sweden
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Campus of Savona, Savona, Italy
| | - Greta Castellini
- Unit of Clinical Epidemiology, IRCCS Istituto Ortopedico Galeazzi, Milan, Italy
| | - Chad Cook
- Department of Orthopaedics, Division of Physical Therapy, Duke University, Durham, NC, USA
| | - Silvia Gianola
- Unit of Clinical Epidemiology, IRCCS Istituto Ortopedico Galeazzi, Milan, Italy.
| | - Giacomo Rossettini
- School of Physiotherapy, University of Verona, Verona, Italy
- Department of Human Neurosciences, University of Roma "Sapienza Roma", Rome, Italy
- Department of Physiotherapy, Faculty of Sport Sciences, Universidad Europea de Madrid, Calle Tajo s/n, Villaviciosa de Odón 28670, Spain
| |
Collapse
|
7
|
Yanagisawa T, Tatematsu N, Horiuchi M, Migitaka S, Yasuda S, Itatsu K, Kubota T, Sugiura H. The association between objectively measured preoperative light-intensity physical activity and postoperative ambulation in patients with gastrointestinal cancer. J Phys Ther Sci 2024; 36:1-8. [PMID: 38186968 PMCID: PMC10766408 DOI: 10.1589/jpts.36.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 09/28/2023] [Indexed: 01/09/2024] Open
Abstract
[Purpose] To clarify the association between preoperative physical activity and postoperative ambulation based on physical activity intensity, and independent of functional capacity and depression, in patients with gastrointestinal cancer. [Participants and Methods] Seventy patients who underwent surgery for primary colorectal or gastric cancer were enrolled. Preoperative moderate-to-vigorous-intensity physical activity, light-intensity physical activity, and sedentary behavior were assessed using an accelerometer. The primary outcome was the days to postoperative first ambulation (capable of independently and continuously walking 150 m). Functional capacity and depression, as confounders, were evaluated by measuring the 6-minute walk distance and using the Hospital Anxiety and Depression Scale. [Results] Of the 70 patients, 28 had insufficient accelerometer data, and 42 were included in the analysis. Preoperative light-intensity physical activity, but not moderate-to-vigorous-intensity physical activity and sedentary behavior, was negatively associated with the days to postoperative first ambulation, after adjusting for age, preoperative functional capacity, and preoperative depression. [Conclusion] Preoperative light-intensity physical activity was associated with the days to postoperative ambulation independently of age, functional capacity, and depression. Hence, predicting delayed ambulation by preoperative light-intensity physical activity in patients with gastrointestinal cancer may be useful.
Collapse
Affiliation(s)
- Takuya Yanagisawa
- Department of Rehabilitation, Kamiiida Daiichi General
Hospital, Japan
| | - Noriatsu Tatematsu
- Department of Integrated Health Sciences, Nagoya University
Graduate School of Medicine: 1-1-20 Daiko-minami, Higashi-ku, Nagoya-shi, Aichi 461-8673,
Japan
| | - Mioko Horiuchi
- Department of Rehabilitation, Kamiiida Daiichi General
Hospital, Japan
| | - Saki Migitaka
- Department of Rehabilitation, Kamiiida Daiichi General
Hospital, Japan
| | - Shotaro Yasuda
- Department of Rehabilitation, Kamiiida Daiichi General
Hospital, Japan
| | - Keita Itatsu
- Department of Surgery, Kamiiida Daiichi General Hospital,
Japan
| | - Tomoyuki Kubota
- Department of Breast Surgery, Kamiiida Daiichi General
Hospital, Japan
| | - Hideshi Sugiura
- Department of Integrated Health Sciences, Nagoya University
Graduate School of Medicine: 1-1-20 Daiko-minami, Higashi-ku, Nagoya-shi, Aichi 461-8673,
Japan
| |
Collapse
|
8
|
Carter L, Ford CD. Promoting physical activity in clinical practice through wearable technology. J Am Assoc Nurse Pract 2023; 35:765-769. [PMID: 37249382 DOI: 10.1097/jxx.0000000000000892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 04/20/2023] [Indexed: 05/31/2023]
Abstract
ABSTRACT The negative health consequences of physical inactivity continue to be a global problem that must be addressed from the highest levels of government down to local primary care providers. Physical activity has been identified as a useful patient vital sign in health care. Advanced practice nurses should aggressively prescribe physical activity as an evidence-based intervention to help mitigate the increased mortality and morbidity associated with a sedentary lifestyle. A focused literature review was conducted using PubMed, CINAHL, and the Cochrane online databases. Fitness wearables and mobile health trackers are a catalyst for lifestyle behavior change and cultivate a health care partnership between the patient and their provider. The evolution of fitness wearables into mainstream health care hinges on the ability of devices to integrate into electronic health records, uniformity of manufacturer standards, intuitiveness, and the assurance of user privacy and security. It is incumbent on nurse practitioners to educate themselves about the reliability and practicality of fitness trackers for their patient population. Future research should focus on adopting quality standards for all consumer devices, the seamless integration of device data into electronic health records and ensuring personal privacy and security.
Collapse
Affiliation(s)
- LaGary Carter
- College of Nursing and Health Sciences, Valdosta State University, Valdosta, Georgia
| | - Cassandra D Ford
- Capstone College of Nursing, The University of Alabama, Tuscaloosa, Alabama
| |
Collapse
|
9
|
Demers M, Cain A, Bishop L, Gunby T, Rowe JB, Zondervan DK, Winstein CJ. Understanding stroke survivors' preferences regarding wearable sensor feedback on functional movement: a mixed-methods study. J Neuroeng Rehabil 2023; 20:146. [PMID: 37915055 PMCID: PMC10621082 DOI: 10.1186/s12984-023-01271-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 10/23/2023] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND In stroke rehabilitation, wearable technology can be used as an intervention modality by providing timely, meaningful feedback on motor performance. Stroke survivors' preferences may offer a unique perspective on what metrics are intuitive, actionable, and meaningful to change behavior. However, few studies have identified feedback preferences from stroke survivors. This project aims to determine the ease of understanding and movement encouragement of feedback based on wearable sensor data (both arm/hand use and mobility) for stroke survivors and to identify preferences for feedback metrics (mode, content, frequency, and timing). METHODS A sample of 30 chronic stroke survivors wore a multi-sensor system in the natural environment over a 1-week monitoring period. The sensor system captured time in active movement of each arm, arm use ratio, step counts and stance time symmetry. Using the data from the monitoring period, participants were presented with a movement report with visual displays of feedback about arm/hand use, step counts and gait symmetry. A survey and qualitative interview were used to assess ease of understanding, actionability and components of feedback that users found most meaningful to drive lasting behavior change. RESULTS Arm/hand use and mobility sensor-derived feedback metrics were easy to understand and actionable. The preferred metric to encourage arm/hand use was the hourly arm use bar plot, and similarly the preferred metric to encourage mobility was the hourly steps bar plot, which were each ranked as top choice by 40% of participants. Participants perceived that quantitative (i.e., step counts) and qualitative (i.e., stance time symmetry) mobility metrics provided complementary information. Three main themes emerged from the qualitative analysis: (1) Motivation for behavior change, (2) Real-time feedback based on individual goals, and (3) Value of experienced clinicians for prescription and accountability. Participants stressed the importance of having feedback tailored to their own personalized goals and receiving guidance from clinicians on strategies to progress and increase functional movement behavior in the unsupervised home and community setting. CONCLUSION The resulting technology has the potential to integrate engineering and personalized rehabilitation to maximize participation in meaningful life activities outside clinical settings in a less structured environment.
Collapse
Affiliation(s)
- Marika Demers
- Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA, USA.
- School of Rehabilitation, University of Montreal, 7077 Ave. du Parc, Montreal, QC, H3N 1X7, Canada.
| | - Amelia Cain
- Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA, USA
| | - Lauri Bishop
- Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA, USA
| | - Tanisha Gunby
- Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA, USA
| | | | | | - Carolee J Winstein
- Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA, USA
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| |
Collapse
|
10
|
Li J, Yang H, Song X, Qiao M, Tao H, Niu W, Chen J, Wang L. Effectiveness of social media with or without wearable devices to improve physical activity and reduce sedentary behavior: A randomized controlled trial of Chinese postgraduates. Heliyon 2023; 9:e20400. [PMID: 37767499 PMCID: PMC10520806 DOI: 10.1016/j.heliyon.2023.e20400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 09/21/2023] [Accepted: 09/22/2023] [Indexed: 09/29/2023] Open
Abstract
The present study was aimed to verify whether an integrating of wearable activity tracker device and a social media intervention strategy would be better than a standalone social media intervention for improving physical activity (PA) and reducing sedentary time for Chinese postgraduate population. A total of 42 full-time postgraduate students participated in this study, which were randomized to receive a 4-week social media intervention through WeChat either with (Wearable Device group) or without (control group) a wearable activity tracker device. Energy expenditure, step counts, moderate to vigorous physical activity time (MVPA) and sedentary time were assessed before and after the intervention. Besides, anthropometric parameters of body weight, body mass index, body fat rate, waist-to-hip ratio, as well as self-reported quality of life were also evaluated. It was found that both energy expenditure and step counts were significantly increased, while sedentary time was significantly reduced during the post-intervention test compared to the baseline test for Wearable Device group. No significant difference of PA was found for the control group. The results demonstrated that the integrating of wearable activity tracker device and a social media intervention was effective in promoting PA, while a standalone social media intervention may have no effect on the influence of PA for Chinese postgraduates.
Collapse
Affiliation(s)
- Jiaqi Li
- Sport and Health Research Center, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), Physical Education Department, Tongji University, Shanghai, China
| | - Hua Yang
- Shaanxi Institute of Sports Science, No. 303 Zhangba East Road, Xi'an City, Shaanxi Province, 710065, China
| | - Xiaoqian Song
- Sport and Health Research Center, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), Physical Education Department, Tongji University, Shanghai, China
| | - Minjie Qiao
- Sport and Health Research Center, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), Physical Education Department, Tongji University, Shanghai, China
| | - Haifeng Tao
- Sport and Health Research Center, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), Physical Education Department, Tongji University, Shanghai, China
| | - Wenxin Niu
- School of Medicine, Tongji University, Shanghai, China
| | - Jingyuan Chen
- Sport and Health Research Center, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), Physical Education Department, Tongji University, Shanghai, China
| | - Lejun Wang
- Sport and Health Research Center, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), Physical Education Department, Tongji University, Shanghai, China
| |
Collapse
|
11
|
Vetrovsky T, Siranec M, Frybova T, Gant I, Semerad M, Miklikova M, Bunc V, Vesely J, Stastny J, Griva M, Precek J, Pelouch R, Parenica J, Jarkovsky J, Belohlavek J. Statistical analysis plan for a randomized controlled trial examining pedometer-based walking intervention in patients with heart failure with reduced ejection fraction: the WATCHFUL trial. Trials 2023; 24:539. [PMID: 37587489 PMCID: PMC10433657 DOI: 10.1186/s13063-023-07516-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 07/13/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND Physical activity is an effective management strategy for heart failure with reduced ejection fraction, but patients' compliance is challenging. Walking is a suitable form of physical activity due to its convenience and sustainability, and it can potentially improve functional capacity in heart failure patients. OBJECTIVES The WATCHFUL trial aims to determine whether a pedometer-based walking intervention combined with face-to-face sessions and regular telephone contact improves functional capacity in heart failure patients. METHODS The WATCHFUL trial is a 6-month multicenter, parallel-group, randomized, controlled, superiority trial with a 6-month follow-up. A total of 202 patients were recruited for the trial. The primary analysis will evaluate the change in distance walked during the 6-min walk test from baseline to 6 months based on the intention-to-treat population; the analysis will be performed using a linear mixed-effect model adjusted for baseline values. Missing data will be imputed using multiple imputations, and the impact of missing data will be assessed using a sensitivity analysis. Adverse events are monitored and recorded throughout the trial period. DISCUSSION The trial has been designed as a pragmatic trial with a scalable intervention that could be easily translated into routine clinical care. The trial has been affected by the COVID-19 pandemic, which slowed patients' recruitment and impacted their physical activity patterns. CONCLUSIONS The present publication provides details of the planned statistical analyses for the WATCHFUL trial to reduce the risks of reporting bias and erroneous data-driven results. TRIAL REGISTRATION ClinicalTrials.gov (identifier: NCT03041610, registered: 3/2/2017).
Collapse
Affiliation(s)
- Tomas Vetrovsky
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic.
| | - Michal Siranec
- 2nd Department of Medicine - Department of Cardiovascular Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Tereza Frybova
- 2nd Department of Medicine - Department of Cardiovascular Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Iulian Gant
- 2nd Department of Medicine - Department of Cardiovascular Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Miroslav Semerad
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Marie Miklikova
- Cardiology Department, University Hospital Brno and Medical Faculty of the Masaryk University, Brno, Czech Republic
| | - Vaclav Bunc
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Jiri Vesely
- Faculty of Medicine in Hradec Kralove, Charles University, Prague, Czech Republic
- Edumed S.R.O, Broumov, Czech Republic
| | - Jiri Stastny
- Department of Cardiology, Tomas Bata Regional Hospital, Zlin, Czech Republic
| | - Martin Griva
- Department of Cardiology, Tomas Bata Regional Hospital, Zlin, Czech Republic
- Innere Medizin I - Abteilung Für Kardiologie Und Internistische Intensivmedizin, Landesklinikum Mistelbach, Mistelbach, Austria
| | - Jan Precek
- Department of Internal Medicine I - Cardiology, University Hospital Olomouc, Olomouc, Czech Republic
| | - Radek Pelouch
- 1st Department of Internal Medicine - Cardioangiology, Faculty of Medicine in Hradec Kralove, Charles University, Prague, Czech Republic
- University Hospital Hradec Kralove, Hradec Králové, Czech Republic
| | - Jiri Parenica
- Cardiology Department, University Hospital Brno and Medical Faculty of the Masaryk University, Brno, Czech Republic
| | - Jiri Jarkovsky
- Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jan Belohlavek
- 2nd Department of Medicine - Department of Cardiovascular Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| |
Collapse
|
12
|
De Wilde C, Bekhuis Y, Kuznetsova T, Claes J, Claessen G, Coninx K, Decorte E, De Smedt D, Hansen D, Lannoo M, Van Craenenbroeck EM, Verhaeghe N, Cornelissen VA. Personalized remotely guided preventive exercise therapy for a healthy heart (PRIORITY): protocol for an assessor-blinded, multicenter randomized controlled trial. Front Cardiovasc Med 2023; 10:1194693. [PMID: 37456813 PMCID: PMC10339344 DOI: 10.3389/fcvm.2023.1194693] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 06/14/2023] [Indexed: 07/18/2023] Open
Abstract
Aims A key treatment for patients with varying stages of heart failure with preserved ejection fraction (HFpEF) is exercise. Yet, despite a Class 1A recommendation, only one-third of patients exercise sufficiently. A huge treatment gap exists between guidelines and clinical practice. PRIORITY aims to establish the feasibility, clinical effectiveness and cost-effectiveness of a hybrid centre and home-based personalized exercise and physical activity intervention for patients along the HFpEF continuum. Methods An assessor-blinded, multicenter randomized controlled trial will be conducted among 312 patients along the HFpEF continuum. Participants will be randomized (1:1) to the PRIORITY intervention or a comparator group receiving only a written exercise prescription. Participants in the PRIORITY group will receive 18 supervised centre-based exercise sessions during one year, supplemented with a remotely guided home-based physical activity program. Outcomes will be assessed at baseline, 4 months, one and two years. The primary outcome is the peak oxygen uptake (pVO2) at 1-year. Secondary outcomes include physical activity, other physical fitness parameters, cardiovascular health, echocardiographic parameters, health-related quality of life and costs at 1-year FU. Machine learning algorithms will analyse big data on physical activity collected during the 1-year intervention to develop models that can predict physical activity uptake and adherence as well as changes in fitness and health. A cost-utility analysis will be performed to evaluate the cost-effectiveness of the PRIORITY intervention compared to the control condition. Discussion We anticipate that participants in the supervised home-based exercise intervention group will have a greater increase in pVO2 compared to those receiving a written exercise prescription. Trial registration number This trial is registered at ClinicalTrials.gov (NCT04745013) and is currently in the recruitment stage.
Collapse
Affiliation(s)
- Camille De Wilde
- Research Group of Rehabilitation of Internal Disorders, Department of Rehabilitation Sciences, Faculty of Movement and Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - Youri Bekhuis
- Department of Cardiovascular Sciences, Faculty of Medicine, KU Leuven, Leuven, Belgium
- REVAL—Rehabilitation Research Centre, Faculty of Rehabilitation Sciences, Hasselt University, Diepenbeek, Belgium
- Department of Cardiovascular Diseases, University Hospitals Leuven, Leuven, Belgium
| | - Tatiana Kuznetsova
- Department of Cardiovascular Sciences, Faculty of Medicine, KU Leuven, Leuven, Belgium
| | - Jomme Claes
- Research Group of Rehabilitation of Internal Disorders, Department of Rehabilitation Sciences, Faculty of Movement and Rehabilitation Sciences, KU Leuven, Leuven, Belgium
- Department of Cardiovascular Diseases, University Hospitals Leuven, Leuven, Belgium
| | - Guido Claessen
- Department of Cardiovascular Sciences, Faculty of Medicine, KU Leuven, Leuven, Belgium
- Department of Cardiovascular Diseases, University Hospitals Leuven, Leuven, Belgium
| | - Karin Coninx
- HCI And eHealth, Faculty of Sciences, Hasselt University, Diepenbeek, Belgium
| | - Elise Decorte
- Research Group of Rehabilitation of Internal Disorders, Department of Rehabilitation Sciences, Faculty of Movement and Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - Delphine De Smedt
- Department of Public Health and Primary Care, Interuniversity Centre for Health Economics Research, Ghent University, Ghent, Belgium
| | - Dominique Hansen
- REVAL—Rehabilitation Research Centre, Faculty of Rehabilitation Sciences, Hasselt University, Diepenbeek, Belgium
| | - Matthias Lannoo
- Nutrition & Obesity Unit, Clinical and Experimental Endocrinology, Department of Chronic Diseases, Metabolism and Aging, KU Leuven, Leuven, Belgium
| | - Emeline M. Van Craenenbroeck
- Department of Cardiology, Antwerp University Hospital, Antwerp, Belgium
- Department of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Nick Verhaeghe
- Department of Public Health and Primary Care, Interuniversity Centre for Health Economics Research, Ghent University, Ghent, Belgium
- Department of Public Health, Interuniversity Centre for Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Véronique A. Cornelissen
- Research Group of Rehabilitation of Internal Disorders, Department of Rehabilitation Sciences, Faculty of Movement and Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| |
Collapse
|
13
|
Scheid JL, Reed JL, West SL. Commentary: Is Wearable Fitness Technology a Medically Approved Device? Yes and No. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6230. [PMID: 37444078 PMCID: PMC10341580 DOI: 10.3390/ijerph20136230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/08/2023] [Accepted: 06/22/2023] [Indexed: 07/15/2023]
Abstract
Wearable technologies, i.e., activity trackers and fitness watches, are extremely popular and have been increasingly integrated into medical research and clinical practice. To assist in optimizing health, wellness, or medical care, these devices require collaboration between researchers, healthcare providers, and wearable technology companies in order to clarify their clinical capabilities and educate consumers on the utilities and limitations of the wide-ranging wearable devices. Interestingly, activity trackers and fitness watches often track both health/wellness and medical information within the same device. In this commentary, we will focus our discussions regarding wearable technology on (1) defining and explaining the technical differences between tracking health, wellness, and medical information; (2) providing examples of health and wellness compared to medical tracking; (3) describing the potential medical benefits of wearable technology and its applications in clinical populations; and (4) elucidating the potential risks of wearable technology. We conclude that while wearable devices are powerful and informative tools, further research is needed to improve its clinical applications.
Collapse
Affiliation(s)
- Jennifer L. Scheid
- Department of Physical Therapy, Daemen University, Amherst, NY 14226, USA
| | - Jennifer L. Reed
- Exercise Physiology and Cardiovascular Health Lab, Division of Cardiac Prevention and Rehabilitation, University of Ottawa Heart Institute, Ottawa, ON K1Y 4W7, Canada
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON K1Y 4W7, Canada
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON K1Y 4W7, Canada
| | - Sarah L. West
- Department of Kinesiology, Trent University, Peterborough, ON K9L 0G2, Canada
- Department of Biology, Trent University, Peterborough, ON K9L 0G2, Canada
| |
Collapse
|
14
|
Trumpf R, Schulte LE, Schroeder H, Larsen RT, Haussermann P, Zijlstra W, Fleiner T. Physical activity monitoring-based interventions in geriatric patients: a scoping review on intervention components and clinical applicability. Eur Rev Aging Phys Act 2023; 20:10. [PMID: 37202731 DOI: 10.1186/s11556-023-00320-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 04/10/2023] [Indexed: 05/20/2023] Open
Abstract
OBJECTIVE To identify and analyze the components applied in interventions using physical activity (PA) monitoring in geriatric patients and determine their feasibility and applicability. METHODS A systematic search in six databases (PubMed, Embase, SPORTDiscus, CINAHL, Web of Science, and GeroLit) was conducted to identify studies reporting interventions that included the application of a PA monitor in adults aged ≥ 60 years with a clinical diagnosis. PA monitor interventions were analyzed regarding their feedback, goal-setting and behavior change technique (BCT) components. To determine the feasibility and applicability of interventions, the participants' adherence to the intervention, their experience as well as adverse events were analyzed. RESULTS Seventeen eligible studies, applying 22 interventions, were identified. Studies included a total of 827 older patients with a median age of 70.2 years. In thirteen interventions (59%), the PA monitor was embedded in a structured behavioral intervention, an indication-specific intervention or usual care. Most frequently applied intervention components were goal setting and self-monitoring (n = 18), real-time PA monitor feedback complemented by feedback from the study team (n = 12), use of further BCTs (n = 18), and regular counseling with the study team (n = 19). Comprehensive information on the participants' intervention adherence and experience were reported for 15 (68%) and 8 (36%) interventions, respectively. CONCLUSION The components included in PA monitoring-based interventions varied considerably especially regarding the extent, frequency, and content of feedback, goal setting and BCTs counseling. Future research should evaluate which components are most effective and clinically applicable to promote physical activity in geriatric patients. To be able to precisely analyze the effects, trials should seek to report details on intervention components, adherence and adverse events, while future reviews may use the findings of this scoping review to conduct analyses with less heterogeneity in study characteristics and intervention strategies.
Collapse
Affiliation(s)
- Rieke Trumpf
- Institute of Movement and Sport Gerontology, German Sport University Cologne, Am Sportpark Muengersdorf 6, 50933, Cologne, Germany.
- Department of Geriatric Psychiatry & Psychotherapy, LVR Hospital Cologne, Cologne, Germany.
| | - Laura Elani Schulte
- Institute of Movement and Sport Gerontology, German Sport University Cologne, Am Sportpark Muengersdorf 6, 50933, Cologne, Germany
- Department of Geriatric Psychiatry & Psychotherapy, LVR Hospital Cologne, Cologne, Germany
| | - Henning Schroeder
- Department of Geriatric Psychiatry & Psychotherapy, LVR Hospital Cologne, Cologne, Germany
| | - Rasmus Tolstrup Larsen
- Department of Public Health, Section of Social Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Occupational- and Physiotherapy, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Peter Haussermann
- Department of Geriatric Psychiatry & Psychotherapy, LVR Hospital Cologne, Cologne, Germany
| | - Wiebren Zijlstra
- Institute of Movement and Sport Gerontology, German Sport University Cologne, Am Sportpark Muengersdorf 6, 50933, Cologne, Germany
| | - Tim Fleiner
- Institute of Movement and Sport Gerontology, German Sport University Cologne, Am Sportpark Muengersdorf 6, 50933, Cologne, Germany
- Department of Geriatric Psychiatry & Psychotherapy, LVR Hospital Cologne, Cologne, Germany
- Institute for Geriatric Research, Ulm University Medical Center, Ulm, Germany
| |
Collapse
|
15
|
Demers M, Cain A, Bishop L, Gunby T, Rowe JB, Zondervan D, Winstein CJ. Understanding preferences of stroke survivors for feedback provision about functional movement behavior from wearable sensors: a mixed-methods study. RESEARCH SQUARE 2023:rs.3.rs-2789807. [PMID: 37090658 PMCID: PMC10120751 DOI: 10.21203/rs.3.rs-2789807/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
Background In stroke rehabilitation, wearable technology can be used as an intervention modality by providing timely, meaningful feedback on motor performance. Stroke survivors' preferences may offer a unique perspective on what metrics are intuitive, actionable, and meaningful to change behavior. However, few studies have identified feedback preferences from stroke survivors. This project aims to determine stroke survivors' satisfaction with feedback from wearable sensors (both mobility and arm/hand use) and to identify preferences for feedback type and delivery schedule. Methods A sample of 30 chronic stroke survivors wore a multi-sensor system in the natural environment over a 1-week monitoring period. The sensor system captured time in active movement of each arm, arm use ratio, step counts and stance time symmetry. Using the data from the monitoring period, participants were presented with a movement report with visual displays of quantitative and qualitative feedback. A survey and qualitative interview were used to assess ease of understanding, actionability and components of feedback that users found most meaningful to drive lasting behavior change. Results Arm/hand use and mobility sensor-derived feedback metrics were easy to understand and actionable. The preferred metric to encourage arm/hand use was the hourly arm use bar plot, and similarly the preferred metric to encourage mobility was the hourly steps bar plot, which were each ranked as top choice by 40% of participants. Participants perceived that quantitative (i.e., step counts) and qualitative (i.e., stance time symmetry) mobility metrics provided complementary information. Three main themes emerged from the qualitative analysis: 1) Motivation for behavior change, 2) Real-time feedback based on individual goals, and 3) Value of experienced clinicians for prescription and accountability. Participants stressed the importance of having feedback tailored to their own personalized goals and receiving guidance from clinicians on strategies to progress and increase functional movement behavior in the unsupervised home and community setting. Conclusion The resulting technology has the potential to integrate engineering and personalized rehabilitation to maximize participation in meaningful life activities outside clinical settings in a less structured environment-one where stroke survivors live their lives.
Collapse
|
16
|
Vetrovsky T, Kral N, Pfeiferova M, Kuhnova J, Novak J, Wahlich C, Jaklova A, Jurkova K, Janek M, Omcirk D, Capek V, Maes I, Steffl M, Ussher M, Tufano JJ, Elavsky S, Van Dyck D, Cimler R, Yates T, Harris T, Seifert B. mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED): rationale and study protocol for a pragmatic randomised controlled trial. BMC Public Health 2023; 23:613. [PMID: 36997936 PMCID: PMC10064755 DOI: 10.1186/s12889-023-15513-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/23/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND The growing number of patients with type 2 diabetes and prediabetes is a major public health concern. Physical activity is a cornerstone of diabetes management and may prevent its onset in prediabetes patients. Despite this, many patients with (pre)diabetes remain physically inactive. Primary care physicians are well-situated to deliver interventions to increase their patients' physical activity levels. However, effective and sustainable physical activity interventions for (pre)diabetes patients that can be translated into routine primary care are lacking. METHODS We describe the rationale and protocol for a 12-month pragmatic, multicentre, randomised, controlled trial assessing the effectiveness of an mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED). Twenty-one general practices will recruit 340 patients with (pre)diabetes during routine health check-ups. Patients allocated to the active control arm will receive a Fitbit activity tracker to self-monitor their daily steps and try to achieve the recommended step goal. Patients allocated to the intervention arm will additionally receive the mHealth intervention, including the delivery of several text messages per week, with some of them delivered just in time, based on data continuously collected by the Fitbit tracker. The trial consists of two phases, each lasting six months: the lead-in phase, when the mHealth intervention will be supported with human phone counselling, and the maintenance phase, when the intervention will be fully automated. The primary outcome, average ambulatory activity (steps/day) measured by a wrist-worn accelerometer, will be assessed at the end of the maintenance phase at 12 months. DISCUSSION The trial has several strengths, such as the choice of active control to isolate the net effect of the intervention beyond simple self-monitoring with an activity tracker, broad eligibility criteria allowing for the inclusion of patients without a smartphone, procedures to minimise selection bias, and involvement of a relatively large number of general practices. These design choices contribute to the trial's pragmatic character and ensure that the intervention, if effective, can be translated into routine primary care practice, allowing important public health benefits. TRIAL REGISTRATION ClinicalTrials.gov (NCT05351359, 28/04/2022).
Collapse
Affiliation(s)
- Tomas Vetrovsky
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic.
| | - Norbert Kral
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Marketa Pfeiferova
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jitka Kuhnova
- Faculty of Science, University of Hradec Kralove, Hradec Kralove, Czech Republic
| | - Jan Novak
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Charlotte Wahlich
- Population Health Research Institute, St George's University of London, London, UK
| | - Andrea Jaklova
- 2nd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Katerina Jurkova
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Michael Janek
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Dan Omcirk
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Vaclav Capek
- 2nd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Iris Maes
- Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium
| | - Michal Steffl
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Michael Ussher
- Population Health Research Institute, St George's University of London, London, UK
- Institute for Social Marketing and Health, University of Stirling, Stirling, UK
| | - James J Tufano
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Steriani Elavsky
- Department of Human Movement Studies, University of Ostrava, Ostrava, Czech Republic
| | - Delfien Van Dyck
- Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium
| | - Richard Cimler
- Faculty of Science, University of Hradec Kralove, Hradec Kralove, Czech Republic
| | - Tom Yates
- Diabetes Research Centre, University of Leicester, Leicester, UK
- National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, Leicester, UK
| | - Tess Harris
- Population Health Research Institute, St George's University of London, London, UK
| | - Bohumil Seifert
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| |
Collapse
|
17
|
Straat AC, Maarleveld JM, Smit DJM, Visch L, Hulsegge G, Huirne JAF, van Dongen JM, van Geenen RC, Kerkhoffs GMMJ, Anema JR, Coenen P, Kuijer PPFM. (Cost-)effectiveness of a personalized multidisciplinary eHealth intervention for knee arthroplasty patients to enhance return to activities of daily life, work and sports - rationale and protocol of the multicentre ACTIVE randomized controlled trial. BMC Musculoskelet Disord 2023; 24:162. [PMID: 36869330 PMCID: PMC9984288 DOI: 10.1186/s12891-023-06236-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 02/09/2023] [Indexed: 03/05/2023] Open
Abstract
BACKGROUND With the worldwide rising obesity epidemic and the aging population, it is essential to deliver (cost-)effective care that results in enhanced societal participation among knee arthroplasty patients. The purpose of this study is to describe the development, content, and protocol of our (cost-)effectiveness study that assesses a perioperative integrated care program, including a personalized eHealth app, for knee arthroplasty patients aimed to enhance societal participation post-surgery compared to care as usual. METHODS The intervention will be tested in a multicentre randomized controlled trial with eleven participating Dutch medical centers (i.e., hospitals and clinics). Working patients on the waiting-list for a total- or unicompartmental knee arthroplasty with the intention to return to work after surgery will be included. After pre-stratification on medical centre with or without eHealth as usual care, operation procedure (total- or unicompartmental knee arthroplasty) and recovery expectations regarding return to work, randomization will take place at the patient-level. A minimum of 138 patients will be included in both the intervention and control group, 276 in total. The control group will receive usual care. On top of care as usual, patients in the intervention group will receive an intervention consisting of three components: 1) a personalized eHealth intervention called ikHerstel ('I Recover') including an activity tracker, 2) goal setting using goal attainment scaling to improve rehabilitation and 3) a referral to a case-manager. Our main outcome is quality of life, based on patient-reported physical functioning (using PROMIS-PF). (Cost-)effectiveness will be assessed from a healthcare and societal perspective. Data collection has been started in 2020 and is expected to finish in 2024. DISCUSSION Improving societal participation for knee arthroplasty is relevant for patients, health care providers, employers and society. This multicentre randomized controlled trial will evaluate the (cost-)effectiveness of a personalized integrated care program for knee arthroplasty patients, consisting of effective intervention components based on previous studies, compared to care as usual. TRIAL REGISTRATION Trialsearch.who.int; reference no. NL8525, reference date version 1: 14-04-2020.
Collapse
Affiliation(s)
- A Carlien Straat
- Amsterdam UMC, Department of Public and Occupational Health, Van Der Boechorststraat 7, Amsterdam, 1081 BT, the Netherlands.,Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands.,Amsterdam Movement Sciences Research Institute, Musculoskeletal Health, Sports, Amsterdam, the Netherlands
| | - Jantine M Maarleveld
- Amsterdam UMC, Department of Public and Occupational Health, Van Der Boechorststraat 7, Amsterdam, 1081 BT, the Netherlands
| | - Denise J M Smit
- Amsterdam UMC, Department of Public and Occupational Health, Van Der Boechorststraat 7, Amsterdam, 1081 BT, the Netherlands.,Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands.,Centre for Nutrition, Prevention and Health Services, National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Lara Visch
- Department of Research, Sint Maartenskliniek, Nijmegen, The Netherlands
| | - Gerben Hulsegge
- Sustainable Productivity & Employability, Netherlands Organization for Applied Scientific Research TNO, Leiden, the Netherlands
| | - Judith A F Huirne
- Department of Obstetrics and Gynecology, Amsterdam UMC, Location VU Medical Center, Amsterdam, The Netherlands.,Amsterdam Reproduction and Development Research Institute, Amsterdam, the Netherlands
| | - J M van Dongen
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences Research Institute, Amsterdam, The Netherlands.,Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Rutger C van Geenen
- Department of Orthopaedic Surgery, FORCE (Foundation for Orthopaedic Research Care Education), Amphia Hospital, Breda, The Netherlands
| | - Gino M M J Kerkhoffs
- Department of Orthopaedic Surgery and Sports Medicine, Amsterdam Movement Sciences, Amsterdam University Medical Center, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Johannes R Anema
- Amsterdam UMC, Department of Public and Occupational Health, Van Der Boechorststraat 7, Amsterdam, 1081 BT, the Netherlands.,Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands
| | - Pieter Coenen
- Amsterdam UMC, Department of Public and Occupational Health, Van Der Boechorststraat 7, Amsterdam, 1081 BT, the Netherlands. .,Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands.
| | - P Paul F M Kuijer
- Amsterdam UMC, Department of Public and Occupational Health, Van Der Boechorststraat 7, Amsterdam, 1081 BT, the Netherlands.,Amsterdam Movement Sciences Research Institute, Musculoskeletal Health, Sports, Amsterdam, the Netherlands.,Amsterdam Public Health Research Institute, Societal Participation and Health, Quality of Care, Amsterdam, the Netherlands
| |
Collapse
|
18
|
Conroy DE, Wu J, Lee AM, Brunke-Reese D, Lagoa CM. Dose-response relations between the frequency of two types of momentary feedback prompts and daily physical activity. Health Psychol 2023; 42:151-160. [PMID: 36862471 PMCID: PMC10015600 DOI: 10.1037/hea0001271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
OBJECTIVE Self-monitoring and behavioral feedback are widely used to help people monitor progress toward daily physical activity goals. Little information exists about the optimal dosing parameters for these techniques or if they are interchangeable in digital physical activity interventions. This study used a within-person experimental design to evaluate associations between the frequency of two different prompt types (one for each technique) and daily physical activity. METHOD Insufficiently active young adults were assigned monthly physical activity goals and wore smartwatches with activity trackers for 3 months. They received zero to six randomly selected and timed watch-based prompts each day, with individual prompts either providing behavioral feedback or prompting the participant to self-monitor. RESULTS Physical activity increased significantly over the 3-month period (step counts d = 1.03; moderate-to-vigorous physical activity duration d = 0.99). Mixed linear models revealed that daily step counts were positively associated with the frequency of daily self-monitoring prompts up to approximately three prompts/day (d = 0.22) after which additional prompts provided minimal or reduced benefit. Daily step counts were not associated with the frequency of behavioral feedback prompts. Daily moderate-to-vigorous physical activity was not associated with the frequency of either prompt. CONCLUSIONS Self-monitoring and behavioral feedback are not interchangeable behavior change techniques in digital physical activity interventions, and only self-monitoring prompts show signs of a dose-response association with physical activity volume. Activity trackers, such as smartwatches and mobile apps, should provide an option to replace behavioral feedback prompts with self-monitoring prompts to promote physical activity among insufficiently active young adults. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
Collapse
Affiliation(s)
- David E Conroy
- Department of Kinesiology, The Pennsylvania State University
| | - Jingchuan Wu
- Department of Kinesiology, The Pennsylvania State University
| | - Alexandra M Lee
- Department of Kinesiology, The Pennsylvania State University
| | | | - Constantino M Lagoa
- School of Electrical Engineering & Computer Science, The Pennsylvania State University
| |
Collapse
|
19
|
Peng S, Othman AT, Khairani AZ, zeng G, Xiaogang Z, Fang Y. Effectiveness of pedometer- and accelerometer-based interventions in improving physical activity and health-related outcomes among college students: A systematic review and meta-analysis. Digit Health 2023; 9:20552076231188213. [PMID: 37492032 PMCID: PMC10364418 DOI: 10.1177/20552076231188213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 06/28/2023] [Indexed: 07/27/2023] Open
Abstract
Background Although the pedometer- and accelerometer-based interventions (PABI) have demonstrated efficacy in improving physical activity (PA) and health-related outcomes, the dearth of empirical evidence in college students warrants further investigation. Objective This systematic review and meta-analysis aim to examine the effects of PABI on improving PA and health-related outcomes among college students. Methods PubMed, Web of Science, Embase, Cochrane Library, and PsycINFO were searched for relevant literature from inception to 20 February 2022. Randomized controlled trials (RCTs) conducted among college students with PABI to increase objectively measured PA as the primary outcome were included in this study. Results A total of nine RCTs with 527 participants were included in this study. The combined results showed that PABI significantly improved PA (standardized mean difference = 0.41, 95% confidence interval (CI): 0.08, 0.74, P = 0.016) and significantly contributed to weight loss (mean differences (MD) = -1.56 kg, 95% CI: -2.40 kg, -0.73 kg, P < 0.01), and lower body mass index (MD = -0.33 kg/m2, 95% CI: -0.66 kg/m2, 0.00 kg/m2, P = 0.05) compared to the control group, but no significant effects were observed on improvements of body fat (%) and exercise self-efficacy. Interventions in the group of step, general students, pedometer-based intervention, theory, and developed region were significantly more effective in subgroup analyses. Conclusions PABI was found to be effective in promoting PA and weight loss among college students. Future research is needed to further explore the long-term effects of PABI and the characteristics of multiple intervention models.
Collapse
Affiliation(s)
- Sanying Peng
- Department of Physical Education, Hohai University, Nanjing, China
- School of Educational Studies, Universiti Sains Malaysia, Penang, Malaysia
| | | | | | - Gao zeng
- School of Educational Studies, Universiti Sains Malaysia, Penang, Malaysia
| | - Zhou Xiaogang
- School of Educational Studies, Universiti Sains Malaysia, Penang, Malaysia
| | - Yuan Fang
- College of International Languages and Cultures, Hohai University, Nanjing, China
| |
Collapse
|
20
|
Jimeno-Almazán A, Buendía-Romero Á, Martínez-Cava A, Franco-López F, Sánchez-Alcaraz BJ, Courel-Ibáñez J, Pallarés JG. Effects of a concurrent training, respiratory muscle exercise, and self-management recommendations on recovery from post-COVID-19 conditions: the RECOVE trial. J Appl Physiol (1985) 2023; 134:95-104. [PMID: 36476156 PMCID: PMC9829459 DOI: 10.1152/japplphysiol.00489.2022] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The aim of this study was to determine the effectiveness of physical exercise, respiratory muscle training, and the self-management World Health Organization (WHO) recommendations leaflet on the recovery of physical fitness, quality of life, and symptom status in people with post-COVID-19 conditions. Eighty nonhospitalized adults with a post-COVID-19 condition were randomly assigned to one of four 8-wk parallel intervention groups: 1) multicomponent exercise program based on concurrent training (CT, number of subjects (n) = 20; 3 resistance and endurance supervised sessions per week at low-moderate intensity); 2) inspiratory muscle training (RM, n = 17; 2 standardized daily sessions); 3) a combination of both of the above (CTRM, n = 23); and 4) control group (CON, n = 20; following the WHO guidelines for post-COVID-19-related illness rehabilitation). No significant differences between groups were detected at baseline. Although no significant differences between interventions were detected in the V̇o2max, significant individual improvements were identified in the CT (7.5%; effect size, ES = 0.28) and CTRM (7.8%; ES = 0.36) groups. Lower body muscle strength significantly improved in the CT and CTRM (14.5%-32.6%; ES = 0.27-1.13) groups compared with RM and CON (-0.3% to 11.3%; ES = 0.10-0.19). The CT and CTRM groups improved significantly for dyspnea and fatigue, as did the health status. In addition, significant differences between interventions were described in fatigue and depression scales favoring CT and CTRM interventions. An individualized and supervised concurrent training with or without inspiratory muscle training was safe and more effective than self-care recommendations and inspiratory muscle training alone, to regain cardiovascular and muscular fitness, improve symptom severity, and health status in outpatients with post-COVID-19 conditions.NEW & NOTEWORTHY Eight weeks of concurrent training, with or without inspiratory muscle exercise, was better than WHO "Support for Rehabilitation: Self-Management after COVID-19-Related Illness" recommendations or inspiratory muscle training alone to improve cardiopulmonary fitness, strength, and symptom severity, in a safe and effective manner. The RECOVE trial proved the benefits and utility of a supervised exercise program in people with post-COVID-19 conditions after mild COVID-19 in an ambulatory setting.
Collapse
Affiliation(s)
- Amaya Jimeno-Almazán
- 1Human Performance and Sports Science Laboratory, Faculty of Sport Sciences, University of Murcia, Murcia, Spain,2General Subdirectorate for Healthcare Quality, Safety and Evaluation, Murcia Health Service, Murcia, Spain
| | - Ángel Buendía-Romero
- 1Human Performance and Sports Science Laboratory, Faculty of Sport Sciences, University of Murcia, Murcia, Spain
| | - Alejandro Martínez-Cava
- 1Human Performance and Sports Science Laboratory, Faculty of Sport Sciences, University of Murcia, Murcia, Spain
| | - Francisco Franco-López
- 1Human Performance and Sports Science Laboratory, Faculty of Sport Sciences, University of Murcia, Murcia, Spain
| | | | - Javier Courel-Ibáñez
- 3Department of Physical Education and Sports, Faculty of Education and Sport Sciences, University of Granada, Melilla, Spain
| | - Jesús G. Pallarés
- 1Human Performance and Sports Science Laboratory, Faculty of Sport Sciences, University of Murcia, Murcia, Spain
| |
Collapse
|
21
|
Mavragani A, Cleare AE, Smith CM, Rosas LG, King AC. Detailed Versus Simplified Dietary Self-monitoring in a Digital Weight Loss Intervention Among Racial and Ethnic Minority Adults: Fully Remote, Randomized Pilot Study. JMIR Form Res 2022; 6:e42191. [PMID: 36512404 PMCID: PMC9795401 DOI: 10.2196/42191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/29/2022] [Accepted: 11/04/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Detailed self-monitoring (or tracking) of dietary intake is a popular and effective weight loss approach that can be delivered via digital tools, although engagement declines over time. Simplifying the experience of self-monitoring diet may counteract this decline in engagement. Testing these strategies among racial and ethnic minority groups is important as these groups are often disproportionately affected by obesity yet underrepresented in behavioral obesity treatment. OBJECTIVE In this 2-arm pilot study, we aimed to evaluate the feasibility and acceptability of a digital weight loss intervention with either detailed or simplified dietary self-monitoring. METHODS We recruited racial and ethnic minority adults aged ≥21 years with a BMI of 25 kg/m2 to 45 kg/m2 and living in the United States. The Pacific time zone was selected for a fully remote study. Participants received a 3-month stand-alone digital weight loss intervention and were randomized 1:1 to either the detailed arm that was instructed to self-monitor all foods and drinks consumed each day using the Fitbit mobile app or to the simplified arm that was instructed to self-monitor only red zone foods (foods that are highly caloric and of limited nutritional value) each day via a web-based checklist. All participants were instructed to self-monitor both steps and body weight daily. Each week, participants were emailed behavioral lessons, action plans, and personalized feedback. In total, 12 a priori benchmarks were set to establish feasibility, including outcomes related to reach, retention, and self-monitoring engagement (assessed objectively via digital tools). Acceptability was assessed using a questionnaire. Weight change was assessed using scales shipped to the participants' homes and reported descriptively. RESULTS The eligibility screen was completed by 248 individuals, of whom 38 (15.3%) were randomized, 18 to detailed and 20 to simplified. At baseline, participants had a mean age of 47.4 (SD 14.0) years and BMI of 31.2 (SD 4.8) kg/m2. More than half (22/38, 58%) were identified as Hispanic of any race. The study retention rate was 92% (35/38) at 3 months. The detailed arm met 9 of 12 feasibility benchmarks, while the simplified arm met all 12. Self-monitoring engagement was moderate to high (self-monitoring diet: median of 49% of days for detailed, 97% for simplified; self-monitoring steps: 99% for detailed, 100% for simplified; self-monitoring weight: 67% for detailed, 80% for simplified). Participants in both arms reported high satisfaction, with 89% indicating that they would recommend the intervention. Weight change was -3.4 (95% CI -4.6 to -2.2) kg for detailed and -3.3 (95% CI -4.4 to -2.2) kg for simplified. CONCLUSIONS A digital weight loss intervention that incorporated either detailed or simplified dietary self-monitoring was feasible, with high retention and engagement, and acceptable to racial and ethnic minority adults. TRIAL REGISTRATION ASPREDICTED #66674; https://aspredicted.org/ka478.pdf.
Collapse
Affiliation(s)
| | | | | | - Lisa Goldman Rosas
- Department of Epidemiology & Population Health, Stanford University School of Medicine, Stanford, CA, United States
| | - Abby C King
- Stanford Prevention Research Center, Department of Medicine, Stanford University School of Medicine, Palo Alto, CA, United States.,Department of Epidemiology & Population Health, Stanford University School of Medicine, Stanford, CA, United States
| |
Collapse
|
22
|
Buis L, Guo H, Rookes T, Frost R, Hamilton FL. Assessing the Acceptability and Effectiveness of Mobile-Based Physical Activity Interventions for Midlife Women During Menopause: Systematic Review of the Literature. JMIR Mhealth Uhealth 2022; 10:e40271. [PMID: 36485026 PMCID: PMC9789501 DOI: 10.2196/40271] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 09/26/2022] [Accepted: 10/28/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Midlife women with menopausal symptoms are less likely to meet the recommended level of physical activity (PA). Promoting PA among women in midlife could reduce their risk of cardiovascular diseases and perhaps improve menopausal symptoms. Mobile PA interventions in the form of smartphone apps and wearable activity trackers can potentially encourage users to increase PA levels and address time and resource barriers to PA. However, evidence on the acceptability and effectiveness of these interventions among midlife women is unclear. OBJECTIVE This systematic review evaluated the effectiveness, acceptability, and active behavior change techniques (BCTs) of mobile PA technologies among midlife menopausal women. METHODS A mixed methods systematic review of qualitative and quantitative studies was conducted. MEDLINE (Ovid), Embase, Scopus, CINAHL, Web of Science, SPORTDiscus, CENTRAL, PsycINFO, and the ProQuest Sports Medicine and Education Index were systematically searched. Studies were selected and screened according to predetermined eligibility criteria. In total, 2 reviewers independently assessed the risk of bias using the Mixed Methods Appraisal Tool and completed BCT mapping of the included interventions using the BCT Taxonomy v1. RESULTS A total of 12 studies were included in this review. Overall risk of bias was "Moderate to high" in 58% (7/12) of the included studies and "low" in 42% (5/12) of the studies. Of the 12 studies, 7 (58%) assessed changes in PA levels. The pooled effect size of 2 randomized controlled trials resulted in a small to moderate increase in moderate to vigorous PA of approximately 61.36 weekly minutes among midlife women, at least in the short term (95% CI 17.70-105.01; P=.006). Although a meta-analysis was not feasible because of heterogeneity, positive improvements were also found in a range of menopause-related outcomes such as weight reduction, anxiety management, sleep quality, and menopause-related quality of life. Midlife women perceived mobile PA interventions to be acceptable and potentially helpful in increasing PA and daily steps. The average number of BCTs per mobile PA intervention was 8.8 (range 4-13) according to the BCT Taxonomy v1. "Self-monitoring of behaviour," "Biofeedback," and "Goal setting (behaviour)" were the most frequently described BCTs across the included interventions. CONCLUSIONS This review demonstrated that mobile PA interventions in the form of smartphone apps and wearable trackers are potentially effective for small to moderate increases in moderate to vigorous PA among midlife women with menopausal symptoms. Although menopause is a natural condition affecting half the population worldwide, there is a substantial lack of evidence to support the acceptability and effectiveness of mobile PA interventions on menopause-related outcomes, which needs further investigation. TRIAL REGISTRATION PROSPERO CRD42021273062; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=273062.
Collapse
Affiliation(s)
| | - Haoyue Guo
- UCL Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Tasmin Rookes
- UCL Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Rachael Frost
- UCL Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| | - Fiona L Hamilton
- UCL Research Department of Primary Care and Population Health, University College London, London, United Kingdom
| |
Collapse
|
23
|
Activity monitoring and patient-reported outcome measures in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome patients. PLoS One 2022; 17:e0274472. [PMID: 36121803 PMCID: PMC9484698 DOI: 10.1371/journal.pone.0274472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 08/26/2022] [Indexed: 11/19/2022] Open
Abstract
Introduction Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a disease with no validated specific and sensitive biomarker, and no standard approved treatment. In this observational study with no intervention, participants used a Fitbit activity tracker. The aims were to explore natural symptom variation, feasibility of continuous activity monitoring, and to compare activity data with patient reported outcome measures (PROMs). Materials and methods In this pilot study, 27 patients with mild to severe ME/CFS, of mean age 42.3 years, used the Fitbit Charge 3 continuously for six months. Patients wore a SenseWear activity bracelet for 7 days at baseline, at 3 and 6 months. At baseline and follow-up they completed the Short Form 36 Health Survey (SF-36) and the DePaul Symptom Questionnaire–Short Form (DSQ-SF). Results The mean number of steps per day decreased with increasing ME/CFS severity; mild 5566, moderate 4991 and severe 1998. The day-by-day variation was mean 47% (range 25%–79%). Mean steps per day increased from the first to the second three-month period, 4341 vs 4781 steps, p = 0.022. The maximum differences in outcome measures between 4-week periods (highest vs lowest), were more evident in a group of eight patients with milder disease (baseline SF-36 PF > 50 or DSQ-SF < 55) as compared to 19 patients with higher symptom burden (SF-36 PF < 50 and DSQ-SF > 55), for SF-36 PF raw scores: 16.9 vs 3.4 points, and for steps per day: 958 versus 479 steps. The correlations between steps per day and self-reported SF-36 Physical function, SF-36 Social function, and DSQ-SF were significant. Fitbit recorded significantly higher number of steps than SenseWear. Resting heart rates were stable during six months. Conclusion Continuous activity registration with Fitbit Charge 3 trackers is feasible and useful in studies with ME/CFS patients to monitor steps and resting heart rate, in addition to self-reported outcome measures. Clinical trial registration Clinicaltrials.gov: NCT04195815.
Collapse
|
24
|
Vetrovsky T, Borowiec A, Juřík R, Wahlich C, Śmigielski W, Steffl M, Tufano JJ, Drygas W, Stastny P, Harris T, Małek Ł. Do physical activity interventions combining self-monitoring with other components provide an additional benefit compared with self-monitoring alone? A systematic review and meta-analysis. Br J Sports Med 2022; 56:1366-1374. [DOI: 10.1136/bjsports-2021-105198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/24/2022] [Indexed: 11/03/2022]
Abstract
ObjectiveTo determine the net effect of different physical activity intervention components on step counts in addition to self-monitoring.DesignA systematic review with meta-analysis and meta-regression.Data sourcesFive databases (PubMed, Scopus, Web of Science, ProQuest and Discus) were searched from inception to May 2022. The database search was complemented with backward and forward citation searches and search of the references from relevant systematic reviews.Eligibility criteriaRandomised controlled trials comparing an intervention using self-monitoring (active control arm) with an intervention comprising the same treatment PLUS any additional component (intervention arm).Data extraction and synthesisThe effect measures were mean differences in daily step count. Meta-analyses were performed using random-effects models, and effect moderators were explored using univariate and multivariate meta-regression models.ResultsEighty-five studies with 12 057 participants were identified, with 75 studies included in the meta-analysis at postintervention and 24 at follow-up. At postintervention, the mean difference between the intervention and active control arms was 926 steps/day (95% CI 651 to 1201). At a follow-up, the mean difference was 413 steps/day (95% CI 210 to 615). Interventions with a prescribed goal and involving human counselling, particularly via phone/video calls, were associated with a greater mean difference in the daily step count than interventions with added print materials, websites, smartphone apps or incentives.ConclusionPhysical activity interventions that combine self-monitoring with other components provide an additional modest yet sustained increase in step count compared with self-monitoring alone. Some forms of counselling, particularly remote phone/video counselling, outperformed other intervention components, such as websites and smartphone apps.PROSPERO registered numberCRD42020199482.
Collapse
|
25
|
Al Najem S, Groll A, Schmermund A, Nowak B, Voigtländer T, Kaltenbach U, Dohmann P, Andresen D, Scharhag J. Correlation of Walking Activity and Cardiac Hospitalizations in Coronary Patients for 1 Year Post Cardiac Rehabilitation: The More Steps, the Better! CLINICAL MEDICINE INSIGHTS-CARDIOLOGY 2022; 16:11795468221116841. [PMID: 36046182 PMCID: PMC9421021 DOI: 10.1177/11795468221116841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 07/04/2022] [Indexed: 11/29/2022]
Abstract
Problem: Reducing risk by improving fitness is one of the main objectives of cardiac rehabilitation (CR). To estimate how the number of steps/day post-CR affects coronary patients’ prognosis, we analyzed its correlation with the occurrence of death, hospitalizations, and heart complaints, and if and how other variables (ejection fraction (EF), gender, age) relate to those. Methods: One hundred eleven patients (male = 91, female = 20; average age ± standard deviation (SD): 61 ± 11 years) who had been in CR due to recent coronary revascularization or chronic coronary syndrome could be enrolled. Patients were advised to document their steps (daily), blood pressure (daily), weight (weekly) and occurrences of a cardiac event in a diary for 1 year post-CR. A Cox proportional hazard model was used to examine the influence of steps/day, EF, gender, and age until the occurrence of an event. Kaplan-Meier curves were generated to compare patients’ profiles. Results: Average steps/day of patients post-CR were 7333 (SD 4426). Increased walking activity reduced risk for cardiac hospitalization (constant steps/day: 5000 vs 7500, hazard rate (HR) reduction of 0.43; 10 000 vs 12 500, HR reduction of 0.20) and risk was higher in patients with an EF < 55% versus EF ⩾ 55% (HR increase of 2.88). Median follow-up time post-CR was 218 days. No patient died, 25 were hospitalized. Discussion: Monitoring the number of steps of coronary patients post CR could be valuable for estimating patients’ prognosis.
Collapse
Affiliation(s)
- Sinann Al Najem
- German Heart Foundation, Frankfurt, Germany.,Institute of Sports and Preventive Medicine, Saarbrücken, Germany
| | - Andreas Groll
- Departement of Statistics, TU Dortmund University, Dortmund, Germany
| | - Axel Schmermund
- CCB-Herzwerk, Frankfurt, Germany.,Cardioangiologisches Centrum Bethanien (CCB), Frankfurt, Germany
| | - Bernd Nowak
- CCB-Herzwerk, Frankfurt, Germany.,Cardioangiologisches Centrum Bethanien (CCB), Frankfurt, Germany
| | - Thomas Voigtländer
- CCB-Herzwerk, Frankfurt, Germany.,Cardioangiologisches Centrum Bethanien (CCB), Frankfurt, Germany
| | | | | | | | - Jürgen Scharhag
- Institute of Sports and Preventive Medicine, Saarbrücken, Germany.,Department of Sports Medicine, Exercise Physiology and Prevention, Institute of Sport Science, University of Vienna, Vienna, Austria
| |
Collapse
|
26
|
Böttinger MJ, Bauer JM, Gordt-Oesterwind K, Litz E, Jansen CP, Becker C. [Digital geriatric self-assessment-A narrative review]. Z Gerontol Geriatr 2022; 55:368-375. [PMID: 35849159 DOI: 10.1007/s00391-022-02088-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Digital health apps have a large potential for autonomous screening and monitoring of older people with respect to maintaining their independence. Due to demographic change and the shortage of specialized personnel in medicine, these premedical self-assessment apps could be of great value in the future. OBJECTIVE This narrative review enables the assessment of whether a digital geriatric self-assessment for older people ≥ 70 years is feasible using currently available apps. MATERIAL AND METHODS A search was carried out for apps that enable a self-assessment in the following domains: physical capacity, cognition, emotion, nutrition, sensory perception and context factors. Based on predefined criteria apps were selected and presented. RESULTS Self-assessment apps could be identified in four of the six domains: physical capacity, cognition, emotion and sensory perception. In total five apps are presented as examples. No apps were identified regarding nutrition and context factors. Numerous self-assessment apps were identified for the field of physical activity. CONCLUSION The presented results indicate that digital self-assessment can currently be realized for certain domains of the comprehensive geriatric assessment. New promising apps are currently under development. More research is needed to verify test quality criteria and usability of available apps. Furthermore, there is a need for a platform that integrates individual assessment apps to provide users with an overview of the results and recommendations.
Collapse
Affiliation(s)
- Melissa Johanna Böttinger
- Unit Digitale Geriatrie, Medizinische Fakultät der Universität Heidelberg, Heidelberg, Deutschland. .,Geriatrisches Zentrum, Universitätsklinikum Heidelberg, Heidelberg, Deutschland. .,Netzwerk Alternsforschung, Universität Heidelberg, Bergheimer Str. 20, 69115, Heidelberg, Deutschland.
| | - Jürgen M Bauer
- Unit Digitale Geriatrie, Medizinische Fakultät der Universität Heidelberg, Heidelberg, Deutschland.,Geriatrisches Zentrum, Universitätsklinikum Heidelberg, Heidelberg, Deutschland.,Netzwerk Alternsforschung, Universität Heidelberg, Bergheimer Str. 20, 69115, Heidelberg, Deutschland
| | - Katharina Gordt-Oesterwind
- Unit Digitale Geriatrie, Medizinische Fakultät der Universität Heidelberg, Heidelberg, Deutschland.,Geriatrisches Zentrum, Universitätsklinikum Heidelberg, Heidelberg, Deutschland.,Institut für Sport und Sportwissenschaft, Universität Heidelberg, Heidelberg, Deutschland.,Netzwerk Alternsforschung, Universität Heidelberg, Bergheimer Str. 20, 69115, Heidelberg, Deutschland
| | - Elena Litz
- Unit Digitale Geriatrie, Medizinische Fakultät der Universität Heidelberg, Heidelberg, Deutschland.,Geriatrisches Zentrum, Universitätsklinikum Heidelberg, Heidelberg, Deutschland.,Netzwerk Alternsforschung, Universität Heidelberg, Bergheimer Str. 20, 69115, Heidelberg, Deutschland
| | - Carl-Philipp Jansen
- Institut für Sport und Sportwissenschaft, Universität Heidelberg, Heidelberg, Deutschland.,Netzwerk Alternsforschung, Universität Heidelberg, Bergheimer Str. 20, 69115, Heidelberg, Deutschland.,Abteilung für Geriatrie und Klinik für Geriatrische Rehabilitation, Robert-Bosch-Krankenhaus Stuttgart, Stuttgart, Deutschland
| | - Clemens Becker
- Unit Digitale Geriatrie, Medizinische Fakultät der Universität Heidelberg, Heidelberg, Deutschland.,Geriatrisches Zentrum, Universitätsklinikum Heidelberg, Heidelberg, Deutschland.,Netzwerk Alternsforschung, Universität Heidelberg, Bergheimer Str. 20, 69115, Heidelberg, Deutschland.,Abteilung für Geriatrie und Klinik für Geriatrische Rehabilitation, Robert-Bosch-Krankenhaus Stuttgart, Stuttgart, Deutschland
| |
Collapse
|
27
|
Jakobsen MM, Mortensen OS, Grandahl K. Sun Protection Behavior in Danish Outdoor Workers Following a Multicomponent Intervention. Front Public Health 2022; 10:885950. [PMID: 35570895 PMCID: PMC9098216 DOI: 10.3389/fpubh.2022.885950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 04/07/2022] [Indexed: 11/29/2022] Open
Abstract
Background Outdoor workers can be exposed to relatively high levels of ultraviolet radiation and are at risk of developing occupational skin cancer. Implementing the use of sun protection in outdoor workers at work is therefore important. The objective of this follow-up study was to evaluate the effect of a multicomponent intervention to improve the use of sun protection in Danish outdoor workers. Method A total of 237 Danish outdoor workers were asked to complete surveys in 2016/17 and in 2020. Multicomponent interventions, between surveys, included information on skin cancer risk and use of sun protection, personal dosimetry and skin examination for signs of photodamage and skin cancer. Survey items on awareness of occupational skin cancer risk and perceived importance of sun protection as well as availability and use of sun protection at work were compared and analyzed in relation to the multicomponent intervention. Results Overall, the use of sun protection at work increased significantly (composite score [95% CI] 4.0 [3.7, 4.3] in 2016/17 and 4.6 [4.3, 4.9] in 2020, p < 0.001). Sunscreen was by far the biggest contributor, and the only type of sun protection used at work, which changed significantly (often/always use 37% in 2016/17 and 52% in 2020, p < 0.001). The biggest influence on the increased use of sun protection at work seemed to be a significant increase in the awareness of occupational skin cancer risk (moderate/high 43% in 2016/17 and 63% in 2020, p < 0.001) and perceived importance of sun protection at work (moderate/high 69% in 2016/17 and 83% in 2020, p < 0.001). Conclusion The results of this study indicate that awareness of occupational skin cancer risk as well as the perceived importance and use of sun protection at work in Danish outdoor workers may be improved by means of multicomponent intervention.
Collapse
Affiliation(s)
- Marie Munk Jakobsen
- The Department of Occupational and Social Medicine, Holbæk Hospital, Copenhagen University Holbæk, Holbæk, Denmark
| | - Ole Steen Mortensen
- The Department of Occupational and Social Medicine, Holbæk Hospital, Copenhagen University Holbæk, Holbæk, Denmark.,Department of Public Health, Section of Social Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Kasper Grandahl
- The Department of Occupational and Social Medicine, Holbæk Hospital, Copenhagen University Holbæk, Holbæk, Denmark.,Department of Public Health, Section of Social Medicine, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
28
|
Taito S, Tsujimoto Y, Kataoka Y. The construct of certainty of evidence has not been disseminated to systematic reviews and clinical practice guidelines; response to 'The GRADE Working Group' et al. J Clin Epidemiol 2022; 147:171-172. [PMID: 35341947 DOI: 10.1016/j.jclinepi.2022.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 03/21/2022] [Indexed: 10/18/2022]
Affiliation(s)
- Shunsuke Taito
- Division of Rehabilitation, Department of Clinical Practice and Support, Hiroshima University Hospital, Kasumi 1-2-3, Minami-ku, Hiroshima, 734-8551 JAPAN; Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, JAPAN.
| | - Yasushi Tsujimoto
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, JAPAN; Department of Nephrology and Dialysis, Kyoritsu Hospital, Chuo-cho 16-5, Kawanishi 666-0016 JAPAN; Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine / School of Public Health, Kyoto University, Yoshida Konoe-cho, Sakyo-ku, Kyoto 606-8501, JAPAN
| | - Yuki Kataoka
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, JAPAN; Department of Internal Medicine, Kyoto Min-Iren Asukai Hospital, Tanaka Asukai-cho 89, Sakyo-ku, Kyoto 606-8226, JAPAN; Section of Clinical Epidemiology, Department of Community Medicine, Kyoto University Graduate School of Medicine, Yoshida Konoe-cho, Sakyo-ku, Kyoto 606-8501, JAPAN; Department of Healthcare Epidemiology, Kyoto University Graduate School of Medicine / Public Health, Yoshida Konoe-cho, Sakyo-ku, Kyoto 606-8501, JAPAN
| |
Collapse
|
29
|
Abstract
Primary care is an essential partner in the response
Collapse
|
30
|
Association of step counts over time with the risk of chronic disease in the All of Us Research Program. Nat Med 2022; 28:2301-2308. [PMID: 36216933 PMCID: PMC9671804 DOI: 10.1038/s41591-022-02012-w] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 08/15/2022] [Indexed: 01/14/2023]
Abstract
The association between physical activity and human disease has not been examined using commercial devices linked to electronic health records. Using the electronic health records data from the All of Us Research Program, we show that step count volumes as captured by participants' own Fitbit devices were associated with risk of chronic disease across the entire human phenome. Of the 6,042 participants included in the study, 73% were female, 84% were white and 71% had a college degree, and participants had a median age of 56.7 (interquartile range 41.5-67.6) years and body mass index of 28.1 (24.3-32.9) kg m-2. Participants walked a median of 7,731.3 (5,866.8-9,826.8) steps per day over the median activity monitoring period of 4.0 (2.2-5.6) years with a total of 5.9 million person-days of monitoring. The relationship between steps per day and incident disease was inverse and linear for obesity (n = 368), sleep apnea (n = 348), gastroesophageal reflux disease (n = 432) and major depressive disorder (n = 467), with values above 8,200 daily steps associated with protection from incident disease. The relationships with incident diabetes (n = 156) and hypertension (n = 482) were nonlinear with no further risk reduction above 8,000-9,000 steps. Although validation in a more diverse sample is needed, these findings provide a real-world evidence-base for clinical guidance regarding activity levels that are necessary to reduce disease risk.
Collapse
|