A Mobile Social Networking App for Weight Management and Physical Activity Promotion: Results From an Experimental Mixed Methods Study

被引:12
|
作者
Laranjo, Liliana [1 ,2 ]
Quiroz, Juan C. [1 ,3 ]
Tong, Huong Ly [1 ]
Bazalar, Maria Arevalo [1 ]
Coiera, Enrico [1 ]
机构
[1] Macquarie Univ, Australian Inst Hlth Innovat, Level 6,75 Talavera Rd, Sydney, NSW 2113, Australia
[2] Univ Sydney, Fac Med & Hlth, Westmead Appl Res Ctr, Sydney, NSW, Australia
[3] Univ New South Wales, Ctr Big Data Res Hlth, Sydney, NSW, Australia
基金
英国医学研究理事会;
关键词
mobile apps; fitness trackers; exercise; social networking; body weight maintenance; mobile phone; BEHAVIOR-CHANGE; QUALITATIVE RESEARCH; INTERVENTIONS; OBESITY; EXPERIENCES; MEDICINE; TAXONOMY; SUPPORT; SCIENCE;
D O I
10.2196/19991
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Smartphone apps, fitness trackers, and online social networks have shown promise in weight management and physical activity interventions. However, there are knowledge gaps in identifying the most effective and engaging interventions and intervention features preferred by their users. Objective: This 6-month pilot study on a social networking mobile app connected to wireless weight and activity tracking devices has 2 main aims: to evaluate changes in BMI, weight, and physical activity levels in users from different BMI categories and to assess user perspectives on the intervention, particularly on social comparison and automated self-monitoring and feedback features. Methods: This was a mixed methods study involving a one-arm, pre-post quasi-experimental pilot with postintervention interviews and focus groups. Healthy young adults used a social networking mobile app intervention integrated with wireless tracking devices (a weight scale and a physical activity tracker) for 6 months. Quantitative results were analyzed separately for 2 groups-underweight-normal and overweight-obese BMI-using t tests and Wilcoxon sum rank, Wilcoxon signed rank, and chi-square tests. Weekly BMI change in participants was explored using linear mixed effects analysis. Interviews and focus groups were analyzed inductively using thematic analysis. Results: In total, 55 participants were recruited (mean age of 23.6, SD 4.6 years; 28 women) and 45 returned for the final session (n=45, 82% retention rate). There were no differences in BMI from baseline to postintervention (6 months) and between the 2 BMI groups. However, at 4 weeks, participants' BMI decreased by 0.34 kg/m(2) (P<.001), with a loss of 0.86 kg/m(2) in the overweight-obese group (P=.01). Participants in the overweight-obese group used the app significantly less compared with individuals in the underweight-normal BMI group, as they mentioned negative feelings and demotivation from social comparison, particularly from upward comparison with fitter people. Participants in the underweight-normal BMI group were avid users of the app's self-monitoring and feedback (P=.02) and social (P=.04) features compared with those in the overweight-obese group, and they significantly increased their daily step count over the 6-month study duration by an average of 2292 steps (95% CI 898-3370; P<.001). Most participants mentioned a desire for a more personalized intervention. Conclusions: This study shows the effects of different interventions on participants from higher and lower BMI groups and different perspectives regarding the intervention, particularly with respect to its social features. Participants in the overweight-obese group did not sustain a short-term decrease in their BMI and mentioned negative emotions from app use, while participants in the underweight-normal BMI group used the app more frequently and significantly increased their daily step count. These differences highlight the importance of intervention personalization Future research should explore the role of personalized features to help overcome personal barriers and better match individual preferences and needs.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] A personalized mobile app for physical activity: An experimental mixed-methods study
    Tong, Huong Ly
    Quiroz, Juan C.
    Kocaballi, Ahmet Baki
    Ijaz, Kiran
    Coiera, Enrico
    Chow, Clara K.
    Laranjo, Liliana
    DIGITAL HEALTH, 2022, 8
  • [2] Use of a mobile social networking intervention for weight management: a mixed-methods study protocol
    Laranjo, Liliana
    Lau, Annie Y. S.
    Martin, Paige
    Tong, Huong Ly
    Coiera, Enrico
    BMJ OPEN, 2017, 7 (07):
  • [3] Using a Mobile Social Networking App to Promote Physical Activity: A Qualitative Study of Users' Perspectives
    Tong, Huong Ly
    Coiera, Enrico
    Laranjo, Liliana
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2018, 20 (12)
  • [4] "FRIENDING" PHYSICAL ACTIVITY: RESULTS FROM THE SOCIAL NETWORKING FOR ACTIVITY PROMOTION WITH CELL PHONES (SNAP-C) STUDY
    Kraschnewski, Jennifer
    Rovniak, Liza S.
    George, Daniel R.
    Francis, Erica
    Sciamanna, Christopher
    JOURNAL OF GENERAL INTERNAL MEDICINE, 2013, 28 : S246 - S246
  • [5] Efficacy of a Mobile Social Networking Intervention in Promoting Physical Activity: Quasi-Experimental Study
    Huong Ly Tong
    Coiera, Enrico
    Tong, William
    Wang, Ying
    Quiroz, Juan C.
    Martin, Paige
    Laranjo, Liliana
    JMIR MHEALTH AND UHEALTH, 2019, 7 (03):
  • [6] Characteristics of Adopters of an Online Social Networking Physical Activity Mobile Phone App: Cluster Analysis
    Sanders, Ilea
    Short, Camille E.
    Bogomolova, Svetlana
    Stanford, Tyman
    Plotnikoff, Ronald
    Vandelanotte, Corneel
    Olds, Tim
    Edney, Sarah
    Ryan, Jillian
    Curtis, Rachel G.
    Maher, Carol
    JMIR MHEALTH AND UHEALTH, 2019, 7 (06):
  • [7] Understanding Usage of a Hybrid Website and Smartphone App for Weight Management: A Mixed-Methods Study
    Morrison, Leanne G.
    Hargood, Charlie
    Lin, Sharon Xiaowen
    Dennison, Laura
    Joseph, Judith
    Hughes, Stephanie
    Michaelides, Danius T.
    Johnston, Derek
    Johnston, Marie
    Michie, Susan
    Little, Paul
    Smith, Peter W. F.
    Weal, Mark J.
    Yardley, Lucy
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2014, 16 (10) : 43 - 62
  • [8] Parent and Pediatrician Perspectives on Physical Activity Promotion in Pediatric Primary Care: A Preliminary Mixed Methods Study
    Whooten, Rachel
    Horan, Christine
    Aguirre, Annabelle
    Dartley, Anna Nicole
    Taveras, Elsie
    AMERICAN JOURNAL OF HEALTH PROMOTION, 2023, 37 (01) : 65 - 76
  • [9] Physical activity promotion and participation for people living with and beyond head and neck cancer: A mixed methods study
    Doughty, Hannah C.
    Woolfall, Kerry
    Hill, Ruaraidh A.
    Midgley, Adrian W.
    Patterson, Joanne M.
    Boddy, Lynne M.
    Rogers, Simon N.
    Williams, Nefyn H.
    SUPPORTIVE CARE IN CANCER, 2025, 33 (02)
  • [10] Process evaluation of physical activity counselling with and without the use of mobile technology: A mixed methods study
    Verwey, R.
    van der Weegen, S.
    Spreeuwenberg, M.
    Tange, H.
    van der Weijden, T.
    de Witte, L.
    INTERNATIONAL JOURNAL OF NURSING STUDIES, 2016, 53 : 3 - 16