| Literature DB >> 30794205 |
Abstract
BACKGROUND: In recent years, the use of mobile phone weight-management apps has increased significantly. Weight-management apps have been found effective in promoting health and managing weight. However, data on user perception and on barriers to app usage are scarce.Entities:
Keywords: lifestyle; mobile app; mobile phone; weight loss
Mesh:
Year: 2019 PMID: 30794205 PMCID: PMC6406230 DOI: 10.2196/12692
Source DB: PubMed Journal: JMIR Mhealth Uhealth ISSN: 2291-5222 Impact factor: 4.773
Sociodemographic characteristics and health status of participants stratified by body mass index.
| Characteristics | Body mass index | Total | ||
| 18.5 to 24.9 kg/m2 | >25 kg/m2 | |||
| No | 283 (59.33) | 395 (55.32) | 678 (56.93) | |
| Yes | 194 (40.67) | 319 (44.68) | 513 (43.07) | |
| Female | 127 (65.46) | 178 (55.80) | 305 (59.45) | |
| Male | 67 (34.54) | 141(44.20) | 208 (40.55) | |
| Non-Saudi | 8 (4.12) | 18 (5.64) | 26 (5.07) | |
| Saudi | 186 (95.88) | 301 (94.36) | 487 (94.93) | |
| Age (years), mean (SD) | 24.4 (6.9) | 27.7 (8.3) | — | |
| In school | 122 (62.89) | 161 (50.47) | 283 (55.17) | |
| Not working or retired | 7 (3.61) | 20 (6.27) | 27 (5.26) | |
| Working full-time | 65 (33.51) | 138 (43.26) | 203 (39.57) | |
| High school degree | 42 (21.65) | 45 (14.11) | 87 (16.96) | |
| Bachelor’s degree | 122 (62.89) | 189 (59.25) | 311 (60.62) | |
| Graduate degree (Masters, PhD, or MD) | 30 (15.46) | 85 (26.65) | 115 (22.42) | |
| Less than 5,000 SR/month | 7 (3.61) | 20 (6.27) | 27 (5.26) | |
| 5,100 to 10,000 SR/month | 55 (28.35) | 93 (29.15) | 148 (28.85) | |
| 10,100 to 20,000 SR/month | 76 (39.18) | 105 (32.92) | 181 (35.28) | |
| >20,000 SR/month | 56 (28.87) | 101 (31.66) | 157 (30.60) | |
| Poor | 2 (1.03) | 14 (4.39) | 16 (3.12) | |
| Average | 32 (16.49) | 66 (20.69) | 98 (19.10) | |
| Good | 22 (11.34) | 43 (13.48) | 65 (12.67) | |
| Very good | 80 (41.24) | 112 (35.11) | 192 (37.43) | |
| Excellent | 58 (29.90) | 84 (26.33) | 142 (27.68) | |
| Never | 55 (28.35) | 119 (37.30) | 174 (33.92) | |
| 1 day | 28 (14.43) | 23 (7.21) | 51 (9.94) | |
| 2 days | 39 (20.10) | 49 (15.36) | 88 (17.15) | |
| 3-4 days | 39 (20.10) | 66 (20.69) | 105 (20.47) | |
| 5-7 days | 33 (17.01) | 62 (19.44) | 95 (18.52) | |
| Poor | 22 (11.34) | 80 (25.08) | 102 (19.88) | |
| Fair | 39 (20.10) | 77 (24.14) | 116 (22.61) | |
| Good | 62 (31.96) | 111 (34.80) | 173 (33.72) | |
| Very good | 59 (30.41) | 45 (14.11) | 104 (20.27) | |
| Excellent | 12 (6.19) | 6 (1.88) | 18 (3.51) | |
| Yes | 23 (11.86) | 53 (16.61) | 76 (14.81) | |
| No | 171 (88.14) | 266 (83.39) | 437 (85.19) | |
| None | 135 (69.59) | 212 (66.46) | 347 (67.64) | |
| Hypercholesterolemia | 9 (4.64) | 8 (2.51) | 17 (3.31) | |
| Hypertension | 9 (4.64) | 9 (2.82) | 18 (3.51) | |
| Depression | 8 (4.12) | 46 (14.42) | 54 (10.53) | |
| Diabetes | 21 (10.82) | 21 (6.58) | 42 (8.19) | |
| Other chronic disease | 12 (6.19) | 23 (7.21) | 35 (6.82) | |
Pattern of use of weight-management apps stratified by body mass index.
| Pattern of use | Body mass index | Total | ||
| 18.5-24.9 kg/m2 | ≥25 kg/m2 | |||
| 1-5 apps | 174 (89.6) | 302 (94.6) | 476 (92.79) | |
| 6-10 apps | 15 (7.73) | 12 (3.76) | 27 (5.26) | |
| >11 apps | 5 (2.58) | 5 (1.57) | 10 (1.95) | |
| 2 or more times a day | 29 (14.95) | 40 (12.54) | 69 (13.45) | |
| About 1 time each day | 17 (8.76) | 32 (10.03) | 49 (9.55) | |
| A few times each week | 43 (22.16) | 70 (21.94) | 113 (22.03) | |
| A few times a month | 43 (22.16) | 60 (18.81) | 103 (20.08) | |
| Less than once a month | 62 (31.96) | 117 (36.6) | 179 (34.89) | |
| Weight loss | 26 (13.40) | 134 (42.0) | 160 (31.19) | |
| Monitor food intake | 82 (42.27) | 88 (27.59) | 170 (33.14) | |
| Track how much activity or exercise I get | 52 (26.80) | 47 (14.73) | 99 (19.30) | |
| Show or teach me exercises | 19 (9.79) | 24 (7.52) | 43 (8.38) | |
| I want to kill time when bored | 7 (3.61) | 12 (3.76) | 19 (3.70) | |
| Other reasons | 8 (4.12) | 14 (4.39) | 22 (4.29) | |
| Best ranked in the app store | 53 (27.32) | 101 (31.6) | 154 (30.02) | |
| Recommendations from friends or family | 66 (34.02) | 88 (27.59) | 154 (30.02) | |
| Social media influencers | 32 (16.49) | 61 (19.12) | 93 (18.13) | |
| Web searches (eg, Google) | 15 (7.73) | 45 (14.11) | 60 (11.70) | |
| Recommended by other apps | 26 (13.40) | 18 (5.64) | 44 (8.58) | |
| TV | 2 (1.03) | 6 (1.88) | 8 (1.56) | |
| Monitored by a specialist | 31 (15.98) | 126 (39.5) | 157 (30.60) | |
| Can identify calories using barcode | 54 (27.84) | 77 (24.14) | 131 (25.54) | |
| Nutrition information of many food items | 67 (34.54) | 56 (17.55) | 123 (23.98) | |
| Provides a weekly or monthly progress report | 26 (13.40) | 44 (13.79) | 70 (13.65) | |
| Reminders to follow a diet or exercise | 16 (8.25) | 16 (5.02) | 32 (6.24) | |
User conceptions and efficacy of weight-management apps stratified by body mass index.
| User conceptions | Body mass index | Total | ||
| 18.5-24.9 kg/m2 | >25 kg/m2 | |||
| Strongly disagree | 65 (33.51) | 74 (23.20) | 139 (27.10) | |
| Disagree | 11 (5.67) | 19(5.96) | 30 (5.85) | |
| Unsure | 20 (10.31) | 78 (24.45) | 98 (19.10) | |
| Agree | 82 (42.27) | 125 (39.18) | 207 (40.35) | |
| Strongly agree | 16 (8.25) | 23 (7.21) | 39 (7.60) | |
| Strongly disagree | 51 (26.29) | 71 (22.26) | 122 (23.78) | |
| Disagree | 9 (4.64) | 15 (4.70) | 24 (4.68) | |
| Unsure | 18 (9.28) | 56 (17.55) | 74 (14.42) | |
| Agree | 96 (49.48) | 148 (46.39) | 244 (47.56) | |
| Strongly agree | 20 (10.31) | 29 (9.09) | 49 (9.55) | |
| Strongly disagree | 50 (25.77) | 52 (16.30) | 102 (19.88) | |
| Disagree | 0 (0.00) | 7 (2.19) | 7 (1.36) | |
| Unsure | 42 (21.65) | 170 (53.29) | 212 (41.33) | |
| Agree | 80 (41.24) | 60 (18.81) | 140 (27.29) | |
| Strongly agree | 22 (11.34) | 30 (9.40) | 52 (10.14) | |
Reasons for discontinuing use, stratified by body mass index.
| Reasons for discontinuing use | Body mass index | Total | |||
| 18.5-24.9 kg/m2 | >25 kg/m2 | ||||
| No | 50 (25.77) | 83 (26.02) | 133 (25.93) | ||
| Yes | 144 (74.23) | 236 (73.98) | 380 (74.07) | ||
| Monitoring by a specialist was not offered | 21 (14.58) | 80 (33.90) | 101 (26.58) | ||
| The app language was not in the local language | 45 (31.25) | 48 (20.34) | 93 (24.47) | ||
| There were hidden costs | 21 (14.58) | 37 (15.68) | 58 (15.26) | ||
| Loss of interest | 17 (11.81) | 30 (12.71) | 47 (12.37) | ||
| The app was confusing to use | 30 (20.83) | 34 (14.41) | 64 (16.84) | ||
| I no longer need it, or I met my goals | 10 (6.94) | 7 (2.97) | 17 (4.47) | ||