| Literature DB >> 30632971 |
Paul Krebs1, Jack Burkhalter2, Jeffrey Fiske3, Herbert Snow3, Elizabeth Schofield2, Michelle Iocolano2, Sarah Borderud2, Jamie S Ostroff2.
Abstract
BACKGROUND: Although smoking cessation apps have become popular, few have been tested in randomized clinical trials or undergone formative evaluation with target users.Entities:
Keywords: app; cancer; mHealth; mobile phone; tobacco
Mesh:
Year: 2019 PMID: 30632971 PMCID: PMC6329892 DOI: 10.2196/10071
Source DB: PubMed Journal: JMIR Mhealth Uhealth ISSN: 2291-5222 Impact factor: 4.773
Figure 1Study flow. Asterisk indicates that five participants were deemed ineligible after randomization due to a change in prognosis; their data were not analyzed. Cessation tx: cessation treatment; cog imp: cognitive impairment; psych illness: Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition psychological diagnosis.
Comparison of participant characteristics by enrollment status.
| Characteristic | All (n=136), n (%) | Enrolled (n=38), n (%) | Refused (n=98), n (%) | ||||||
| .50 | |||||||||
| <40 | 7 (5.2) | 3 (7.9) | 4 (4.1) | ||||||
| 40-49 | 15 (11.0) | 4 (10.5) | 11 (11.2) | ||||||
| 50-59 | 52 (38.2) | 15 (39.5) | 37 (37.8) | ||||||
| 60-69 | 45 (33.1) | 13 (34.2) | 32 (32.7) | ||||||
| 70+ | 17 (12.5) | 3 (7.9) | 14 (14.3) | ||||||
| .003 | |||||||||
| Female | 69 (50.7) | 27 (71.1) | 42 (42.9) | ||||||
| Male | 67 (49.3) | 11 (29.0) | 56 (57.1) | ||||||
| .18 | |||||||||
| White | 114 (83.8) | 35 (92.1) | 79 (80.6) | ||||||
| Black | 7 (5.2) | 1 (2.6) | 6 (6.1) | ||||||
| Asian | 4 (2.9) | 2 (5.3) | 2 (2.0) | ||||||
| Other | 1 (0.7) | 0 (0) | 1 (1.0) | ||||||
| Refused | 10 (7.4) | 0 (0) | 10 (10.2) | ||||||
| .54 | |||||||||
| Non-Hispanic | 131 (96.3) | 36 (94.7) | 95 (96.9) | ||||||
| Hispanic | 5 (3.7) | 2 (5.3) | 3 (3.1) | ||||||
| .08 | |||||||||
| Gastrointestinal | 40 (29.4) | 9 (23.7) | 31 (31.6) | ||||||
| Lung | 32 (23.5) | 12 (31.6) | 20 (20.4) | ||||||
| Urologic | 18 (13.2) | 2 (5.3) | 16 (16.3) | ||||||
| Colorectal | 14 (10.3) | 5 (13.2) | 9 (9.2) | ||||||
| Gynecologic | 11 (8.1) | 6 (15.8) | 5 (5.1) | ||||||
| Other | 21 (15.4) | 4 (10.5) | 17 (17.4) | ||||||
| .72 | |||||||||
| 0 | 7 (5.2) | 3 (7.9) | 4 (4.1) | ||||||
| I | 54 (39.7) | 14 (36.8) | 40 (40.8) | ||||||
| II | 27 (19.9) | 7 (18.4) | 20 (20.4) | ||||||
| III | 26 (19.1) | 6 (15.8) | 20 (20.4) | ||||||
| IV | 7 (5.2) | 4 (10.5) | 3 (3.1) | ||||||
| Missing (or 88 or 99) | 15 (11.0) | 4 (10.5) | 11 (11.2) | ||||||
aP value is based on t test for age, Mantel-Haenszel chi-square for clinical stage, and Pearson’s chi-square for all other variables.
Attrition by participant characteristics (n=38).
| Characteristic | All (n=38) | Completers (n=24) | Lost to follow-up (n=14) | |||
| .48 | ||||||
| Female | 27 (71) | 18 (67) | 9 (33) | |||
| Male | 11 (29) | 6 (55) | 5 (46) | |||
| .34 | ||||||
| White | 35 (92) | 21 (60) | 14 (40) | |||
| Asian | 2 (5) | 2 (100) | 0 (0) | |||
| Black | 1 (3) | 1 (100) | 0 (0) | |||
| .28 | ||||||
| Married | 21 (55) | 11 (52) | 10 (48) | |||
| Divorced or widowed | 11 (29) | 8 (73) | 3 (27) | |||
| Single | 6 (16) | 5 (83) | 1 (17) | |||
| .42 | ||||||
| ≤High school | 9 (24) | 4 (44) | 5 (56) | |||
| Some college | 12 (32) | 9 (75) | 3 (25) | |||
| College grad | 17 (45) | 11 (65) | 6 (35) | |||
| .20 | ||||||
| Employed | 14 (37) | 9 (64) | 5 (36) | |||
| Retired | 13 (34) | 6 (46) | 7 (54) | |||
| Unemployed or on leave | 11 (29) | 9 (82) | 2 (18) | |||
| .66 | ||||||
| <US $10k | 4 (11) | 4 (100) | 0 (0) | |||
| US $10k-$30k | 4 (11) | 2 (50) | 2 (50) | |||
| US $30k-$70k | 8 (21) | 4 (50) | 4 (50) | |||
| >US $70k | 20 (53) | 13 (65) | 7 (35) | |||
| Missing | 2 (5) | 1 (50) | 1 (50) | |||
| <.01 | ||||||
| Never or rarely or monthly | 14 (37) | 4 (29) | 10 (71) | |||
| Occasionally or more | 24 (63) | 20 (83) | 4 (17) | |||
| .85 | ||||||
| Never or rarely or monthly | 6 (16) | 4 (67) | 2 (33) | |||
| Occasionally or more | 32 (84) | 20 (63) | 12 (38) | |||
| .97 | ||||||
| Maintained or increased | 8 (21) | 5 (63) | 3 (38) | |||
| Decreased | 30 (79) | 19 (63) | 11 (37) | |||
| .33 | ||||||
| No | 9 (24) | 4 (44) | 5 (56) | |||
| Yes, once | 9 (24) | 7 (78) | 2 (22) | |||
| Yes, more than once | 20 (53) | 13 (65) | 7 (35) | |||
| .62 | ||||||
| Lung | 12 (32) | 7 (58) | 5 (42) | |||
| Gastrointestinal | 9 (24) | 4 (44) | 5 (56) | |||
| Gynecologic | 6 (16) | 5 (83) | 1 (17) | |||
| Colorectal | 5 (13) | 4 (80) | 1 (20) | |||
| Urologic | 2 (5) | 1 (50) | 1 (50) | |||
| Other | 4 (11) | 3 (75) | 1 (25) | |||
| .46 | ||||||
| 0 | 3 (8) | 1 (33) | 2 (66.7) | |||
| I | 14 (37) | 8 (57) | 6 (42.9) | |||
| II | 7 (18) | 5 (71) | 2 (28.6) | |||
| III | 6 (16) | 3 (50) | 3 (50.0) | |||
| IV | 4 (11) | 3 (75) | 1 (25.0) | |||
| Missing (or 88 or 99) | 4 (11) | 4 (100) | 0 (0) | |||
| .80 | ||||||
| Standard Care | 18 (47) | 11 (61) | 7 (39) | |||
| Quit It | 20 (53) | 13 (65) | 7 (35) | |||
| .02 | ||||||
| Any | 8 (21) | 8 (100) | 0 (0) | |||
| None | 30 (79) | 16 (53) | 14 (47) | |||
| Age (current; years), mean (SD) | 57.11 (9.6) | 54.79 (9.1) | 61.07 (9.5) | .05 | ||
| Baseline Fagerstrom scorea, mean (SD) | 3.68 (2.2) | 3.41 (2.1) | 4.17 (2.5) | .35 | ||
| Years smoking (n=40), mean (SD) | 36.7 (12.6) | 34.43 (14.1) | 40.50 (8.8) | .16 | ||
| Baseline cigarettes per day (n=41), mean (SD) | 12.34 (14.7) | 11.10 (7.1) | 14.46 (22.8) | .50 | ||
| Baseline intention to abstain for 30 days (n=40), mean (SD) | 2.73 (2.1) | 3.04 (2.3) | 2.15 (1.8) | .23 | ||
| .57 | ||||||
| Number used (of 13) | 8.47 (3.8) | 8.75 (4.2) | 8.00 (3.2) | |||
| .76 | ||||||
| Mean (of 16 items), range 0-100 | 57.05 (22.6) | 56.20 (24.2) | 58.52 (20.2) | |||
a0-2: Very low; 3-4: Low; 5: Medium; 6-7: High; 8-10: Very high or heavy.
Tobacco-related outcomes at 1-month follow-up.
| Characteristic | Standard care (n=11), mean (SD) | QuitIT (n=13), mean (SD) | Effect size |
| Situational self-efficacy (range 0-100) | 80.01 (19.3) | 84.43 (15.9) | 0.25 (−0.56 to 1.06) |
| Days abstinent postdischarge | 25.64 (11.8) | 23.85 (23.3) | −0.09 (−0.90 to 0.71) |
| Length of admission (days) | 8.64 (5.9) | 6.69 (5.0) | 0.36 (−0.45 to 1.17) |
| Intend to abstain for next 30 days (range 1-5) | 1.55 (0.9) | 3.75 (2.8) | 1.03 (0.14 to 1.89) |
| Importance of quitting (range 1-10) | 10 (0) | 9.46 (1.9) | −0.38 (−1.18 to 0.44) |
Satisfaction with the game at 1-month follow-up (n=8).
| Item and response | Value, n (%) | |
| Strongly agree or agree | 6 (75) | |
| Neither agree nor disagree | 0 (0) | |
| Disagree or strongly disagree | 2 (25) | |
| Strongly agree or agree | 5 (63) | |
| Neither agree nor disagree | 2 (25) | |
| Disagree or strongly disagree | 1 (13) | |
| Strongly agree or agree | 7 (88) | |
| Neither agree nor disagree | 0 (0) | |
| Disagree or strongly disagree | 1 (13) | |
| Strongly agree | 5 (63) | |
| Neither agree nor disagree | 1 (13) | |
| Disagree or strongly disagree | 2 (25) | |
| I learned a lot | 4 (50) | |
| I learned a moderate amount | 2 (25) | |
| I learned a little bit | 2 (25) | |
| I didn’t learn much at all | 0 (0) | |
| Strongly agree | 5 (63) | |
| Neither agree nor disagree | 0 (0) | |
| Disagree or strongly disagree | 3 (38) | |
| Extremely likely or likely | 4 (50) | |
| Likely | 2 (25) | |
| Neither likely nor unlikely | 2 (25) | |
| Unlikely or extremely unlikely | 0 (0) | |
| Extremely satisfied | 2 (25) | |
| Satisfied | 3 (38) | |
| Neither satisfied nor dissatisfied | 2 (25) | |
| Dissatisfied or extremely dissatisfied | 1 (13) | |
| Took too long | 2 (25) | |
| Were just about right | 6 (75) | |
| Were too short | 0 (0) | |
| Extremely helpful | 2 (25) | |
| Very helpful | 2 (25) | |
| Moderately helpful | 1 (13) | |
| A little bit helpful | 1 (13) | |
| Not at all helpful | 2 (25) | |
| 0 | 3 (38) | |
| 1-4 | 2 (25) | |
| 5-19 | 0 (0) | |
| 20+ | 2 (25) | |
| Missing | 1 (13) | |