| Literature DB >> 33970120 |
Serena Petrocchi1, Chiara Filipponi2, Giacomo Montagna3, Marta Bonollo4, Olivia Pagani5, Francesco Meani6.
Abstract
BACKGROUND: Several mobile apps have been designed for patients with a diagnosis of cancer. Unfortunately, despite the promising potential and impressive spread, their effectiveness often remains unclear. Most mobile apps are developed without any medical professional involvement and quality evidence-based assessment. Furthermore, they are often implemented in clinical care before any research is performed to confirm usability, appreciation, and clinical benefits for patients.Entities:
Keywords: breast cancer; breast cancer journey; breast cancer patient; decision-making process; empowerment; mobile app; smartphone app
Year: 2021 PMID: 33970120 PMCID: PMC8145088 DOI: 10.2196/28668
Source DB: PubMed Journal: JMIR Form Res ISSN: 2561-326X
Characteristics of the participants (N=20).
| Characteristic | Value, mean (SD) or n (%) | |
| Age (years), mean (SD) | 51 (10) | |
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| Apprenticeship/high school diploma | 12 (60%) |
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| University bachelor’s degree | 5 (25%) |
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| University master’s degree | 3 (15%) |
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| Single | 3 (15%) |
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| Married or civil partnership | 13 (65%) |
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| Separated or divorced | 3 (15%) |
Descriptive statistics of the Mobile App Rating Scale.
| Item | Score | ||
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| Range | Mean | SD |
| Interest of use | 2-5 | 4.00 | 0.81 |
| Appropriateness of the contents | 3-4 | 3.61 | 0.50 |
| Easiness of functioning | 2-4 | 3.46 | 0.66 |
| Accuracy of the information | 4-5 | 4.33 | 0.49 |
| Learning process | 3-5 | 4.46 | 0.66 |
| App design | 3-5 | 3.77 | 0.43 |
| App recommendation | 1-5 | 3.75 | 1.20 |
| Trustfulness of the source | 1-3 | 2.16 | 1.02 |
| Use of the app in the future | 2-3 | 2.41 | 0.51 |
| General evaluation | 2-5 | 3.58 | 0.90 |
Correlations among the variables.
| Variable | Age | Educational level | Interest of use | Appropriateness of the contents | Easiness of functioning | Accuracy of the information | Learning process | App design | App recommendation | Trustfulness of the source | Use of the app in the future | General user evaluation | User experience | Empowerment | |
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| 1 | 0.29 | 0.10 | −0.10 | −0.07 | −0.03 | −0.68 | 0.23 | 0.11 | −0.32 | 0.15 | −0.09 | 0.17 | 0.14 |
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| —a | .37 | .75 | .75 | .82 | .93 | .01 | .47 | .72 | .31 | .65 | .78 | .60 | .65 | |
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| 0.29 | 1 | 0.09 | −0.14 | −0.42 | 0.28 | −0.18 | 0.39 | −0.34 | 0.14 | 0.00 | −0.72 | −0.16 | −0.11 |
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| .37 | — | .77 | .65 | .18 | .40 | .58 | .21 | .28 | .67 | .99 | .009 | .61 | .74 | |
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| 0.10 | 0.09 | 1 | 0.27 | −0.25 | 0.12 | 0.29 | 0.56 | 0.58 | 0.03 | 0.58 | 0.33 | 0.19 | 0.56 |
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| .75 | .77 | — | .39 | .42 | .72 | .37 | .06 | .049 | .93 | .034 | .29 | .55 | .06 | |
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| −0.10 | −0.14 | 0.27 | 1 | −0.06 | −0.39 | 0.20 | 0.21 | 0.45 | −0.24 | 0.60 | 0.29 | 0.16 | 0.62 |
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| .75 | .65 | .39 | — | .86 | .24 | .52 | .51 | .14 | .45 | .04 | .37 | .62 | .03 | |
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| −0.07 | −0.42 | −0.25 | −0.06 | 1 | −0.07 | −0.14 | −0.16 | −0.07 | −0.52 | 0.22 | 0.27 | −0.27 | −0.16 |
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| .82 | .18 | .42 | .86 | — | .84 | .67 | .61 | .82 | .09 | .50 | .39 | .39 | .63 | |
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| −0.03 | 0.28 | 0.12 | −0.39 | −0.07 | 1 | −0.36 | 0.17 | −0.07 | 0.46 | −0.04 | −0.39 | 0.50 | 0.13 |
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| .93 | .40 | .72 | .24 | .84 | — | .27 | .62 | .84 | .15 | .91 | .24 | .12 | .71 | |
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| −0.68 | −0.18 | 0.29 | 0.20 | −0.14 | −0.36 | 1 | 0.24 | 0.06 | 0.22 | 0.08 | 0.46 | −0.16 | 0.22 |
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| .01 | .58 | .37 | .52 | .67 | .27 | — | .45 | .85 | .49 | .80 | .13 | .62 | .49 | |
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| 0.23 | 0.39 | 0.56 | 0.21 | −0.16 | 0.17 | 0.24 | 1 | 0.48 | 0.00 | 0.63 | 0.11 | 0.21 | 0.74 |
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| .47 | .21 | .06 | .51 | .61 | .62 | .45 | — | .11 | .99 | .03 | .74 | .52 | .006 | |
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| 0.11 | −0.34 | 0.58 | 0.45 | −0.07 | −0.07 | 0.06 | 0.48 | 1 | −0.18 | 0.66 | 0.43 | 0.48 | 0.75 |
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| .72 | .28 | .049 | .14 | .82 | .84 | .85 | .11 | — | .58 | .02 | .16 | .12 | .005 | |
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| −0.32 | 0.14 | 0.03 | −0.24 | −0.52 | 0.46 | 0.22 | 0.00 | −0.18 | 1 | −0.31 | −0.03 | 0.36 | 0.02 |
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| .31 | .67 | .93 | .45 | .09 | .15 | .49 | .99 | .58 | — | .32 | .93 | .26 | .94 | |
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| 0.15 | 0.00 | 0.58 | 0.60 | 0.22 | −0.04 | 0.08 | 0.63 | 0.66 | −0.31 | 1 | 0.38 | 0.36 | 0.75 |
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| .65 | .99 | <.05 | .04 | .50 | .91 | .80 | .03 | .02 | .32 | — | .22 | .26 | .006 | |
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| −0.09 | −0.72 | 0.33 | 0.29 | 0.27 | −0.39 | 0.46 | 0.11 | 0.43 | −0.03 | 0.38 | 1 | 0.25 | 0.47 |
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| .78 | .009 | .29 | .37 | .39 | .24 | .13 | .74 | .16 | .93 | .22 | — | .44 | .13 | |
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| 0.17 | −0.16 | 0.19 | 0.16 | −0.27 | 0.50 | −0.16 | 0.21 | 0.48 | 0.36 | 0.36 | 0.25 | 1 | 0.59 |
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| .60 | .61 | .55 | .62 | .39 | .12 | .62 | .52 | .12 | .26 | .26 | .44 | — | .043 | |
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| 0.14 | −0.11 | 0.56 | 0.62 | −0.16 | 0.13 | 0.22 | 0.74 | 0.75 | 0.02 | 0.75 | 0.47 | 0.59 | 1 |
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| .65 | .74 | .06 | .03 | .63 | .71 | .49 | .006 | .005 | .94 | .006 | .13 | .043 | — | |
aNot applicable.
Regression analysis.
| Variable | Empowerment | ||
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| Β (95% CI) or % | ||
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| Civil status (0=no partner) | 0.09 (−1.37 to 1.73) | .79 |
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| Age | 0.34 (−0.04 to 0.12) | .33 |
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| Education (0=low) | −0.12 (−1.35 to 1.01) | .74 |
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| R2 (%) | 13% | N/Aa |
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| Civil status (0=no partner) | −0.16 (−0.64 to 0.03) | .06 |
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| Age | 0.13 (0.001 to 0.03) | .04 |
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| Education (0=low) | −0.15 (−0.55 to 0.12) | .13 |
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| Appropriateness of the contents | 0.44 (0.63 to 1.39) | .003 |
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| App design | 0.61 (0.81 to 2.34) | .007 |
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| App recommendation | 0.18 (−0.09 to 0.43) | .12 |
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| Use of the app in the future | −0.02 (−0.56 to 0.44) | .71 |
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| User experience | 0.31 (0.22 to 0.69) | .009 |
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| R2 (%) | 79% | N/A |
aN/A: not applicable.