| Literature DB >> 30166275 |
Rami A El Shafie1,2, Dorothea Weber3, Nina Bougatf1,2, Tanja Sprave1,2, Dieter Oetzel1,2, Peter E Huber1,2,4, Jürgen Debus1,2,4, Nils H Nicolay1,2,4,5,6.
Abstract
BACKGROUND: Consumer electronics and Web-enabled mobile devices are playing an increasing role in patient care, and their use in the oncologic sector opens up promising possibilities in the fields of supportive cancer care and systematic patient follow-up.Entities:
Keywords: acceptance; mHealth; mobile app; mobile phone; patient-reported outcome; quality of life; radiotherapy; smartphone; surveillance
Year: 2018 PMID: 30166275 PMCID: PMC6137282 DOI: 10.2196/10916
Source DB: PubMed Journal: JMIR Mhealth Uhealth ISSN: 2291-5222 Impact factor: 4.773
Patient characteristics before radiotherapy (N=200).
| Characteristics | Value | |
| Mean (SD) | 57.2 (11.08) | |
| Median (range) | 57 (27-78) | |
| Q1-Q3 | 50-65 | |
| Male | 85 (42.5) | |
| Female | 115 (57.5) | |
| Breast cancer | 115 (57.5) | |
| Prostate cancer | 85 (42.5) | |
| Curative | 169 (84.5) | |
| Palliative | 31 (15.5) | |
| is | 4 (2.0) | |
| 1 | 88 (44.0) | |
| 2 | 65 (32.5) | |
| 3 | 36 (18.0) | |
| 4 | 4 (2.0) | |
| X | 1 (0.5) | |
| Unknown | 2 (1.0) | |
| 0 | 132 (66.0) | |
| + | 19 (9.5) | |
| 1 | 38 (19.0) | |
| 2 | 4 (2.0) | |
| 3 | 4 (2.0) | |
| X | 3 (1.5) | |
| 0 | 159 (79.5) | |
| 1 | 34 (17.0) | |
| X | 7 (3.5) | |
| 60 | 3 (1.5) | |
| 70 | 19 (9.5) | |
| 80 | 43 (21.5) | |
| 90 | 68 (34.0) | |
| 100 | 67 (33.5) | |
| No | 144 (72.0) | |
| Yes | 56 (28.0) | |
| Early | 102 (51.0) | |
| Advanced | 98 (49.0) | |
aEarly tumor stage: Tis/1/2, N0, M0; advanced tumor stage: T3 or above, N1 or above, M1.
Figure 1Flowchart illustrating patient screening and recruitment workflow. RT: radiotherapy.
Figure 2Distribution of the answers provided to selected questions regarding the helpfulness of mobile app–based therapy support in different situations.
Figure 3Distribution of the answers provided to selected questions regarding the favored frequencies of consulting a physician (Q14) or answering app-based health-related queries (Q15) as well as maximum acceptable waiting times for daily radiotherapy (Q16) or for a spontaneous medical consultation, if required (Q17).
Scores for the areas of interest (AOI) as calculated from the analysis of all returned questionnaires filled out at T0.
| Scale | Description | Items | Mean (SD) | Median | Q1 | Q3 | Min | Max |
| AOI 1 | Habits of smartphone use | Q3 + Q7 + Q8 | 52.2 (27.22) | 50 | 40 | 80 | 0 | 100 |
| AOI 2 | Technical knowledge and abilities | Q4 + Q6 | 66.2 (21.39) | 71.4 | 42.9 | 85.7 | 0 | 100 |
| AOI 3 | Readiness to use an app | Q9 + Q14 + Q20 + Q21 + Q22+ Q27 | 68.6 (14.44) | 71.4 | 61.9 | 76.2 | 19 | 95.2 |
| AOI 4 | Possible features of a mobile app | Q11 + Q12 | 79.4 (17.01) | 75 | 75 | 87.5 | 0 | 100 |
| AOI 5 | Timeframe of reachability | Q23 + Q24 + Q25 | 58.8 (18.58) | 58.3 | 41.7 | 66.7 | 16.7 | 100 |
| AOI 6 | General attitude | Q15 + Q16 + Q17 | 37.5 (13.47) | 33.3 | 25 | 50 | 0 | 75 |
Figure 4Scores for the different areas of interest (AOI) covered by the questionnaires. The asterisks indicate the mean value of the corresponding AOI.
Figure 5Comparison between the area of interest (AOI) scores of 140 patients who answered the survey at time points T0 and T1.
Quantitative comparison between answers provided at time points T0 and T1 for different survey items for 140 patients who filled out the survey questionnaire twice.
| Area of interest (AOI) | ||
| .27 | ||
| Q3 | .81 | |
| Q7 | .94 | |
| Q8 | .005 | |
| .497 | ||
| Q4 | .98 | |
| Q6 | .23 | |
| .001a,b | ||
| Q9 | .17 | |
| Q14 | <.001a,b | |
| Q20 | .23 | |
| Q21 | .98 | |
| Q22 | <.001 | |
| Q27 | .03b | |
| .04a | ||
| Q11 | .09 | |
| Q12 | .03a,b | |
| .76 | ||
| Q23 | .68 | |
| Q24 | .14 | |
| Q25 | .88 | |
| .21 | ||
| Q15 | .45 | |
| Q16 | .39 | |
| Q17 | .13 | |
| Q18 | .56 | |
| Q19 | .81 | |
| Q26 | .77 | |
aLower score after the completion of radiotherapy.
bSignificant P values.
P values for the influence of tumor stage, age, gender, initial Karnofsky performance scale index (KPI), treatment setting (curative vs palliative), and previous radiotherapy on the answers provided to the survey items and area of interest (AOI) scores.
| AOI | Tumor stage | Age 55 years | Gender | KPI | Treatment setting | Previous radiotherapy | |||||||
| .45 | .005a,b | .78 | .51 | .006a,c | .26 | ||||||||
| Q3 | .63 | .19 | .57 | .56 | .16 | .09 | |||||||
| Q7 | .74 | .01a,b | .64 | .81 | .002a,c | .48 | |||||||
| Q8 | .047a,d | .004a,b | .12 | .83 | >.99 | .73 | |||||||
| .66 | .001a,b | .72 | .24 | .495 | .93 | ||||||||
| Q4 | .73 | .003a,b | .64 | .35 | .25 | .88 | |||||||
| Q6 | .70 | .004a,b | .92 | .28 | .88 | .74 | |||||||
| .08 | .26 | .67 | .01a,e | .32 | .89 | ||||||||
| Q9 | .45 | .58 | .17 | .58 | .12 | .35 | |||||||
| Q14 | .09 | .12 | .26 | .06 | .003a,f | .22 | |||||||
| Q20 | .20 | .75 | .39 | .04a,e | .94 | .77 | |||||||
| Q21 | .29 | .16 | .67 | .15 | .91 | .84 | |||||||
| Q22 | .67 | .88 | >.99 | .64 | .76 | .83 | |||||||
| Q27 | .18 | .67 | .13 | .006a,e | .63 | .99 | |||||||
| .09 | .86 | .203 | .12 | .92 | .90 | ||||||||
| Q11 | .19 | .74 | .146 | .20 | .95 | .99 | |||||||
| Q12 | .07 | .68 | .542 | .18 | .72 | .99 | |||||||
| .07 | .003a,b | .058 | .54 | .55 | .29 | ||||||||
| Q23 | .94 | .06 | .106 | .30 | .77 | .19 | |||||||
| Q24 | .07 | .002a,b | .484 | .87 | .41 | .30 | |||||||
| Q25 | .26 | .12 | .641 | .84 | .75 | .98 | |||||||
| .96 | .05 | .041a,g | .67 | .99 | .84 | ||||||||
| Q15 | .71 | .009a,h | .091 | .78 | .82 | .58 | |||||||
| Q16 | .50 | .53 | .186 | .17 | .87 | .87 | |||||||
| Q17 | .78 | .20 | .116 | .49 | .63 | .36 | |||||||
aSignificant P values.
bHigher score for age <55 years.
cHigher score for curative treatment setting.
dHigher score for advanced tumor stage.
eHigher score for KPI <80%.
fHigher score for palliative treatment setting.
gHigher score for gender (male).
hHigher score for age ≥55 years.