| Literature DB >> 36142048 |
Theresa Wald1, Veit Zebralla1, Maren Boege1, Viktor Kunz1, Thomas Neumuth2, Andreas Dietz1, Gunnar Wichmann1, Susanne Wiegand1.
Abstract
BACKGROUND: Patient-reported outcomes (PRO) assess disease burden and indicate unmet needs. Home-based electronic PRO measures (ePROMs) can support tumor aftercare (TAC). Creating an ePROM is the next step after implementing the software "OncoFunction" to assess PROs during TAC of head- and neck-cancer patients (HNC). Therefore, internet use and perception on ePROMs of ENT and TAC patients were evaluated.Entities:
Keywords: eHealth; head and neck cancer; new media; patient-reported outcome; tumor aftercare; web-based
Mesh:
Year: 2022 PMID: 36142048 PMCID: PMC9517261 DOI: 10.3390/ijerph191811773
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Characterization of the patient cohort stratified according to either reason for consultation (common consultation hour vs. tumor aftercare) or internet use (yes vs. no); 415 questionnaires were evaluated.
| Common | Tumor | Internet | Non- | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| % |
| % |
| % |
| % | ||||
|
| 192 | 100 | 184 | 100 | 297 | 100 | 116 | 100 | |||
|
| Male | 106 | 55.2 | 136 | 73.9 |
| 186 | 62.6 | 76 | 65.5 | 0.705 |
| Female | 81 | 42.2 | 42 | 22.8 | 99 | 33.3 | 37 | 31.9 | |||
| Missing values | 5 | 2.6 | 6 | 3.3 | 12 | 4.0 | 3 | 2.6 | |||
|
| Mean | 51.4 | 64.3 |
| 54.4 | 67.8 |
| ||||
| Standard deviation | 17.7 | 10.6 | 16.0 | 11.6 | |||||||
| Minimum | 20 | 29 | 20 | 40 | |||||||
| Maximum | 90 | 88 | 88 | 90 | |||||||
| 18 to 29 | 24 | 12.5 | 1 | 0.5 |
| 26 | 8.8 | 0 | 0 |
| |
| 30 to 39 | 30 | 15.6 | 2 | 1.1 | 35 | 11.8 | 0 | 0 | |||
| 40 to 49 | 39 | 20.3 | 10 | 5.4 | 45 | 15.2 | 7 | 6.0 | |||
| 50 to 59 | 34 | 17.7 | 47 | 25.5 | 65 | 21.9 | 21 | 18.1 | |||
| 60 to 69 | 29 | 15.1 | 66 | 35.9 | 68 | 22.9 | 37 | 31.9 | |||
| 70 to 79 | 24 | 12.5 | 37 | 20.1 | 41 | 13.8 | 26 | 22.4 | |||
| >80 | 10 | 5.2 | 18 | 9.8 | 10 | 3.4 | 25 | 21.6 | |||
| Missing values | 2 | 1.0 | 3 | 1.6 | 7 | 2.4 | 0 | 0 | |||
|
| Professional training | 81 | 42.2 | 97 | 52.7 | 0.023 a | 129 | 43.4 | 71 | 61.2 |
|
| Technical college | 23 | 11.9 | 16 | 8.7 | 35 | 11.8 | 9 | 7.8 | |||
| University of applied | 19 | 9.9 | 23 | 12.5 | 41 | 13.8 | 4 | 3.5 | |||
| University degree | 46 | 24.0 | 22 | 12.0 | 65 | 21.9 | 6 | 5.2 | |||
| Other | 10 | 5.2 | 14 | 7.6 | 12 | 4.0 | 12 | 10.3 | |||
| None | 9 | 4.7 | 5 | 2.7 | 12 | 4.0 | 4 | 3.5 | |||
| Missing values | 4 | 2.1 | 7 | 3.8 | 3 | 1.0 | 10 | 8.6 | |||
|
| Yes | 161 | 83.9 | 117 | 63.6 |
| |||||
| No | 29 | 15.1 | 67 | 36.4 | |||||||
| Missing values | 2 | 1.0 | 0 | 0 | |||||||
Some respondents made no attribution to their * reason for consultation (n = 39) or their ° internet use (n = 2). Bold values denote statistical significance at the p < 0.05 level. a no significance after Bonferroni correction for multiple testing.
Evaluation of internet access and internet use of ENT patients stratified according to reason for consultation (common consultation hour vs. tumor aftercare) and internet use (yes vs. no).
| Common Consultation Hour | Tumor Aftercare | Internet Users | Non-Internet Users | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| % |
| % |
| % |
| % | ||||
|
| 192 | 100 | 184 | 100 | 297 | 100 | 116 | 100 | |||
|
| Smartphone | 59 | 30.7 | 63 | 34.2 |
| 76 | 25.6 | 61 | 52.6 |
|
| Tablet | 2 | 1.0 | 2 | 1.1 | 4 | 1.4 | 0 | 0 | |||
| PC | 5 | 2.6 | 16 | 8.7 | 18 | 6.1 | 3 | 2.6 | |||
| None | 13 | 6.8 | 30 | 16.3 | 5 | 1.7 | 49 | 42.2 | |||
| More than one | 113 | 58.9 | 73 | 39.7 | 193 | 65.0 | 3 | 2.6 | |||
| Missing values | 0 | 0 | 0 | 0 | 1 | 0.3 | 0 | 0 | |||
|
| iOS | 34 | 17.7 | 10 | 5.4 |
| 45 | 15.2 | 0 | 0 |
|
| Android | 80 | 41.7 | 72 | 39.1 | 152 | 51.2 | 11 | 9.5 | |||
| Other | 4 | 2.1 | 10 | 5.4 | 15 | 5.1 | 1 | 0.9 | |||
| Don’t know | 30 | 15.6 | 37 | 20.1 | 37 | 12.5 | 40 | 34.5 | |||
| More than one | 25 | 13.0 | 10 | 5.4 | 35 | 11.8 | 1 | 0.9 | |||
| Missing values | 19 | 9.9 | 45 | 24.5 | 13 | 4.4 | 63 | 54.3 | |||
|
| 133 | 69.3 | 92 | 50.0 |
| 235 | 79.1 | 5 | 4.3 |
| |
| Chatting | 72 | 37.5 | 29 | 15.8 | 100 | 33.7 | 2 | 1.7 | |||
| Online communities | 54 | 28.1 | 20 | 10.9 | 77 | 25.9 | 2 | 1.7 | |||
| Research | 133 | 69.3 | 97 | 52.7 | 234 | 78.8 | 7 | 6.0 | |||
| Shopping | 98 | 51.0 | 59 | 32.1 | 166 | 55.9 | 2 | 1.7 | |||
| Work tasks | 83 | 43.2 | 28 | 15.2 | 113 | 38.0 | 3 | 2.6 | |||
| Other | 13 | 6.8 | 9 | 4.9 | 5 | 1.7 | 10 | 8.6 | |||
| Not answered | 34 | 17.7 | 60 | 32.6 | 19 | 6.4 | 91 | 78.4 | |||
|
| Yes | 65 | 33.9 | 41 | 22.3 |
| 112 | 37.7 | 2 | 1.7 |
|
| No | 108 | 56.3 | 125 | 67.9 | 171 | 57.6 | 87 | 75.0 | |||
| Missing values | 19 | 9.9 | 18 | 9.8 | 14 | 4.7 | 27 | 23.3 | |||
|
| <30 min | 25 | 13.0 | 29 | 15.8 |
| 50 | 16.8 | 7 | 6.0 |
|
| <1 h | 31 | 16.2 | 36 | 19.6 | 67 | 22.6 | 4 | 3.5 | |||
| 1 to 2 h | 48 | 25.0 | 37 | 20.1 | 90 | 30.3 | 0 | 0 | |||
| 2 to 3 h | 24 | 12.5 | 10 | 5.4 | 35 | 11.8 | 0 | 0 | |||
| 3 to 4 h | 12 | 6.3 | 3 | 1.6 | 17 | 5.7 | 1 | 0.9 | |||
| 4 to 5 h | 5 | 2.6 | 0 | 0 | 6 | 2.0 | 0 | 0 | |||
| 5 to 6 h | 6 | 3.1 | 1 | 0.5 | 7 | 2.4 | 0 | 0 | |||
| >6 h | 3 | 1.6 | 0 | 0 | 3 | 1.0 | 0 | 0 | |||
| None | 16 | 8.3 | 48 | 26.1 | 5 | 1.7 | 73 | 62.9 | |||
| Missing values | 22 | 11.5 | 20 | 10.9 | 17 | 5.7 | 31 | 26.7 | |||
|
| <30 min | 20 | 10.4 | 13 | 7.1 |
| 33 | 11.1 | 2 | 1.7 |
|
| <1 h | 20 | 10.4 | 10 | 5.4 | 29 | 9.7 | 1 | 0.9 | |||
| 1 to 2 h | 25 | 13.0 | 6 | 3.3 | 33 | 11.1 | 0 | 0 | |||
| 2 to 3 h | 13 | 6.8 | 4 | 2.2 | 18 | 6.1 | 1 | 0.9 | |||
| 3 to 4 h | 7 | 3.7 | 2 | 1.1 | 9 | 3.0 | 0 | 0 | |||
| 4 to 5 h | 10 | 5.2 | 1 | 0.5 | 11 | 3.7 | 1 | 0.9 | |||
| 5 to 6 h | 7 | 3.7 | 4 | 2.2 | 11 | 3.7 | 0 | 0 | |||
| >6 h | 13 | 6.8 | 5 | 2.7 | 17 | 5.7 | 1 | 0.9 | |||
| None | 58 | 30.2 | 109 | 59.3 | 113 | 38.1 | 72 | 62.1 | |||
| Missing values | 19 | 9.9 | 30 | 16.3 | 23 | 7.7 | 38 | 32.8 | |||
|
| Doctors | 155 | 80.7 | 151 | 82.1 | 0.025 a | 259 | 87.2 | 72 | 62.1 |
|
| Friends | 17 | 8.9 | 12 | 6.5 | 28 | 9.4 | 3 | 2.6 | |||
| Magazines | 6 | 3.1 | 14 | 7.6 | 17 | 5.7 | 4 | 3.5 | |||
| Internet | 78 | 40.6 | 54 | 29.4 | 135 | 45.5 | 2 | 1.7 | |||
| TV | 3 | 1.6 | 9 | 4.9 | 10 | 3.4 | 2 | 1.7 | |||
| Other | 5 | 2.6 | 6 | 3.3 | 8 | 2.7 | 3 | 2.6 | |||
| Not answered | 24 | 12.5 | 25 | 13.6 | 21 | 7.1 | 40 | 34.5 | |||
|
| <1 h | 76 | 39.6 | 59 | 32.1 | 0.710 | 116 | 39.1 | 26 | 22.4 |
|
| 1 to 4 h | 34 | 17.7 | 25 | 13.6 | 66 | 22.2 | 2 | 1.7 | |||
| 4 to 8 h | 11 | 5.7 | 14 | 7.6 | 27 | 9.1 | 0 | 0 | |||
| 8 to 16 h | 5 | 2.6 | 6 | 3.3 | 11 | 3.7 | 0 | 0 | |||
| 16 to 24 h | 4 | 2.1 | 4 | 2.2 | 8 | 2.7 | 0 | 0 | |||
| 1 to 3 days | 5 | 2.6 | 1 | 0.5 | 6 | 2.0 | 0 | 0 | |||
| 3 to 7 days | 3 | 1.6 | 1 | 0.5 | 4 | 1.4 | 0 | 0 | |||
| >7 days | 10 | 5.2 | 9 | 4.9 | 19 | 6.4 | 0 | 0 | |||
| Missing values | 44 | 22.9 | 65 | 35.3 | 40 | 13.5 | 88 | 75.9 | |||
|
| 1 very good | 3 | 1.6 | 2 | 1.1 | 0.222 | 5 | 1.7 | 2 | 1.7 |
|
| 2 | 38 | 19.8 | 35 | 19.0 | 74 | 24.9 | 5 | 4.3 | |||
| 3 | 68 | 35.4 | 43 | 23.4 | 113 | 38.1 | 3 | 2.6 | |||
| 4 | 23 | 12.0 | 10 | 5.4 | 31 | 10.4 | 4 | 3.5 | |||
| 5 | 7 | 3.7 | 5 | 2.7 | 11 | 3.7 | 1 | 0.9 | |||
| 6 deficient | 2 | 1.0 | 6 | 3.3 | 5 | 1.7 | 3 | 2.6 | |||
| Missing values | 51 | 26.6 | 83 | 45.1 | 58 | 19.5 | 98 | 84.5 | |||
|
| Yes | 68 | 35.4 | 40 | 21.7 |
| 110 | 37.0 | 2 | 1.7 |
|
| No | 105 | 54.7 | 112 | 60.9 | 170 | 57.2 | 66 | 56.9 | |||
| Missing values | 19 | 9.9 | 32 | 17.4 | 17 | 5.7 | 48 | 41.4 | |||
|
| Yes | 50 | 26.0 | 35 | 19.0 | 0.277 | 88 | 29.6 | 2 | 1.7 |
|
| No | 120 | 62.5 | 111 | 60.3 | 181 | 60.9 | 73 | 62.9 | |||
| Missing values | 22 | 11.5 | 38 | 20.7 | 28 | 9.4 | 41 | 35.3 | |||
|
| Yes | 43 | 22.4 | 39 | 21.2 | 0.782 | 85 | 28.6 | 2 | 1.7 |
|
| No | 87 | 45.3 | 85 | 46.2 | 128 | 43.1 | 66 | 56.9 | |||
| Missing values | 62 | 32.3 | 60 | 32.6 | 84 | 28.3 | 48 | 41.4 | |||
|
| Yes | 103 | 53.7 | 50 | 27.2 |
| 158 | 53.2 | 4 | 3.5 |
|
| No | 64 | 33.3 | 93 | 50.5 | 107 | 36.0 | 69 | 59.5 | |||
| Missing values | 25 | 13.0 | 41 | 22.3 | 32 | 10.8 | 43 | 37.1 | |||
Bold values denote statistical significance at the p < 0.05 level. a no significance after Bonferroni correction for multiple testing.
Opinion on and attributed chances linked to using digital media in health care for patient-reported outcomes (PRO) and designing ePROM (electronic PRO-measurement) of ENT patients stratified according to reason for consultation (common consultation hour vs. tumor aftercare) and internet use (yes vs. no).
| Common | Tumor | Internet | Non-Internet Users | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| % |
| % |
| % |
| % | ||||
|
| 192 | 100 | 184 | 100 | 297 | 100 | 116 | 100 | |||
|
| Yes | 116 | 60.4 | 78 | 42.4 |
| 194 | 65.3 | 12 | 10.3 |
|
| No | 72 | 37.5 | 103 | 56.0 | 100 | 33.7 | 99 | 85.3 | |||
| Missing values | 4 | 2.1 | 3 | 1.6 | 3 | 1 | 5 | 4.3 | |||
|
| Once a week or more | 11 | 5.7 | 3 | 1.6 |
| 12 | 4 | 4 | 3.5 |
|
| At least twice a month | 31 | 16.2 | 13 | 7.1 | 38 | 12.8 | 9 | 7.8 | |||
| Once a month | 47 | 24.5 | 34 | 18.5 | 77 | 25.9 | 11 | 9.5 | |||
| Once every 2 months | 8 | 4.2 | 15 | 8.2 | 17 | 5.7 | 8 | 6.9 | |||
| Once every 3 months | 29 | 15.1 | 78 | 42.4 | 74 | 24.9 | 40 | 34.5 | |||
| Less frequently | 37 | 19.3 | 35 | 19.0 | 52 | 17.5 | 31 | 26.7 | |||
| Missing values | 29 | 15.1 | 6 | 3.3 | 27 | 9.1 | 13 | 11.2 | |||
|
| <2 min | 14 | 7.3 | 12 | 6.5 | 0.148 | 21 | 7.1 | 7 | 6.0 | 0.336 |
| <5 min | 52 | 27.1 | 29 | 15.8 | 75 | 25.3 | 12 | 10.3 | |||
| <10 min | 54 | 28.1 | 54 | 29.4 | 97 | 32.6 | 18 | 15.5 | |||
| <15 min | 24 | 12.5 | 29 | 15.8 | 45 | 15.2 | 11 | 9.5 | |||
| <20 min | 16 | 8.3 | 20 | 10.9 | 27 | 9.1 | 10 | 8.6 | |||
| Missing values | 32 | 16.7 | 40 | 21.7 | 32 | 10.8 | 58 | 50 | |||
|
| <10 | 77 | 40.1 | 60 | 32.6 | 0.204 | 107 | 36 | 44 | 37.9 | 0.051 |
| 11–20 | 70 | 36.5 | 65 | 35.3 | 122 | 41.1 | 20 | 17.2 | |||
| 21–30 | 17 | 8.9 | 22 | 12.0 | 32 | 10.8 | 9 | 7.8 | |||
| 31–40 | 3 | 1.6 | 7 | 3.8 | 8 | 2.7 | 3 | 2.6 | |||
| 41–50 | 0 | 0 | 2 | 1.1 | 1 | 0.3 | 1 | 0.9 | |||
| >50 | 0 | 0 | 1 | 0.5 | 1 | 0.3 | 0 | 0 | |||
| Missing values | 25 | 13 | 27 | 14.7 | 26 | 8.8 | 39 | 33.6 | |||
|
| Yes | 79 | 41.2 | 60 | 32.6 |
| 134 | 45.1 | 18 | 15.5 |
|
| Rather yes | 31 | 16.2 | 26 | 14.1 | 52 | 17.5 | 6 | 5.8 | |||
| Undecided | 21 | 10.9 | 15 | 8.2 | 32 | 10.8 | 5 | 4.3 | |||
| Rather no | 19 | 9.9 | 18 | 9.8 | 27 | 9.1 | 10 | 8.6 | |||
| No | 20 | 10.4 | 48 | 26.1 | 30 | 10.1 | 49 | 42.2 | |||
| Missing values | 22 | 11.5 | 17 | 9.2 | 22 | 7.4 | 28 | 24.1 | |||
|
| Yes | 59 | 30.7 | 36 | 19.6 |
| 86 | 29 | 16 | 13.8 |
|
| Rather yes | 43 | 22.4 | 28 | 15.2 | 72 | 24.2 | 4 | 3.5 | |||
| Undecided | 38 | 19.8 | 37 | 20.1 | 63 | 21.2 | 17 | 14.7 | |||
| Rather no | 12 | 6.3 | 16 | 8.7 | 23 | 7.7 | 7 | 6.0 | |||
| No | 18 | 9.4 | 48 | 26.1 | 30 | 10.1 | 44 | 37.9 | |||
| Missing values | 22 | 11.5 | 19 | 10.3 | 23 | 7.7 | 28 | 24.1 | |||
|
| Yes | 66 | 34.4 | 53 | 28.8 |
| 118 | 39.7 | 11 | 9.5 |
|
| Rather yes | 38 | 19.8 | 21 | 11.4 | 57 | 19.2 | 5 | 4.3 | |||
| Undecided | 19 | 9.9 | 23 | 12.5 | 33 | 11.1 | 9 | 7.8 | |||
| Rather no | 21 | 10.9 | 18 | 9.8 | 32 | 10.8 | 9 | 7.8 | |||
| No | 24 | 12.5 | 51 | 27.7 | 32 | 10.8 | 55 | 47.4 | |||
| Missing values | 24 | 12.5 | 18 | 9.8 | 25 | 8.4 | 27 | 23.3 | |||
|
| Data safety | 134 | 69.8 | 106 | 57.6 |
| 224 | 75.4 | 34 | 29.3 |
|
| Answer received ° | 91 | 47.4 | 61 | 33.2 | 146 | 49.2 | 11 | 9.5 | |||
| Personal advantage | 68 | 35.4 | 39 | 21.2 | 103 | 34.7 | 11 | 9.5 | |||
| Editing personal data | 70 | 36.5 | 38 | 20.7 | 105 | 35.4 | 9 | 7.8 | |||
| Reduce doctor visits | 44 | 22.9 | 28 | 15.2 | 66 | 22.2 | 10 | 8.6 | |||
| Other | 5 | 2.6 | 2 | 1.1 | 8 | 2.7 | 0 | 0 | |||
| Not answered | 37 | 19.3 | 46 | 25 | 33 | 11.1 | 64 | 55.2 | |||
|
| Yes | 83 | 43.2 | 48 | 26.1 |
| 135 | 45.5 | 7 | 6.0 |
|
| No | 87 | 45.3 | 127 | 69.0 | 144 | 48.5 | 93 | 80.2 | |||
| Missing values | 22 | 11.5 | 9 | 4.9 | 18 | 6.1 | 16 | 13.8 | |||
Bold values denote statistical significance at the p < 0.05 level. ° = e.g., for further proceedings, results, course of disease.
Figure 1Visualization of the distribution of study participants regarding reason for visit and internet use. Internet users are colored in dark green, non-internet users in orange. Missing information regarding internet use is colored in grey. The bar in light green visualizes the number of patients in each patient group and equals 100% of the group. Thirty-nine patients did not provide their reason for visiting.