Table 4.
Topic analysis results from (1) LDA topic modeling, (2) word-topic network, (3) topic naming and grouping workshops.
| Period and topic group | Topic number | Topic name | Document frequency | |
| Period 1 | ||||
|
|
A | T03 | Telemonitoring | 20 |
|
|
|
T04 | Monitoring technology/infrastructure | 24 |
|
|
|
T05 | IT-based decision support | 18 |
|
|
|
T09 | Smart home activity detection | 59 |
|
|
|
T10 | eHealth infrastructure | 27 |
|
|
B | T01 | Lifetime family care | 15 |
|
|
|
T06 | Elderly care | 13 |
|
|
|
T08 | Robot-based health service | 15 |
|
|
|
T13 | Health event management | 13 |
|
|
C | T07 | Web-based health education | 21 |
|
|
|
T11 | Web-based health contents delivery | 35 |
|
|
D | T02 | Security architecture in hospitals | 27 |
|
|
|
T12 | Care delivery strategy | 21 |
| Period 2 | ||||
|
|
A | T01 | Elderly care | 66 |
|
|
|
T02 | Network integration | 30 |
|
|
|
T04 | Signal/image detection | 31 |
|
|
|
T09 | Communication platform | 37 |
|
|
|
T12 | Privacy and security | 40 |
|
|
|
T13 | Classification algorithm | 25 |
|
|
|
T14 | Smart home activity detection | 79 |
|
|
|
T15 | Monitoring technology/infrastructure | 55 |
|
|
B | T03 | Chronological disease | 26 |
|
|
|
T05 | Clinical service | 20 |
|
|
|
T06 | PHR based on social media | 22 |
|
|
|
T20 | Health activity management | 22 |
|
|
C | T07 | Online patient community | 41 |
|
|
|
T17 | Age-sensitive web accessibility | 21 |
|
|
D | T08 | Telemedical service | 33 |
|
|
|
T11 | Primary care delivery | 26 |
|
|
|
T19 | Care delivery policy | 50 |
|
|
E | T10 | eHealth literacy | 24 |
|
|
F | T16 | Healthcare ICT investment (mobile) | 38 |
|
|
|
T18 | Mobile-based health contents delivery | 21 |
| Period 3 | ||||
|
|
A | T01 | IoT and sensor network system | 146 |
|
|
|
T04 | Activity sensing algorithm | 126 |
|
|
|
T13 | Telemonitoring infrastructure | 44 |
|
|
|
T18 | Privacy and security | 47 |
|
|
B | T06 | e-Fitness | 24 |
|
|
|
T08 | Chronological disease | 46 |
|
|
|
T12 | Self-management | 54 |
|
|
|
T15 | Exercise management | 106 |
|
|
|
T16 | Elderly care | 105 |
|
|
|
T20 | Cancer management | 45 |
|
|
|
T22 | Mental health management | 58 |
|
|
|
T26 | Lifetime family care by gamification | 29 |
|
|
|
T27 | Chronological disease management | 50 |
|
|
C | T11 | eHealth service benefit | 38 |
|
|
D | T07 | Telemedical service | 40 |
|
|
|
T28 | Care delivery policy | 179 |
|
|
E | T24 | Health literacy | 80 |
|
|
F | T02 | Health behavior awareness (mobile) | 24 |
|
|
|
T10 | Age/gender-sensitive notification | 58 |
|
|
|
T17 | Medication management (mobile) | 80 |
|
|
|
T25 | Community healthcare (mobile) | 72 |
|
|
|
T29 | mHealth data communication | 52 |
|
|
G | T05 | mHealth technology acceptance | 30 |
|
|
|
T14 | eHealth system design | 63 |
|
|
|
T21 | mHealth app design | 56 |
|
|
|
T23 | Usability for health workers/patients | 49 |
|
|
|
T30 | System design | 27 |
|
|
H | T09 | Health worker training | 49 |
|
|
I | T03 | Assessment accuracy | 52 |
|
|
N/Aa | T19 | Etc | 26 |
| Period 4 | ||||
|
|
A | T19 | Activity sensing algorithm | 212 |
|
|
|
T20 | Smart home technology infrastructure | 307 |
|
|
B | T03 | Activity management | 120 |
|
|
|
T12 | Chronological disease management | 67 |
|
|
|
T13 | Mental healthcare | 73 |
|
|
|
T17 | Emergency management | 72 |
|
|
|
T18 | Rehabilitation training | 70 |
|
|
|
T21 | Cancer management | 89 |
|
|
|
T22 | Mental healthcare | 130 |
|
|
|
T24 | Chronological disease management | 56 |
|
|
|
T25 | Telemonitoring | 71 |
|
|
|
T26 | Weight management | 95 |
|
|
|
T28 | Age/gender-sensitive service | 80 |
|
|
C | N/A | N/A | N/A |
|
|
D | T02 | Care cost-effectiveness (hospital) | 61 |
|
|
|
T05 | Telemedicine platform | 78 |
|
|
|
T10 | Community service | 181 |
|
|
E | T04 | Health literacy | 111 |
|
|
F | T01 | Mobile support for smoking cessation | 109 |
|
|
|
T07 | Lifetime family care (mobile) | 88 |
|
|
|
T15 | Healthcare service providing (mobile) | 117 |
|
|
|
T23 | Medication management (mobile) | 86 |
|
|
G | T06 | mHealth system design | 160 |
|
|
|
T14 | Health system design | 37 |
|
|
|
T16 | Elderly technology acceptance | 69 |
|
|
|
T27 | Medical healthcare app | 65 |
|
|
|
T29 | Technology acceptance | 75 |
|
|
|
T30 | Mobile health system design | 65 |
|
|
H | N/A | N/A | N/A |
|
|
I | T11 | Assessment algorithm | 87 |
|
|
J | T08 | Blockchain and healthcare | 66 |
|
|
|
T09 | Telemedicine/telesurgery technology | 43 |
aN/A: not applicable.