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. 2021 Jan 21;23(1):e19625. doi: 10.2196/19625

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.