id
int64
cadre
string
age
int64
sex
string
facility_level
string
location
string
years_experience
int64
personal_smartphone
int64
computer_access
int64
internet_adequate
int64
data_affordable
int64
elearning_access
int64
training_topic
string
learning_format
string
platform
string
course_started
int64
course_completed
int64
hours_studied
float64
modules_completed
int64
assessment_passed
int64
certification_earned
int64
knowledge_improved
int64
practice_changed
int64
confidence_improved
int64
peer_sharing
int64
offline_content_used
int64
content_in_local_language
int64
barrier_connectivity
int64
barrier_cost
int64
barrier_time
int64
barrier_digital_literacy
int64
barrier_motivation
int64
satisfaction_score
int64
year
int64
3,301
doctor
34
male
health_centre
rural
8
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
3,302
chw
50
female
community
urban
9
0
0
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
3,303
nurse
45
male
health_centre
peri_urban
4
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
3,304
doctor
35
female
clinic
peri_urban
2
1
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,305
midwife
34
male
clinic
rural
1
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
3,306
pharmacist
42
female
community
peri_urban
12
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,020
3,307
other
47
female
clinic
rural
6
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
3,308
clinical_officer
38
female
clinic
urban
9
0
0
1
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
3,309
lab_tech
50
male
community
urban
25
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
3,310
chw
24
male
health_centre
urban
10
0
0
0
0
1
data_management
blended
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
3,311
clinical_officer
32
female
community
urban
2
1
0
0
0
1
data_management
blended
other
1
0
5.2
3
0
0
0
0
0
0
0
0
1
1
0
0
0
4
2,019
3,312
midwife
25
male
health_centre
rural
7
0
0
1
0
1
data_management
mobile_app
openwho
1
0
7.2
3
0
0
0
0
1
0
1
0
0
1
1
0
0
4
2,023
3,313
midwife
38
male
clinic
peri_urban
12
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
3,314
midwife
31
female
clinic
rural
2
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
3,315
other
32
male
clinic
rural
19
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
3,316
chw
20
male
clinic
peri_urban
8
1
0
0
1
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
2,021
3,317
chw
29
female
clinic
peri_urban
9
1
0
1
1
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,022
3,318
nurse
25
male
clinic
urban
32
0
0
0
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,022
3,319
nurse
31
male
district
remote
0
1
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
3,320
doctor
32
female
clinic
rural
29
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
3,321
chw
20
male
district
rural
4
0
0
0
0
1
leadership
interactive
youtube
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
3,322
pharmacist
45
male
clinic
rural
3
1
1
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,323
midwife
34
male
community
rural
2
0
0
0
0
1
maternal_health
whatsapp_group
whatsapp
1
0
1.3
4
0
0
0
0
1
0
0
0
1
1
0
1
0
7
2,022
3,324
nurse
43
female
district
rural
9
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
3,325
other
40
female
health_centre
urban
6
1
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
3,326
chw
38
female
clinic
peri_urban
5
0
0
0
0
1
mental_health
mobile_app
youtube
1
0
11.9
7
0
0
0
0
1
0
0
0
1
1
1
1
1
3
2,020
3,327
nurse
47
male
tertiary
remote
15
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
3,328
nurse
45
male
clinic
remote
3
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
3,329
nurse
25
male
district
rural
6
0
1
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,023
3,330
chw
38
male
district
urban
1
1
0
1
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,020
3,331
lab_tech
20
male
clinic
urban
9
1
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
3,332
nurse
32
female
district
remote
7
0
1
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,022
3,333
chw
39
female
clinic
remote
3
0
0
0
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
3,334
doctor
58
male
district
rural
1
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
3,335
chw
35
female
tertiary
urban
6
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,336
nurse
32
male
health_centre
urban
2
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,019
3,337
chw
32
male
tertiary
remote
2
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,023
3,338
midwife
43
male
district
remote
6
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,020
3,339
chw
27
male
community
urban
1
0
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
3,340
chw
35
female
tertiary
urban
23
0
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
3,341
clinical_officer
47
female
health_centre
peri_urban
9
0
0
1
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
3,342
pharmacist
45
female
district
rural
1
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
3,343
lab_tech
25
male
clinic
peri_urban
7
1
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
3,344
doctor
44
female
health_centre
rural
13
1
0
0
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,021
3,345
nurse
60
female
community
remote
7
0
0
0
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
3,346
lab_tech
28
male
tertiary
remote
15
0
1
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
3,347
nurse
23
female
community
peri_urban
7
0
1
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,021
3,348
clinical_officer
47
female
clinic
urban
2
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
3,349
pharmacist
48
male
district
remote
1
0
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
3,350
other
35
male
health_centre
peri_urban
6
1
0
1
1
1
hiv_management
whatsapp_group
other
1
1
1.1
5
1
0
1
1
1
1
0
0
0
0
0
0
0
1
2,022
3,351
nurse
31
female
health_centre
remote
6
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
0
2,023
3,352
doctor
48
female
tertiary
remote
18
0
1
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
3,353
other
27
female
clinic
rural
12
1
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
3,354
doctor
48
male
district
urban
0
0
0
1
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
3,355
nurse
29
female
community
peri_urban
1
0
0
0
0
0
clinical_skills
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
3,356
nurse
47
female
district
rural
9
1
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
3,357
clinical_officer
34
female
health_centre
remote
5
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
3,358
nurse
35
female
tertiary
peri_urban
0
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
3,359
other
31
female
clinic
rural
33
0
0
1
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,020
3,360
nurse
20
female
clinic
urban
14
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
3,361
lab_tech
33
female
tertiary
peri_urban
10
1
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,362
chw
49
male
district
peri_urban
1
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
3,363
chw
49
female
health_centre
remote
5
0
0
0
0
1
data_management
interactive
openwho
1
0
11.2
4
0
0
0
0
1
0
1
0
1
1
1
0
0
5
2,021
3,364
nurse
48
male
health_centre
rural
5
1
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,365
lab_tech
62
male
health_centre
rural
15
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
3,366
nurse
48
male
community
remote
1
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
3,367
lab_tech
27
male
health_centre
rural
8
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
3,368
midwife
33
male
district
remote
9
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
3,369
nurse
41
female
health_centre
urban
0
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
3,370
nurse
43
male
district
rural
21
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
3,371
midwife
21
female
community
rural
0
0
0
1
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
3,372
lab_tech
33
male
clinic
urban
0
1
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
3,373
doctor
48
female
clinic
rural
0
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,374
nurse
39
male
community
rural
12
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,375
lab_tech
32
female
clinic
rural
12
0
0
1
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
3,376
doctor
23
female
clinic
peri_urban
9
0
0
1
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,021
3,377
doctor
48
female
district
remote
8
1
0
1
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,020
3,378
doctor
37
male
community
peri_urban
1
1
0
1
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,019
3,379
midwife
28
female
district
peri_urban
3
0
1
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,380
lab_tech
47
male
clinic
urban
0
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,019
3,381
midwife
31
female
community
remote
1
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
3,382
nurse
40
male
clinic
remote
2
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
3,383
nurse
43
male
health_centre
peri_urban
11
0
0
1
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
3,384
clinical_officer
41
female
district
urban
8
0
0
1
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
3,385
chw
34
male
district
rural
1
0
0
0
0
1
hiv_management
text_module
moodle
1
0
1.3
1
0
0
0
0
0
0
0
1
1
1
0
0
0
4
2,023
3,386
pharmacist
33
female
health_centre
urban
12
0
0
0
0
1
emergency_care
interactive
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
3,387
doctor
51
female
clinic
urban
24
0
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,021
3,388
chw
37
female
clinic
peri_urban
12
1
1
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
3,389
chw
51
male
health_centre
rural
2
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
3,390
nurse
45
female
clinic
rural
2
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
3,391
lab_tech
24
female
district
rural
4
0
0
0
0
1
clinical_skills
mobile_app
other
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
3,392
nurse
26
female
community
remote
1
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
3,393
midwife
51
male
health_centre
peri_urban
2
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,020
3,394
midwife
36
female
tertiary
urban
6
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
3,395
nurse
41
female
health_centre
remote
1
0
0
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,023
3,396
nurse
22
male
tertiary
peri_urban
10
1
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
3,397
pharmacist
25
female
health_centre
remote
10
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
3,398
chw
45
female
health_centre
urban
1
0
1
1
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
3,399
chw
36
female
community
remote
12
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
3,400
lab_tech
33
female
health_centre
peri_urban
4
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021