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
8,401
other
20
male
clinic
rural
0
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
0
0
2,022
8,402
chw
35
male
district
urban
12
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
0
0
0
2,022
8,403
midwife
37
female
health_centre
rural
9
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
0
0
0
2,022
8,404
other
33
female
clinic
peri_urban
4
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
8,405
chw
40
male
health_centre
rural
6
1
0
0
1
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
2,020
8,406
midwife
38
female
community
rural
0
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,407
nurse
20
female
health_centre
remote
4
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
8,408
doctor
24
female
health_centre
remote
18
0
0
0
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
8,409
clinical_officer
41
male
district
rural
7
1
1
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
8,410
lab_tech
22
female
health_centre
rural
4
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,411
nurse
22
female
community
urban
16
0
1
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
2,020
8,412
other
32
female
community
peri_urban
10
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,413
doctor
40
female
clinic
rural
12
1
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
2,022
8,414
nurse
24
female
clinic
rural
8
1
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
8,415
clinical_officer
31
female
tertiary
urban
2
0
1
1
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,021
8,416
nurse
39
female
community
rural
0
1
0
1
1
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
2,021
8,417
midwife
20
female
health_centre
rural
5
0
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,418
other
23
female
health_centre
rural
35
0
0
1
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,021
8,419
pharmacist
43
male
community
rural
4
0
0
1
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,022
8,420
lab_tech
33
male
health_centre
urban
24
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
8,421
nurse
33
female
clinic
rural
6
0
0
0
0
1
infection_prevention
video
moodle
1
0
3
5
0
0
0
0
0
0
0
0
1
1
0
0
0
4
2,022
8,422
lab_tech
28
female
health_centre
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
1
0
0
0
2,023
8,423
midwife
39
male
district
peri_urban
28
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
0
0
2,022
8,424
pharmacist
23
male
health_centre
remote
44
0
1
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,020
8,425
lab_tech
28
male
clinic
urban
1
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
1
0
2,022
8,426
nurse
31
female
district
urban
19
0
0
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
2,020
8,427
clinical_officer
35
female
clinic
urban
4
1
0
1
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,020
8,428
doctor
39
male
clinic
urban
4
1
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,022
8,429
chw
38
male
health_centre
rural
8
1
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
8,430
nurse
27
male
health_centre
urban
5
0
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,022
8,431
clinical_officer
50
female
clinic
urban
10
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
8,432
midwife
36
female
district
remote
1
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,433
lab_tech
33
female
community
peri_urban
2
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
8,434
pharmacist
47
female
district
peri_urban
6
1
0
0
0
1
maternal_health
blended
youtube
1
0
1.7
1
0
0
0
0
1
0
0
1
1
1
0
0
0
7
2,023
8,435
lab_tech
20
female
clinic
rural
5
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
0
0
2,022
8,436
nurse
28
female
district
peri_urban
1
1
1
1
0
1
hiv_management
interactive
youtube
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
8,437
nurse
36
female
clinic
rural
10
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
1
0
2,020
8,438
chw
34
female
clinic
urban
3
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
8,439
lab_tech
20
male
health_centre
peri_urban
5
1
0
1
0
0
clinical_skills
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,019
8,440
midwife
42
female
district
urban
4
1
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
8,441
lab_tech
39
male
clinic
urban
8
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,020
8,442
other
39
female
clinic
rural
14
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,443
lab_tech
37
female
clinic
peri_urban
12
1
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,019
8,444
nurse
20
male
community
rural
10
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,022
8,445
chw
55
female
community
urban
9
0
0
0
0
1
lab_techniques
interactive
custom
1
0
4.6
6
0
0
0
0
0
0
0
0
1
1
0
1
0
5
2,021
8,446
chw
30
male
district
remote
5
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
0
0
2,020
8,447
chw
28
female
clinic
remote
1
0
0
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
8,448
nurse
36
male
clinic
rural
6
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,020
8,449
clinical_officer
35
female
tertiary
remote
14
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,020
8,450
nurse
36
female
tertiary
remote
7
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,021
8,451
chw
43
male
district
peri_urban
7
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,021
8,452
midwife
30
male
tertiary
rural
20
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
8,453
nurse
26
male
district
rural
8
0
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
8,454
chw
36
female
health_centre
peri_urban
3
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
8,455
clinical_officer
40
male
health_centre
remote
1
0
1
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
8,456
lab_tech
32
male
clinic
remote
4
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,457
other
23
female
health_centre
rural
11
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
8,458
nurse
47
female
district
peri_urban
9
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,020
8,459
nurse
30
female
district
rural
1
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
1
0
2,022
8,460
midwife
26
female
community
remote
6
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,023
8,461
other
43
male
district
rural
26
0
1
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,462
chw
58
female
district
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
1
1
0
2,021
8,463
chw
26
female
district
peri_urban
34
0
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
1
0
2,023
8,464
clinical_officer
39
male
clinic
urban
6
0
0
1
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,023
8,465
midwife
55
female
health_centre
remote
1
0
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,466
nurse
30
female
clinic
rural
5
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
8,467
other
33
female
health_centre
urban
1
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
0
0
2,023
8,468
chw
38
female
community
peri_urban
3
1
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
8,469
chw
26
male
community
urban
0
1
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,021
8,470
clinical_officer
23
female
clinic
rural
15
0
0
0
0
0
mental_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
8,471
lab_tech
33
female
health_centre
rural
14
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
0
1
0
2,022
8,472
clinical_officer
23
female
health_centre
urban
0
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
8,473
nurse
20
male
clinic
urban
14
0
0
0
0
1
clinical_skills
text_module
moodle
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
8,474
chw
42
male
health_centre
urban
4
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,475
chw
39
male
district
rural
7
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
1
0
0
2,021
8,476
clinical_officer
48
female
community
urban
12
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
8,477
nurse
44
female
district
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
0
0
0
2,023
8,478
midwife
29
female
clinic
remote
1
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,479
other
35
male
clinic
remote
0
1
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,480
nurse
47
female
community
peri_urban
5
0
0
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
8,481
nurse
46
female
community
rural
2
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,022
8,482
nurse
20
female
clinic
remote
4
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
8,483
chw
34
male
community
urban
1
0
1
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
8,484
chw
28
female
community
rural
15
0
0
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,019
8,485
doctor
57
male
district
remote
5
0
0
0
0
1
mental_health
text_module
custom
1
1
25.5
1
0
0
1
1
1
1
0
0
1
1
1
1
0
3
2,023
8,486
nurse
28
female
community
rural
6
1
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
8,487
other
20
female
community
rural
12
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
8,488
chw
22
male
health_centre
rural
7
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
8,489
midwife
20
female
district
peri_urban
4
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
8,490
chw
31
male
health_centre
peri_urban
9
0
1
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
8,491
doctor
41
male
health_centre
urban
1
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,021
8,492
clinical_officer
37
female
health_centre
remote
16
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,493
nurse
56
female
health_centre
rural
21
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,020
8,494
pharmacist
54
male
district
remote
2
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
8,495
other
48
male
health_centre
rural
0
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
8,496
clinical_officer
47
female
community
urban
0
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
8,497
chw
37
female
community
urban
0
0
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,020
8,498
nurse
31
male
tertiary
remote
13
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
8,499
nurse
23
female
health_centre
remote
1
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,500
chw
27
male
clinic
rural
14
0
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
1
0
2,023