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
6,501
nurse
39
male
clinic
rural
2
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,019
6,502
nurse
47
male
community
rural
1
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,022
6,503
nurse
24
male
health_centre
remote
4
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
6,504
lab_tech
25
male
district
rural
15
1
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
6,505
nurse
46
female
health_centre
peri_urban
1
1
0
1
0
1
maternal_health
whatsapp_group
whatsapp
1
0
15.1
3
0
0
0
0
0
0
0
0
0
1
1
0
0
3
2,023
6,506
other
35
female
health_centre
remote
2
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,023
6,507
nurse
46
female
health_centre
rural
1
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
6,508
other
26
female
health_centre
rural
9
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
6,509
nurse
36
female
community
peri_urban
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
0
0
0
0
2,021
6,510
lab_tech
29
female
district
remote
2
0
0
0
0
1
clinical_skills
blended
whatsapp
1
1
3
6
1
0
1
0
1
0
0
0
1
1
0
0
0
4
2,022
6,511
chw
36
female
health_centre
urban
0
1
0
1
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
6,512
lab_tech
20
female
health_centre
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
1
0
0
0
2,020
6,513
chw
33
male
health_centre
peri_urban
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
2,022
6,514
lab_tech
34
female
clinic
rural
6
1
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
2,020
6,515
nurse
27
female
health_centre
rural
25
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
6,516
nurse
54
female
community
peri_urban
0
0
1
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,023
6,517
doctor
29
female
health_centre
urban
2
1
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
0
0
2,023
6,518
lab_tech
41
male
district
urban
9
0
1
1
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,023
6,519
doctor
30
female
community
urban
14
1
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
6,520
pharmacist
36
female
community
rural
1
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
0
1
0
2,021
6,521
doctor
20
female
tertiary
peri_urban
1
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
2,020
6,522
nurse
30
female
health_centre
urban
6
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
1
1
0
2,023
6,523
nurse
42
male
community
urban
5
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
2,020
6,524
nurse
29
female
health_centre
urban
4
0
0
1
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,023
6,525
chw
47
male
clinic
rural
1
1
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
2,022
6,526
nurse
31
female
health_centre
rural
2
0
0
0
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
6,527
chw
34
female
health_centre
rural
9
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,023
6,528
chw
28
female
clinic
peri_urban
29
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
6,529
chw
35
male
tertiary
peri_urban
4
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
6,530
midwife
54
male
clinic
remote
6
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
6,531
chw
23
female
health_centre
urban
17
1
0
1
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
6,532
nurse
36
male
clinic
remote
0
0
0
1
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,021
6,533
nurse
28
female
health_centre
urban
4
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
0
0
2,022
6,534
nurse
44
male
clinic
remote
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
6,535
midwife
20
female
district
peri_urban
0
1
0
0
0
1
other
blended
moodle
1
0
2.3
3
0
0
0
0
0
0
0
0
1
1
0
1
0
4
2,021
6,536
nurse
44
female
tertiary
remote
1
1
0
0
1
0
other
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
2,021
6,537
nurse
55
male
health_centre
peri_urban
1
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,020
6,538
chw
41
female
clinic
rural
26
0
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
2,020
6,539
clinical_officer
46
female
district
rural
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
2,023
6,540
midwife
54
female
health_centre
peri_urban
3
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
2,023
6,541
chw
22
male
community
rural
13
0
0
1
0
1
clinical_skills
text_module
custom
1
0
4.1
6
0
0
0
0
0
0
0
1
0
1
0
0
0
3
2,021
6,542
nurse
20
female
health_centre
rural
5
0
0
0
0
1
clinical_skills
interactive
whatsapp
1
0
3.9
5
0
0
0
0
1
0
0
0
1
1
1
0
0
4
2,022
6,543
doctor
20
female
tertiary
remote
1
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,020
6,544
chw
39
female
district
urban
35
0
0
1
0
1
clinical_skills
text_module
other
1
0
8.4
8
0
0
0
0
0
0
0
0
0
1
1
1
1
3
2,022
6,545
doctor
32
female
health_centre
rural
2
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
6,546
midwife
20
female
district
urban
6
0
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
2,022
6,547
doctor
30
female
clinic
rural
3
0
0
0
0
1
mental_health
mobile_app
youtube
1
1
1
5
0
0
0
0
0
0
0
0
1
1
1
1
0
6
2,019
6,548
nurse
43
female
community
urban
1
0
0
1
0
1
maternal_health
interactive
youtube
1
0
6.4
4
0
0
0
0
0
0
0
1
0
1
0
1
0
3
2,022
6,549
nurse
20
female
health_centre
peri_urban
4
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,020
6,550
other
44
female
community
urban
24
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
6,551
doctor
43
female
community
remote
2
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
6,552
doctor
39
male
health_centre
urban
45
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
6,553
chw
23
male
clinic
urban
10
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
6,554
nurse
23
female
health_centre
peri_urban
10
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
0
0
0
2,023
6,555
nurse
50
female
clinic
urban
23
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
6,556
nurse
36
female
health_centre
rural
0
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
2,022
6,557
lab_tech
29
female
tertiary
remote
3
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
1
1
0
2,023
6,558
clinical_officer
24
male
tertiary
remote
16
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
0
0
0
2,020
6,559
other
41
male
community
urban
3
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
6,560
nurse
29
female
health_centre
remote
4
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
1
0
2,022
6,561
chw
45
female
health_centre
peri_urban
9
1
0
0
0
1
emergency_care
blended
other
1
1
5.4
2
0
0
0
0
1
0
0
0
1
1
0
0
0
8
2,021
6,562
nurse
37
female
health_centre
rural
9
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
6,563
nurse
42
male
community
rural
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
0
0
0
2,023
6,564
other
35
male
district
urban
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
0
0
0
0
2,020
6,565
clinical_officer
59
female
health_centre
peri_urban
4
0
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
0
0
2,022
6,566
nurse
28
male
health_centre
rural
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
1
0
0
2,022
6,567
nurse
40
female
community
urban
1
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
6,568
clinical_officer
43
female
health_centre
rural
1
1
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,019
6,569
chw
39
female
clinic
rural
5
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
1
1
0
2,020
6,570
nurse
21
female
clinic
peri_urban
0
0
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
6,571
nurse
44
male
clinic
urban
14
1
0
1
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
6,572
clinical_officer
26
female
tertiary
rural
7
0
1
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
6,573
nurse
32
male
tertiary
remote
1
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
1
0
0
2,020
6,574
chw
29
male
community
remote
1
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
0
0
0
2,022
6,575
midwife
34
female
health_centre
rural
27
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,019
6,576
chw
32
female
health_centre
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
6,577
midwife
49
female
community
rural
3
0
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,020
6,578
clinical_officer
35
female
clinic
urban
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
2,022
6,579
nurse
38
female
community
urban
1
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
2,023
6,580
doctor
38
male
clinic
remote
14
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
1
0
0
2,023
6,581
midwife
20
female
health_centre
peri_urban
10
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
2,023
6,582
chw
20
male
community
peri_urban
8
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
1
0
2,023
6,583
lab_tech
30
male
community
remote
6
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
2,020
6,584
clinical_officer
50
female
clinic
urban
16
0
0
1
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
6,585
nurse
40
male
district
peri_urban
4
1
0
0
1
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
2,019
6,586
nurse
33
female
clinic
rural
20
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
1
0
0
2,021
6,587
doctor
23
male
clinic
remote
13
0
0
1
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,020
6,588
midwife
31
female
district
rural
5
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
1
0
2,020
6,589
doctor
45
male
health_centre
peri_urban
0
0
0
1
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,019
6,590
nurse
26
male
health_centre
rural
5
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
6,591
nurse
46
female
community
rural
22
0
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,022
6,592
nurse
43
female
clinic
urban
9
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
2,023
6,593
nurse
39
female
community
remote
4
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
2,021
6,594
nurse
43
male
district
rural
3
0
1
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
6,595
chw
27
female
clinic
peri_urban
7
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
6,596
chw
30
male
clinic
rural
18
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
6,597
other
21
male
clinic
rural
10
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
6,598
chw
38
female
health_centre
remote
4
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
0
2,021
6,599
chw
22
male
community
remote
7
0
0
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
6,600
clinical_officer
27
female
district
peri_urban
1
1
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020