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
8,001
midwife
41
female
clinic
rural
1
0
1
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
8,002
other
50
female
health_centre
remote
0
0
1
0
0
1
maternal_health
text_module
youtube
1
0
9.5
3
0
0
0
0
0
0
0
1
1
1
1
0
0
3
2,022
8,003
lab_tech
20
female
community
remote
4
1
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,004
nurse
35
male
tertiary
rural
2
0
1
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,005
chw
43
female
tertiary
peri_urban
0
0
1
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,006
chw
39
female
district
peri_urban
18
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
0
0
0
2,022
8,007
chw
35
female
district
rural
19
1
0
0
1
1
maternal_health
video
youtube
1
0
1.9
4
0
0
0
0
0
0
0
1
1
0
1
1
0
7
2,023
8,008
chw
34
female
health_centre
remote
0
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
8,009
midwife
26
male
clinic
rural
7
1
0
1
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,020
8,010
chw
39
male
district
rural
7
0
0
1
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,023
8,011
other
20
female
clinic
rural
2
0
1
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
8,012
nurse
31
male
health_centre
rural
14
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
8,013
midwife
20
male
health_centre
remote
3
0
0
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,020
8,014
nurse
48
male
clinic
remote
0
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,015
lab_tech
31
male
clinic
remote
8
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
8,016
doctor
29
female
district
remote
0
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,019
8,017
chw
45
female
health_centre
urban
10
1
0
0
1
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,022
8,018
nurse
27
male
district
rural
4
0
1
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,020
8,019
clinical_officer
27
female
community
rural
1
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
2,020
8,020
doctor
39
female
health_centre
peri_urban
3
0
0
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
8,021
chw
46
female
clinic
urban
1
1
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
8,022
lab_tech
28
male
tertiary
rural
2
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,023
lab_tech
40
female
community
remote
22
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
8,024
other
38
female
community
peri_urban
11
0
0
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
8,025
chw
20
female
district
urban
5
1
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
8,026
other
31
female
community
rural
1
0
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
2,023
8,027
chw
35
male
health_centre
remote
7
0
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
8,028
chw
30
female
clinic
peri_urban
5
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
8,029
nurse
45
female
community
remote
5
0
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,030
doctor
47
female
district
urban
4
1
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
8,031
chw
37
female
clinic
urban
0
1
1
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
2,021
8,032
doctor
43
male
health_centre
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
1
0
2,022
8,033
nurse
44
female
health_centre
rural
0
0
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,034
chw
43
male
community
peri_urban
3
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
2,019
8,035
chw
30
female
health_centre
peri_urban
16
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
0
2,021
8,036
nurse
46
female
community
urban
0
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
8,037
pharmacist
36
female
health_centre
urban
0
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
0
0
2,020
8,038
clinical_officer
31
female
district
remote
8
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
0
0
0
2,023
8,039
doctor
46
female
district
remote
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
1
1
0
2,019
8,040
midwife
24
female
clinic
urban
6
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
1
0
2,023
8,041
lab_tech
27
female
health_centre
peri_urban
3
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
8,042
doctor
35
female
health_centre
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
8,043
clinical_officer
47
female
community
remote
15
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,021
8,044
doctor
45
male
district
peri_urban
5
0
0
0
0
0
emergency_care
simulation
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
8,045
nurse
35
female
community
rural
38
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
1
0
0
2,023
8,046
other
31
male
health_centre
remote
7
1
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
8,047
doctor
33
female
community
remote
3
1
0
0
1
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
2,023
8,048
doctor
31
male
clinic
rural
7
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
1
0
2,020
8,049
doctor
31
female
district
rural
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
1
0
0
0
2,022
8,050
midwife
30
male
tertiary
remote
7
1
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
8,051
other
40
male
district
urban
1
0
0
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
8,052
clinical_officer
25
male
health_centre
remote
1
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
8,053
doctor
29
female
clinic
remote
12
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
2,019
8,054
midwife
41
female
district
rural
5
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,020
8,055
clinical_officer
36
female
health_centre
remote
9
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,021
8,056
nurse
37
male
clinic
peri_urban
15
0
0
0
0
0
mental_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
8,057
clinical_officer
38
female
community
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
0
1
0
0
2,022
8,058
chw
32
female
health_centre
rural
18
0
0
1
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,022
8,059
chw
36
male
community
rural
0
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
2,021
8,060
chw
31
female
district
rural
11
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
0
0
2,022
8,061
other
52
male
community
urban
9
1
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
8,062
midwife
46
male
district
peri_urban
2
0
0
1
0
1
emergency_care
mobile_app
moodle
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
8,063
nurse
40
male
health_centre
remote
4
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
2,023
8,064
chw
61
male
tertiary
rural
21
1
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
8,065
midwife
38
female
clinic
rural
3
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
0
0
0
2,021
8,066
nurse
34
female
district
peri_urban
2
0
0
0
0
1
leadership
mobile_app
other
1
0
8
4
0
0
0
0
1
0
0
0
1
1
0
0
0
5
2,020
8,067
chw
32
male
community
urban
14
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
2,023
8,068
other
29
female
clinic
rural
3
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
8,069
clinical_officer
50
male
community
peri_urban
1
1
1
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
8,070
lab_tech
30
female
district
rural
21
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
1
0
0
2,019
8,071
other
24
male
community
remote
7
0
0
1
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
8,072
other
29
female
health_centre
peri_urban
13
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
0
0
0
2,021
8,073
nurse
37
male
health_centre
rural
4
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,074
clinical_officer
32
female
community
peri_urban
28
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
8,075
lab_tech
43
female
clinic
remote
5
1
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
8,076
nurse
29
female
clinic
rural
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
1
0
0
2,020
8,077
nurse
44
female
district
remote
8
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
8,078
clinical_officer
22
female
community
peri_urban
0
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
8,079
lab_tech
36
female
district
rural
10
0
1
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,022
8,080
doctor
37
female
community
remote
6
1
0
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
8,081
nurse
31
female
district
rural
5
0
0
1
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
8,082
midwife
26
female
district
remote
5
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
8,083
lab_tech
38
female
district
rural
3
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
1
0
2,022
8,084
nurse
30
female
health_centre
remote
3
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
0
0
2,022
8,085
clinical_officer
28
female
clinic
urban
12
1
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,021
8,086
other
46
male
district
remote
3
0
0
0
0
1
infection_prevention
blended
other
1
0
1.2
3
0
0
0
0
1
0
0
1
1
1
0
1
1
3
2,019
8,087
other
43
male
clinic
rural
4
0
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
2,023
8,088
nurse
20
female
clinic
remote
19
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
1
0
2,021
8,089
nurse
48
male
health_centre
urban
0
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
1
0
0
2,023
8,090
doctor
34
female
clinic
rural
23
1
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
2,019
8,091
clinical_officer
20
male
health_centre
peri_urban
3
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
8,092
lab_tech
43
female
tertiary
rural
7
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
8,093
clinical_officer
29
female
district
urban
9
0
0
1
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
8,094
nurse
27
female
district
rural
1
1
0
0
0
1
infection_prevention
mobile_app
moodle
1
0
6.6
10
0
0
0
0
0
0
1
0
1
1
0
1
0
5
2,023
8,095
other
20
female
community
rural
0
0
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
2,023
8,096
doctor
20
female
health_centre
rural
0
0
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
2,021
8,097
doctor
20
female
district
remote
2
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
8,098
nurse
29
female
community
remote
6
1
1
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
2,023
8,099
lab_tech
45
female
district
urban
1
1
1
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
2,023
8,100
clinical_officer
33
female
tertiary
remote
8
0
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020