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
8,901
nurse
53
female
health_centre
rural
3
0
0
0
0
1
mental_health
blended
whatsapp
1
0
8.9
6
0
0
0
0
0
0
0
0
1
1
0
0
1
5
2,022
8,902
other
30
female
district
urban
11
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,020
8,903
nurse
39
female
clinic
remote
20
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
0
0
0
2,019
8,904
doctor
51
male
tertiary
peri_urban
6
0
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
8,905
other
22
male
community
remote
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
0
0
0
2,020
8,906
clinical_officer
35
male
health_centre
remote
3
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
8,907
lab_tech
39
male
community
rural
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
1
1
0
2,022
8,908
doctor
49
male
clinic
rural
0
1
1
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
8,909
pharmacist
44
male
district
rural
7
0
0
0
0
0
lab_techniques
simulation
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,021
8,910
chw
21
male
clinic
remote
21
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
1
0
0
2,019
8,911
chw
46
male
clinic
rural
0
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
2,020
8,912
nurse
47
male
health_centre
urban
8
0
0
1
0
1
maternal_health
text_module
custom
1
0
3.6
4
0
0
0
0
1
0
0
0
0
1
0
0
0
3
2,023
8,913
nurse
48
male
clinic
remote
8
1
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,914
chw
40
female
district
remote
6
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,021
8,915
chw
28
male
clinic
peri_urban
1
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
1
0
0
2,021
8,916
other
35
female
district
peri_urban
4
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,023
8,917
other
29
male
clinic
rural
14
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
8,918
other
49
female
district
remote
0
0
0
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
2,020
8,919
nurse
25
male
district
remote
22
0
0
0
0
1
mental_health
whatsapp_group
other
1
0
6.9
4
0
0
0
0
0
0
0
0
1
1
0
0
0
6
2,019
8,920
nurse
20
male
district
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
2,022
8,921
midwife
36
female
health_centre
rural
0
0
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,020
8,922
lab_tech
40
female
district
peri_urban
0
0
1
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
2,023
8,923
nurse
24
female
health_centre
urban
3
0
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,924
clinical_officer
46
female
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
1
0
2,021
8,925
doctor
39
female
health_centre
peri_urban
3
1
0
1
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,019
8,926
other
39
male
health_centre
peri_urban
0
1
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,927
clinical_officer
45
male
health_centre
remote
2
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
1
0
0
2,021
8,928
other
24
male
clinic
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
2,020
8,929
other
42
male
community
rural
12
0
0
1
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
2,021
8,930
nurse
37
male
tertiary
rural
3
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
8,931
chw
37
male
health_centre
rural
18
0
1
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,022
8,932
nurse
31
female
district
remote
3
1
0
1
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
8,933
chw
48
female
district
rural
34
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
2,019
8,934
pharmacist
30
male
clinic
peri_urban
2
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
8,935
chw
23
female
district
remote
0
0
1
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
8,936
nurse
46
female
clinic
rural
0
0
0
1
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
2,023
8,937
nurse
51
male
community
urban
2
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
8,938
chw
34
female
community
peri_urban
2
1
0
0
1
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
2,022
8,939
pharmacist
29
male
district
urban
13
1
1
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
8,940
clinical_officer
20
female
district
urban
9
0
1
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
8,941
nurse
27
female
health_centre
remote
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
0
1
0
2,022
8,942
lab_tech
26
female
health_centre
rural
0
1
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,019
8,943
lab_tech
20
female
district
urban
12
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
8,944
nurse
37
male
clinic
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
1
1
0
0
2,020
8,945
doctor
31
male
health_centre
urban
2
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
0
0
2,022
8,946
midwife
42
male
clinic
remote
3
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
2,020
8,947
midwife
39
female
community
rural
3
0
0
1
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
8,948
midwife
35
female
district
remote
9
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,023
8,949
nurse
24
female
community
remote
11
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
0
0
0
2,020
8,950
lab_tech
31
male
clinic
remote
1
0
0
1
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
8,951
clinical_officer
34
female
health_centre
urban
6
1
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
2,021
8,952
other
41
female
district
remote
2
1
0
1
1
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,019
8,953
nurse
27
male
health_centre
rural
11
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
8,954
chw
48
female
tertiary
urban
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
1
1
0
2,023
8,955
pharmacist
40
male
community
peri_urban
0
1
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
8,956
doctor
24
male
district
remote
10
0
0
0
0
1
maternal_health
mobile_app
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,957
chw
20
male
tertiary
remote
8
1
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,958
nurse
56
female
community
remote
4
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,023
8,959
doctor
33
female
health_centre
rural
23
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
8,960
nurse
44
female
district
remote
10
0
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
8,961
chw
29
female
community
urban
1
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,962
nurse
24
female
health_centre
remote
8
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
8,963
chw
39
female
community
remote
8
1
0
0
1
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
2,019
8,964
chw
31
male
health_centre
peri_urban
5
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
0
0
2,022
8,965
lab_tech
25
male
community
urban
1
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
1
0
0
2,022
8,966
midwife
42
female
community
remote
3
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
8,967
chw
29
male
community
urban
6
1
0
1
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
8,968
chw
29
male
community
urban
0
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,969
chw
31
female
health_centre
urban
11
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
8,970
other
46
female
community
rural
4
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,971
nurse
39
female
community
peri_urban
40
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
8,972
nurse
46
female
clinic
rural
0
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
2,022
8,973
chw
39
female
district
peri_urban
0
0
1
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,020
8,974
nurse
42
male
health_centre
urban
20
0
1
0
0
1
hiv_management
mobile_app
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
8,975
nurse
40
female
community
peri_urban
17
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,020
8,976
other
22
male
health_centre
remote
0
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,977
nurse
40
female
clinic
urban
8
1
1
1
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,019
8,978
nurse
44
female
health_centre
urban
6
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
2,021
8,979
lab_tech
39
male
health_centre
remote
7
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
8,980
clinical_officer
43
male
district
remote
5
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
0
0
0
2,021
8,981
clinical_officer
39
female
district
peri_urban
4
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
8,982
other
22
male
health_centre
peri_urban
2
1
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
8,983
clinical_officer
65
female
clinic
urban
1
0
0
0
0
1
other
whatsapp_group
openwho
1
0
9.5
2
0
0
0
0
0
0
0
0
1
1
0
1
0
3
2,022
8,984
clinical_officer
40
female
district
remote
0
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
2,020
8,985
nurse
35
male
clinic
peri_urban
13
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,021
8,986
chw
25
male
health_centre
rural
3
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,987
nurse
26
female
tertiary
rural
4
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
2,021
8,988
nurse
47
female
health_centre
peri_urban
1
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
1
0
0
2,022
8,989
lab_tech
29
female
community
remote
3
1
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,990
other
49
female
community
rural
9
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
2,021
8,991
pharmacist
38
female
health_centre
remote
1
0
1
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
8,992
nurse
47
female
community
urban
1
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
2,021
8,993
clinical_officer
26
female
community
rural
4
0
0
0
0
1
infection_prevention
text_module
other
1
0
10.6
5
0
0
0
0
0
0
0
0
1
1
1
1
1
4
2,021
8,994
chw
31
female
clinic
remote
2
0
1
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
8,995
midwife
42
male
district
rural
2
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
2,019
8,996
clinical_officer
55
female
district
remote
0
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
2,021
8,997
nurse
31
female
district
rural
10
0
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
8,998
nurse
43
male
clinic
peri_urban
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
1
1
0
0
2,021
8,999
nurse
43
female
clinic
urban
14
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
2,020
9,000
nurse
32
male
clinic
rural
0
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
2,021