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
2,801
lab_tech
21
female
tertiary
peri_urban
0
1
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
2,802
lab_tech
31
female
clinic
remote
1
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
2,803
nurse
46
male
clinic
peri_urban
4
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
2,804
pharmacist
39
male
clinic
peri_urban
4
1
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
0
2,021
2,805
nurse
29
female
health_centre
peri_urban
4
1
0
0
0
1
emergency_care
whatsapp_group
whatsapp
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,022
2,806
nurse
33
female
health_centre
remote
2
1
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
2,020
2,807
nurse
31
male
health_centre
urban
15
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
2,021
2,808
chw
43
female
community
rural
5
0
1
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
2,021
2,809
nurse
49
female
community
urban
19
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
2,810
pharmacist
34
female
district
rural
21
0
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
2,811
chw
44
female
health_centre
rural
0
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
1
0
0
2,022
2,812
nurse
27
female
community
remote
10
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
2,813
doctor
32
female
community
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
2,023
2,814
chw
50
female
community
peri_urban
7
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
1
0
0
2,022
2,815
clinical_officer
27
male
district
remote
6
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
2,022
2,816
lab_tech
26
male
clinic
rural
5
0
0
0
0
0
mental_health
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
2,817
midwife
30
male
district
peri_urban
7
0
0
1
0
0
infection_prevention
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,023
2,818
midwife
34
male
health_centre
peri_urban
1
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
2,021
2,819
nurse
35
female
health_centre
peri_urban
26
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,020
2,820
doctor
34
male
community
rural
17
1
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
2,022
2,821
nurse
34
female
tertiary
peri_urban
6
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,020
2,822
lab_tech
35
female
tertiary
peri_urban
11
0
1
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,019
2,823
nurse
37
female
clinic
remote
19
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
2,824
pharmacist
39
female
district
remote
2
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
2,023
2,825
chw
40
male
community
remote
8
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
2,826
other
56
male
tertiary
remote
6
0
0
0
0
1
lab_techniques
whatsapp_group
openwho
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,020
2,827
midwife
30
female
community
remote
8
1
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
2,828
lab_tech
37
female
tertiary
remote
25
0
0
1
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,019
2,829
chw
49
female
clinic
peri_urban
11
1
0
0
1
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
2,020
2,830
doctor
23
male
community
remote
3
1
0
1
1
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
2,022
2,831
nurse
36
female
district
remote
18
0
1
1
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
2,832
nurse
45
female
health_centre
peri_urban
7
0
0
1
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,022
2,833
other
47
female
community
peri_urban
6
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
1
0
2,020
2,834
chw
40
female
clinic
remote
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
1
0
1
0
2,022
2,835
midwife
41
female
health_centre
peri_urban
26
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
1
0
0
2,021
2,836
nurse
26
female
health_centre
remote
13
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,019
2,837
midwife
50
male
clinic
peri_urban
0
0
1
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
2,023
2,838
midwife
32
male
clinic
rural
13
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
1
0
0
2,019
2,839
midwife
30
male
health_centre
remote
3
0
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
2,022
2,840
chw
31
male
clinic
rural
11
0
1
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
2,841
midwife
35
female
clinic
urban
2
1
0
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,022
2,842
pharmacist
31
male
district
peri_urban
7
0
1
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,021
2,843
lab_tech
31
male
health_centre
peri_urban
0
0
0
0
0
1
clinical_skills
mobile_app
moodle
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
1
0
2,020
2,844
nurse
40
male
health_centre
urban
6
0
1
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
2,845
nurse
47
male
health_centre
urban
41
1
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
2,021
2,846
midwife
61
female
tertiary
peri_urban
17
0
1
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
2,847
nurse
51
male
district
rural
3
0
0
0
0
1
clinical_skills
text_module
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
2,848
midwife
32
female
clinic
peri_urban
14
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
2,023
2,849
pharmacist
26
male
community
rural
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
0
0
0
2,019
2,850
chw
48
female
district
remote
3
0
0
1
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
2,851
midwife
23
female
community
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
0
0
2,023
2,852
nurse
20
male
health_centre
rural
4
1
0
0
1
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
1
0
2,022
2,853
nurse
21
female
clinic
rural
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
2,020
2,854
midwife
37
female
health_centre
peri_urban
0
1
0
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
2,855
other
35
female
health_centre
rural
17
1
0
0
0
0
data_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
2,856
other
22
female
tertiary
urban
14
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,019
2,857
lab_tech
30
male
health_centre
remote
0
0
0
1
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,022
2,858
midwife
40
female
community
peri_urban
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
0
0
0
2,023
2,859
chw
28
female
district
urban
11
0
1
0
0
1
other
blended
moodle
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
0
2,023
2,860
lab_tech
53
male
health_centre
urban
37
1
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
2,861
pharmacist
29
female
health_centre
rural
26
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
0
0
0
2,021
2,862
pharmacist
37
female
health_centre
remote
15
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
2,023
2,863
nurse
20
male
clinic
peri_urban
20
1
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,023
2,864
other
20
male
clinic
remote
15
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,021
2,865
chw
37
female
clinic
peri_urban
7
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
2,020
2,866
other
43
female
district
peri_urban
0
0
0
0
0
1
leadership
blended
moodle
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
2,867
lab_tech
48
female
health_centre
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
2,868
chw
43
female
district
urban
0
0
0
0
0
1
other
interactive
moodle
1
0
12.9
7
0
0
0
0
1
0
0
0
1
1
0
0
0
5
2,020
2,869
chw
35
male
health_centre
rural
1
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,019
2,870
nurse
41
female
district
urban
2
0
0
1
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
2,871
midwife
35
male
health_centre
urban
5
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
2,872
other
34
female
community
peri_urban
3
0
0
1
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
2,873
nurse
40
male
clinic
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
1
0
0
0
2,021
2,874
midwife
31
female
tertiary
urban
15
1
0
0
0
1
mental_health
mobile_app
other
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
2,875
other
37
female
community
rural
9
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
1
0
2,023
2,876
chw
31
female
health_centre
rural
4
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020
2,877
clinical_officer
30
male
tertiary
peri_urban
3
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
2,878
other
37
female
health_centre
rural
14
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
2,879
nurse
26
female
health_centre
urban
0
0
1
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
2,880
other
21
male
health_centre
rural
0
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,020
2,881
chw
34
female
community
urban
10
1
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
2,882
clinical_officer
30
female
tertiary
urban
0
0
0
1
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
2,883
lab_tech
52
male
health_centre
urban
2
1
0
0
0
1
clinical_skills
whatsapp_group
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
2,884
clinical_officer
23
male
health_centre
peri_urban
7
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
2,885
chw
29
male
community
peri_urban
6
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
2,886
nurse
43
female
tertiary
remote
10
1
1
0
0
0
hiv_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
2,887
chw
34
female
clinic
remote
8
0
0
0
0
1
maternal_health
blended
openwho
1
1
2.3
2
0
0
0
0
0
1
0
0
1
1
1
0
0
4
2,022
2,888
clinical_officer
51
male
clinic
remote
0
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
2,889
doctor
38
female
tertiary
rural
1
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,022
2,890
pharmacist
26
female
health_centre
remote
2
1
0
0
1
0
emergency_care
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
2,021
2,891
midwife
39
female
health_centre
rural
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
2,023
2,892
nurse
33
female
tertiary
peri_urban
1
0
0
1
0
1
maternal_health
text_module
whatsapp
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,023
2,893
midwife
35
male
district
rural
2
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
2,894
chw
30
male
community
rural
9
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,021
2,895
doctor
52
female
clinic
urban
0
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
1
0
2,022
2,896
nurse
25
male
community
peri_urban
16
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
2,020
2,897
chw
35
male
district
peri_urban
7
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
2,898
nurse
42
male
district
rural
17
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
1
0
2,021
2,899
midwife
31
female
district
urban
17
1
1
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
2,023
2,900
clinical_officer
26
male
health_centre
rural
3
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020