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
2,101
lab_tech
29
male
community
peri_urban
1
1
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,022
2,102
nurse
27
male
health_centre
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
2,021
2,103
other
30
female
tertiary
remote
10
0
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
2,104
lab_tech
41
female
health_centre
remote
16
1
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
2,105
lab_tech
37
female
clinic
rural
3
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
2,106
lab_tech
21
female
community
rural
4
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
2,021
2,107
chw
52
female
health_centre
remote
2
1
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
2,108
nurse
48
female
clinic
remote
6
1
0
0
1
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
2,020
2,109
midwife
34
male
community
remote
0
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,022
2,110
nurse
36
female
clinic
peri_urban
2
1
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020
2,111
doctor
43
female
community
remote
0
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,023
2,112
nurse
40
male
clinic
urban
16
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
1
0
2,022
2,113
doctor
33
male
community
rural
16
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
2,020
2,114
nurse
36
male
health_centre
rural
19
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
0
0
2,021
2,115
doctor
20
male
health_centre
urban
15
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
2,020
2,116
lab_tech
35
male
health_centre
rural
11
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
1
1
0
2,021
2,117
chw
37
male
health_centre
peri_urban
7
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,022
2,118
nurse
35
female
health_centre
remote
11
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
2,119
nurse
31
female
health_centre
rural
12
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
2,120
chw
44
female
clinic
rural
2
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
2,020
2,121
chw
54
female
health_centre
rural
4
0
1
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
2,122
lab_tech
29
male
district
rural
24
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
2,021
2,123
nurse
34
female
district
peri_urban
37
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
2,124
clinical_officer
46
female
health_centre
remote
2
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
2,020
2,125
clinical_officer
51
female
district
rural
5
0
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
2,021
2,126
chw
51
female
district
peri_urban
17
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
1
0
0
2,019
2,127
midwife
43
female
tertiary
rural
4
0
0
0
0
1
mental_health
blended
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
2,128
nurse
26
male
health_centre
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
0
0
0
2,023
2,129
doctor
23
male
health_centre
remote
20
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
2,130
nurse
31
female
health_centre
rural
13
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
2,131
midwife
27
male
community
rural
29
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
2,132
clinical_officer
29
female
clinic
rural
17
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
2,133
lab_tech
40
female
district
peri_urban
1
1
0
1
1
1
other
blended
whatsapp
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2,023
2,134
nurse
41
female
health_centre
peri_urban
6
0
0
1
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
0
2,022
2,135
nurse
27
female
community
rural
2
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
2,136
doctor
37
female
district
remote
1
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
2,022
2,137
lab_tech
31
female
district
urban
4
1
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
2,138
pharmacist
33
female
health_centre
remote
1
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
2,139
chw
20
female
health_centre
urban
11
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
2,140
chw
20
male
tertiary
remote
0
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,019
2,141
midwife
46
male
community
urban
5
1
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
0
0
2,023
2,142
lab_tech
31
female
tertiary
peri_urban
5
0
0
0
0
1
other
text_module
youtube
1
0
4.6
6
0
0
0
0
1
0
0
0
1
1
0
1
0
6
2,022
2,143
midwife
33
male
community
peri_urban
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
0
1
0
0
2,023
2,144
lab_tech
28
female
community
remote
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
2,023
2,145
midwife
49
male
tertiary
peri_urban
24
0
1
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
2,146
nurse
20
female
district
rural
6
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
2,147
pharmacist
36
male
district
peri_urban
1
0
1
1
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
2,148
nurse
42
male
health_centre
rural
11
0
0
1
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
0
2,022
2,149
chw
33
male
district
rural
5
0
0
0
0
1
clinical_skills
blended
youtube
1
0
7.7
5
0
0
0
0
0
0
0
0
1
1
1
0
1
2
2,022
2,150
chw
41
male
clinic
urban
14
1
0
1
1
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,020
2,151
nurse
50
male
district
urban
6
0
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
2,023
2,152
chw
28
male
community
urban
4
1
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
2,153
doctor
50
female
health_centre
remote
2
0
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
2,021
2,154
nurse
49
male
tertiary
urban
2
0
0
1
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
2,022
2,155
nurse
47
female
clinic
urban
5
0
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,023
2,156
doctor
58
female
community
peri_urban
0
1
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
2,020
2,157
other
20
male
clinic
urban
1
1
0
1
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
2,158
pharmacist
34
male
community
remote
9
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,021
2,159
chw
45
female
district
remote
5
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,023
2,160
nurse
29
male
clinic
remote
0
0
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,021
2,161
nurse
27
male
clinic
urban
8
1
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
1
0
2,023
2,162
clinical_officer
29
male
clinic
urban
7
1
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
2,023
2,163
nurse
26
female
clinic
urban
2
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
2,164
chw
43
female
health_centre
rural
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
1
1
1
0
2,021
2,165
other
22
female
community
remote
24
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
2,166
nurse
27
female
tertiary
remote
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
2,021
2,167
clinical_officer
47
female
district
remote
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
0
0
0
0
2,021
2,168
other
34
female
community
urban
11
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
2,023
2,169
chw
31
female
community
remote
3
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
2,170
clinical_officer
34
female
district
rural
8
1
0
0
0
1
hiv_management
text_module
youtube
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,023
2,171
other
59
male
clinic
remote
0
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
2,019
2,172
chw
41
female
clinic
peri_urban
3
0
0
1
0
1
data_management
whatsapp_group
youtube
1
1
3.9
6
1
0
1
1
0
0
0
1
0
1
0
0
0
3
2,023
2,173
lab_tech
20
male
district
peri_urban
5
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
1
0
0
2,021
2,174
chw
39
male
tertiary
rural
10
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
2,023
2,175
nurse
55
female
clinic
remote
2
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
2,176
nurse
30
female
health_centre
remote
6
1
0
1
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
2,177
lab_tech
31
female
district
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
2,019
2,178
doctor
35
female
health_centre
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
0
1
0
0
2,023
2,179
chw
26
male
district
rural
5
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
2,180
chw
49
female
health_centre
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
1
1
0
0
2,023
2,181
nurse
44
female
community
remote
15
0
0
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,020
2,182
doctor
38
female
clinic
urban
15
1
0
1
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
2,183
midwife
31
female
health_centre
rural
1
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
0
0
0
2,021
2,184
nurse
46
female
health_centre
urban
2
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
0
0
2,023
2,185
midwife
36
male
health_centre
peri_urban
21
1
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
2,186
chw
32
female
health_centre
peri_urban
1
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,023
2,187
doctor
20
female
clinic
urban
22
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
1
0
0
2,023
2,188
midwife
40
male
community
rural
6
0
0
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
2,189
nurse
39
female
clinic
rural
17
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
2,190
nurse
23
female
health_centre
rural
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
0
0
0
2,022
2,191
nurse
32
male
clinic
urban
14
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
2,020
2,192
midwife
55
male
community
urban
5
1
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,021
2,193
nurse
28
female
community
peri_urban
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
0
0
0
0
2,021
2,194
nurse
20
female
district
rural
1
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
1
0
0
2,020
2,195
chw
30
male
community
remote
1
0
0
0
0
1
clinical_skills
whatsapp_group
moodle
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
2,196
clinical_officer
39
male
district
remote
3
0
1
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
2,021
2,197
nurse
47
female
clinic
rural
0
0
0
0
0
0
mental_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
2,198
chw
57
male
community
remote
2
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
2,199
doctor
38
female
district
rural
1
1
0
0
1
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,022
2,200
clinical_officer
20
female
community
remote
11
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
2,022