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age
int64
sex
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facility_level
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location
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personal_smartphone
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hours_studied
float64
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int64
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int64
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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
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1,101
nurse
32
female
community
remote
19
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0
1
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0
maternal_health
text_module
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0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,020
1,102
other
45
female
community
peri_urban
19
1
1
0
0
1
hiv_management
whatsapp_group
other
1
0
3.5
4
0
0
0
0
1
0
0
1
1
1
1
0
0
6
2,023
1,103
clinical_officer
24
female
district
remote
0
0
1
0
0
1
data_management
interactive
moodle
0
0
0
0
0
0
0
0
0
0
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0
1
1
1
0
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0
2,022
1,104
lab_tech
29
female
health_centre
rural
1
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
1,105
chw
20
male
clinic
urban
1
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
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1
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2,019
1,106
clinical_officer
37
male
health_centre
urban
3
0
0
0
0
0
maternal_health
text_module
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0
0
0
0
0
0
0
0
0
0
0
0
1
1
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0
1
0
2,021
1,107
clinical_officer
33
female
health_centre
peri_urban
10
1
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,020
1,108
nurse
57
female
clinic
peri_urban
8
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
1,109
clinical_officer
46
male
clinic
urban
12
0
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
1,110
nurse
54
female
health_centre
remote
12
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
2,021
1,111
clinical_officer
33
female
clinic
peri_urban
6
1
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
2,023
1,112
clinical_officer
27
female
health_centre
remote
2
0
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
1,113
doctor
31
female
clinic
urban
0
1
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
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0
0
0
0
2,023
1,114
nurse
38
female
community
urban
4
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
1
0
2,021
1,115
lab_tech
43
male
health_centre
urban
0
1
0
1
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
2,022
1,116
other
37
female
health_centre
remote
8
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
1,117
other
45
female
community
urban
1
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
1,118
nurse
21
female
health_centre
urban
0
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
1,119
nurse
20
female
community
remote
0
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
1
0
0
2,023
1,120
nurse
35
female
clinic
rural
8
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
1,121
nurse
38
female
clinic
peri_urban
2
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
1,122
nurse
33
female
community
rural
19
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
1,123
midwife
34
male
tertiary
rural
0
1
0
1
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
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0
0
1
0
1
1
0
2,022
1,124
nurse
34
female
clinic
urban
1
1
0
0
0
0
leadership
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
1,125
nurse
45
female
clinic
urban
4
0
0
0
0
1
emergency_care
text_module
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0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
1,126
midwife
40
female
health_centre
remote
8
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
1,127
nurse
20
male
tertiary
rural
1
0
0
0
0
1
other
whatsapp_group
custom
1
0
5.7
1
0
0
0
0
1
0
0
0
1
1
1
1
1
3
2,023
1,128
clinical_officer
32
male
clinic
peri_urban
1
0
0
1
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,020
1,129
clinical_officer
34
female
health_centre
remote
6
0
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,021
1,130
pharmacist
42
male
district
rural
2
0
0
0
0
1
other
blended
whatsapp
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
1,131
chw
20
male
clinic
peri_urban
4
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
2,022
1,132
midwife
39
female
district
peri_urban
1
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
1,133
lab_tech
33
male
community
rural
0
1
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
1,134
other
25
female
tertiary
rural
6
0
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
1,135
other
29
female
health_centre
peri_urban
1
0
1
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
1,136
nurse
29
female
community
rural
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
1,137
nurse
43
male
health_centre
rural
6
0
1
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
1,138
nurse
31
male
district
urban
0
0
0
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
1,139
chw
38
female
clinic
remote
0
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
2,023
1,140
chw
49
male
district
rural
0
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
1,141
chw
44
female
health_centre
rural
12
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
1
0
0
2,023
1,142
nurse
30
female
community
urban
1
0
0
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,023
1,143
nurse
27
female
health_centre
peri_urban
18
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
0
0
2,023
1,144
nurse
39
female
tertiary
urban
0
0
0
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
1,145
nurse
44
male
district
rural
8
0
1
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,021
1,146
nurse
38
male
health_centre
urban
14
0
0
1
0
1
infection_prevention
text_module
custom
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
2,022
1,147
doctor
49
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
0
0
0
0
2,023
1,148
clinical_officer
34
female
health_centre
rural
5
0
0
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
2,020
1,149
midwife
44
female
health_centre
remote
11
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
1
0
0
2,019
1,150
lab_tech
40
male
district
rural
9
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
2,021
1,151
midwife
47
female
health_centre
remote
16
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
1,152
chw
62
female
health_centre
peri_urban
2
0
0
1
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
1,153
other
20
female
tertiary
remote
5
0
0
0
0
1
data_management
blended
youtube
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,023
1,154
lab_tech
42
female
community
remote
1
0
0
1
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,020
1,155
other
35
female
health_centre
rural
7
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
2,023
1,156
nurse
50
male
district
urban
15
1
0
1
0
0
emergency_care
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
1,157
doctor
30
male
community
urban
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
1,158
nurse
36
male
tertiary
remote
1
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
2,023
1,159
nurse
20
male
clinic
urban
6
0
0
1
0
0
emergency_care
simulation
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
1
1
0
2,022
1,160
doctor
44
female
health_centre
remote
3
0
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
0
0
2,021
1,161
nurse
20
female
clinic
rural
22
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
1,162
chw
38
female
district
rural
6
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
2,023
1,163
clinical_officer
36
male
health_centre
remote
1
1
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
1,164
nurse
29
female
clinic
peri_urban
1
0
0
0
0
0
other
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
1,165
chw
22
male
clinic
urban
17
0
0
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
2,021
1,166
midwife
20
female
district
remote
1
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
1,167
nurse
38
male
clinic
rural
7
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
1
0
2,022
1,168
nurse
31
female
health_centre
remote
6
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,021
1,169
pharmacist
29
male
clinic
urban
13
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
0
0
2,021
1,170
clinical_officer
40
female
community
remote
6
0
0
0
0
1
clinical_skills
interactive
custom
1
0
3.3
10
0
0
0
0
1
0
0
1
1
1
0
1
0
5
2,023
1,171
midwife
39
male
community
urban
13
1
0
1
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,022
1,172
pharmacist
37
female
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
2,023
1,173
midwife
36
female
clinic
urban
3
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
1,174
midwife
40
male
district
rural
12
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
1,175
clinical_officer
34
male
district
remote
28
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
0
1
0
2,023
1,176
midwife
31
male
clinic
remote
7
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
2,022
1,177
lab_tech
30
male
clinic
remote
8
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,022
1,178
midwife
35
male
clinic
rural
5
0
1
0
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
1,179
clinical_officer
44
female
tertiary
rural
4
0
1
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
1,180
other
36
male
clinic
urban
18
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
1
1
0
2,021
1,181
doctor
38
female
health_centre
urban
21
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
2,021
1,182
other
34
female
clinic
peri_urban
1
1
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
1,183
lab_tech
33
male
community
rural
6
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
1,184
chw
33
female
district
rural
16
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,019
1,185
nurse
32
male
health_centre
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
2,022
1,186
chw
24
male
health_centre
peri_urban
2
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
1,187
chw
36
male
tertiary
peri_urban
10
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
2,021
1,188
midwife
20
female
health_centre
remote
8
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
2,021
1,189
nurse
35
male
health_centre
peri_urban
15
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,023
1,190
chw
37
female
district
rural
1
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
2,023
1,191
nurse
28
female
clinic
rural
14
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
1,192
chw
42
female
tertiary
remote
8
1
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
1,193
chw
52
female
community
rural
14
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
1,194
doctor
27
female
clinic
rural
3
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
0
0
0
2,022
1,195
other
46
male
tertiary
rural
1
1
0
0
0
1
hiv_management
interactive
custom
1
0
1.8
2
0
0
0
0
1
0
0
0
1
1
0
0
0
5
2,021
1,196
midwife
32
male
district
remote
14
1
0
0
1
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
2,022
1,197
midwife
39
male
clinic
rural
12
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
2,021
1,198
midwife
53
female
community
remote
50
0
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
1,199
midwife
28
female
health_centre
urban
2
1
0
0
1
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
2,023
1,200
chw
38
female
tertiary
urban
7
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023