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Integrated Child Health and
Immunization Survey (INCHIS):
Objectives, Methodology and Challenges
Santanu Pramanik
Public Health Foundation of India
Delivering for Nutrition in India
Learnings from Implementation Research
November 9–10, 2016
Monitoring vaccination coverage
• Vaccination coverage is an important public
health indicator
– Levels and variation in coverage can influence
individual and collective immunity in the population
• High vaccination coverage is a good indicator of
accessibility and functionality of a health system
• The necessary condition in achieving coverage
goals is the ability to measure and monitor
coverage levels in the population at a regular
interval
2
Methods to monitor coverage
• Administrative estimates: often unreliable due
to incomplete or inaccurate primary recording
of vaccinations, errors in compiling monthly
summary sheets, delayed or duplicate
reporting and inaccurate estimates of
population denominators
• Household surveys are often preferred over
administrative reports
3
Accuracy of survey estimates
• Improperly designed sampling plan
• Insufficient sample size
• Poorly designed survey questionnaires
• Inaccurate (or absence of) sampling frame
• Lack of experience and commitment of field agencies
collecting data
• Limited involvement of research team during the training of
interviewers and monitoring of data collection activities
• Faulty interviewing techniques
• Inaccurate recording of vaccination details
• Erroneous digital data entry from paper questionnaire
• All these factors may contribute towards biased and/or
imprecise (unreliable) estimates
4
Integrated Child Health and Immunization
Survey (INCHIS)
• Planned and designed by the Immunization
Technical Support Unit (ITSU) of the Ministry
of Health and Family Welfare (MoHFW)
• Objectives:
– Regular monitoring of immunization coverage
– Evaluation of a pan India immunization related
intervention termed as Mission Indradhanush (MI)
5
Journey so far
• INCHIS is a nationally representative repeated
cross-sectional survey on different aspects of
immunization, including immunization
services at the health facility level
6
Surveys State District Cluster Village Ward HHs
Sub-
centre
Planning
Unit
INCHIS-1 (Mar-
Apr 2015)
12 83 591 414 177 11,683 402 439
INCHIS-2 (Sep-
Oct 2015)
12 81 635 424 211 15,039 436 478
INCHIS-3 (Mar-
Apr 2016)
13 96 738 474 264 17,849 508 593
Methodology: Selection of states
• INCHIS was not designed as a one-time survey, rather a biannual
event, hence effective use of resources was crucial
• To achieve the goal of national representativeness in a resource-
effective way, a limited number of states were included in each
round selected through an appropriately stratified design
• All 29 states were stratified into six levels of development (based on
a composite index) and six geographic locations
• State level indicators used to construct the composite development
index:
– infant mortality rate
– female literacy rate
– proportion of stunted children
– full immunization coverage rate
– per capita net state domestic product
• Principal component analysis (PCA) technique was used to
construct the composite index
7
Selection of states
• INCHIS collects data from a fixed set of states and adds new
states every round in order to cover the entire country in
four rounds
• In first two rounds, 12 states were included in the sample
– Six fixed states and six rotational states
• Fixed states: Bihar, Maharashtra, MP, Rajasthan, Telangana,
and UP
• Rotational states INCHIS-1: Tamil Nadu, Manipur,
Uttarakhand, Haryana, Odisha, and Andhra Pradesh
• Rotational states of INCHIS-2: Himachal Pradesh, Jammu &
Kashmir, Goa, Mizoram, West Bengal and Kerala
• The state selection method was designed to ensure
representation from each geographical region and
development category
8
Sampling design
• Within a selected state, a three-stage
stratified sampling design was adopted
– At each stage, the sampling design was chosen to
select representative random sample
9
Stage 1: Selection of Districts
• For the selection of districts, district-level data
from Census 2011 was considered as the
sampling frame
• Districts were stratified into 3 or 4 strata
• Strata were created based on a composite index
constructed using the following socioeconomic
characteristics: proportion of urban HHs,
percentage of SC/ST population, literacy rate,
proportion of HHs with latrine facility, and HHs
availing banking facility
• From each stratum 1-3 districts were selected
10
Stratification of districts into four strata in Madhya Pradesh:
boxplot of socioeconomic indicators across strata
11
Stage 2: Selection of Clusters
(villages/urban wards)
• For the selection of clusters, cluster-level 2011
Census data were considered as sampling frame
• Within a selected district, sampling frame of
villages and wards (separately) was arranged by
female literacy rate and clusters were drawn
using systematic sampling
• This design guarantees inclusion of clusters
covering the whole range of female literacy rate
within a district
• Number of clusters required within a state was
determined based on the sample size calculation
12
Stage 3: Household and Health Facility
Selection
• A separate houselisting exercise was crucial for
implementing a probability sampling technique for HH
selection
• Complete listing of all eligible households in the selected
clusters was used as the sampling frame for selection of
HHs
• HHs with at least one child in the age group 0-23 months
were eligible for selection
• Children in the 0-23 month age group were considered as
opposed to the 12-23 used in other immunization surveys
• Selection of health facilities was linked to the sampled
clusters
– Sub-centres
– Planning units
13
Survey Implementation
• Ethics approval for the study was obtained from the IEC
of PHFI
• Data collection for INCHIS was conducted by the field
agency Nielsen India Pvt. Ltd.
– Public Development & Sustainability unit
• Pen and paper interviewing (PAPI) method was used to
collect data
• Data collection involved two key components: 1)
houselisting of selected clusters and 2) administering
the household and health facility survey questionnaires
to selected household and health facilities
14
Descriptive analysis using survey weights
• INCHIS adopts a three-stage stratified sampling design
which leads to unequal selection probabilities of
ultimate sampling units
• If individuals in certain subgroups are sampled at a
lower rate than individuals in other subgroups, then
their data can be thought to represent more individuals
in the population
– Otherwise, any estimation based on the sample may be
biased
• Survey weights incorporate differential selection
probabilities as well as adjustments for nonresponse
and incomplete sampling frame and/or mismatch
between sampling and population distributions
through poststratification
15
Discussion
• Coverage error and measurement errors contribute to the
non-sampling error of survey estimates which is hard to
quantify
• Their magnitude can be controlled through a well-designed
and executed survey
• In the absence of readily available sampling frame of HHs, a
separate houselisting exercise was carried out for
implementing a probability sampling for HH selection
• This procedure guaranteed that each HH had a positive
probability of being selected and reduced coverage bias
that could have arisen from incomplete sampling frame
16
Minimizing selection bias
• Upon receiving houselisting data in electronic
format from Nielsen, the INCHIS team did the
selection of HHs for all sampled clusters and
shared with Nielsen for conducting the main
survey
• This back and forth between Nielsen and ITSU
minimizes selection bias and prevents from
adopting convenient sampling in the field
17
Minimizing measurement errors
• To define vaccination coverage rate, we
combined information from vaccination card
(if available) and mother’s recall in order to
reduce instances of misclassification
• In the absence of valid date in the card, the
rationale behind going back to recall is that
card may also be incomplete
18
• Acknowledgement: INCHIS team
Thank You!
Questions/Comments
19

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Session1: Santanu Pramanik on " Integrated Child Health and Immunization Survey (INCHIS): Objectives, Methodology and Challenges"

  • 1. Integrated Child Health and Immunization Survey (INCHIS): Objectives, Methodology and Challenges Santanu Pramanik Public Health Foundation of India Delivering for Nutrition in India Learnings from Implementation Research November 9–10, 2016
  • 2. Monitoring vaccination coverage • Vaccination coverage is an important public health indicator – Levels and variation in coverage can influence individual and collective immunity in the population • High vaccination coverage is a good indicator of accessibility and functionality of a health system • The necessary condition in achieving coverage goals is the ability to measure and monitor coverage levels in the population at a regular interval 2
  • 3. Methods to monitor coverage • Administrative estimates: often unreliable due to incomplete or inaccurate primary recording of vaccinations, errors in compiling monthly summary sheets, delayed or duplicate reporting and inaccurate estimates of population denominators • Household surveys are often preferred over administrative reports 3
  • 4. Accuracy of survey estimates • Improperly designed sampling plan • Insufficient sample size • Poorly designed survey questionnaires • Inaccurate (or absence of) sampling frame • Lack of experience and commitment of field agencies collecting data • Limited involvement of research team during the training of interviewers and monitoring of data collection activities • Faulty interviewing techniques • Inaccurate recording of vaccination details • Erroneous digital data entry from paper questionnaire • All these factors may contribute towards biased and/or imprecise (unreliable) estimates 4
  • 5. Integrated Child Health and Immunization Survey (INCHIS) • Planned and designed by the Immunization Technical Support Unit (ITSU) of the Ministry of Health and Family Welfare (MoHFW) • Objectives: – Regular monitoring of immunization coverage – Evaluation of a pan India immunization related intervention termed as Mission Indradhanush (MI) 5
  • 6. Journey so far • INCHIS is a nationally representative repeated cross-sectional survey on different aspects of immunization, including immunization services at the health facility level 6 Surveys State District Cluster Village Ward HHs Sub- centre Planning Unit INCHIS-1 (Mar- Apr 2015) 12 83 591 414 177 11,683 402 439 INCHIS-2 (Sep- Oct 2015) 12 81 635 424 211 15,039 436 478 INCHIS-3 (Mar- Apr 2016) 13 96 738 474 264 17,849 508 593
  • 7. Methodology: Selection of states • INCHIS was not designed as a one-time survey, rather a biannual event, hence effective use of resources was crucial • To achieve the goal of national representativeness in a resource- effective way, a limited number of states were included in each round selected through an appropriately stratified design • All 29 states were stratified into six levels of development (based on a composite index) and six geographic locations • State level indicators used to construct the composite development index: – infant mortality rate – female literacy rate – proportion of stunted children – full immunization coverage rate – per capita net state domestic product • Principal component analysis (PCA) technique was used to construct the composite index 7
  • 8. Selection of states • INCHIS collects data from a fixed set of states and adds new states every round in order to cover the entire country in four rounds • In first two rounds, 12 states were included in the sample – Six fixed states and six rotational states • Fixed states: Bihar, Maharashtra, MP, Rajasthan, Telangana, and UP • Rotational states INCHIS-1: Tamil Nadu, Manipur, Uttarakhand, Haryana, Odisha, and Andhra Pradesh • Rotational states of INCHIS-2: Himachal Pradesh, Jammu & Kashmir, Goa, Mizoram, West Bengal and Kerala • The state selection method was designed to ensure representation from each geographical region and development category 8
  • 9. Sampling design • Within a selected state, a three-stage stratified sampling design was adopted – At each stage, the sampling design was chosen to select representative random sample 9
  • 10. Stage 1: Selection of Districts • For the selection of districts, district-level data from Census 2011 was considered as the sampling frame • Districts were stratified into 3 or 4 strata • Strata were created based on a composite index constructed using the following socioeconomic characteristics: proportion of urban HHs, percentage of SC/ST population, literacy rate, proportion of HHs with latrine facility, and HHs availing banking facility • From each stratum 1-3 districts were selected 10
  • 11. Stratification of districts into four strata in Madhya Pradesh: boxplot of socioeconomic indicators across strata 11
  • 12. Stage 2: Selection of Clusters (villages/urban wards) • For the selection of clusters, cluster-level 2011 Census data were considered as sampling frame • Within a selected district, sampling frame of villages and wards (separately) was arranged by female literacy rate and clusters were drawn using systematic sampling • This design guarantees inclusion of clusters covering the whole range of female literacy rate within a district • Number of clusters required within a state was determined based on the sample size calculation 12
  • 13. Stage 3: Household and Health Facility Selection • A separate houselisting exercise was crucial for implementing a probability sampling technique for HH selection • Complete listing of all eligible households in the selected clusters was used as the sampling frame for selection of HHs • HHs with at least one child in the age group 0-23 months were eligible for selection • Children in the 0-23 month age group were considered as opposed to the 12-23 used in other immunization surveys • Selection of health facilities was linked to the sampled clusters – Sub-centres – Planning units 13
  • 14. Survey Implementation • Ethics approval for the study was obtained from the IEC of PHFI • Data collection for INCHIS was conducted by the field agency Nielsen India Pvt. Ltd. – Public Development & Sustainability unit • Pen and paper interviewing (PAPI) method was used to collect data • Data collection involved two key components: 1) houselisting of selected clusters and 2) administering the household and health facility survey questionnaires to selected household and health facilities 14
  • 15. Descriptive analysis using survey weights • INCHIS adopts a three-stage stratified sampling design which leads to unequal selection probabilities of ultimate sampling units • If individuals in certain subgroups are sampled at a lower rate than individuals in other subgroups, then their data can be thought to represent more individuals in the population – Otherwise, any estimation based on the sample may be biased • Survey weights incorporate differential selection probabilities as well as adjustments for nonresponse and incomplete sampling frame and/or mismatch between sampling and population distributions through poststratification 15
  • 16. Discussion • Coverage error and measurement errors contribute to the non-sampling error of survey estimates which is hard to quantify • Their magnitude can be controlled through a well-designed and executed survey • In the absence of readily available sampling frame of HHs, a separate houselisting exercise was carried out for implementing a probability sampling for HH selection • This procedure guaranteed that each HH had a positive probability of being selected and reduced coverage bias that could have arisen from incomplete sampling frame 16
  • 17. Minimizing selection bias • Upon receiving houselisting data in electronic format from Nielsen, the INCHIS team did the selection of HHs for all sampled clusters and shared with Nielsen for conducting the main survey • This back and forth between Nielsen and ITSU minimizes selection bias and prevents from adopting convenient sampling in the field 17
  • 18. Minimizing measurement errors • To define vaccination coverage rate, we combined information from vaccination card (if available) and mother’s recall in order to reduce instances of misclassification • In the absence of valid date in the card, the rationale behind going back to recall is that card may also be incomplete 18
  • 19. • Acknowledgement: INCHIS team Thank You! Questions/Comments 19