/nfhs-india

Scraped and compiled data from India's National Family Health Survey 4 (2015-16) at the district-level.

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NFHS India district dataset

From the NFHS website:

The National Family Health Survey (NFHS) is a large-scale, multi-round survey conducted in a representative sample of households throughout India. Three rounds of the survey have been conducted since the first survey in 1992-93. The survey provides state and national information for India on fertility, infant and child mortality, the practice of family planning, maternal and child health, reproductive health, nutrition, anaemia, utilization and quality of health and family planning services. Each successive round of the NFHS has had two specific goals: a) to provide essential data on health and family welfare needed by the Ministry of Health and Family Welfare and other agencies for policy and programme purposes, and b) to provide information on important emerging health and family welfare issues.

The NFHS-4 contains extremely valuable information to health and economics researchers in India, but it is very difficult to access: NFHS statistics are published only as PDF reports, which are extremely inconvenient for data analysis. To solve this, I scraped every NFHS-4 district factsheet and cleaned the resulting data dump into a single dataset with one row for each of 637 districts, and one column for each of the 93 questions in the NFHS-4.

Data Dictionary

The repository contains a CSV data dictionary, district_data_dict.csv. This data dictionary is also reproduced below, following the order of questions on the NFHS-4 survey. More detail can be found in any NFHS district factsheet, such as this one.

Variable Meaning
district District name
district_num District number
state_code State code
pct_female_ever_school 1. Population (female) age 6 years and above who ever attended school (%)
pct_below_15 2. Population below age 15 years (%)
sex_ratio 3. Sex ratio of the total population (females per 1,000 males)
sex_ratio_5years 4. Sex ratio at birth for children born in the last five years (females per 1,000 males)
pct_kids_u5_registered_birth 5. Children under age 5 years whose birth was registered (%)
pct_hh_electrified 6. Households with electricity (%)
pct_hh_clean_water 7. Households with an improved drinking-water source1 (%)
pct_hh_sanitation 8. Households using improved sanitation facility2 (%)
pct_hh_clean_fuel 9. Households using clean fuel for cooking3 (%)
pct_hh_iodized_salt 10. Households using iodized salt (%)
pct_has_insurance 11. Households with any usual member covered by a health scheme or health insurance (%)
pct_literate_women 12. Women who are literate (%)
pct_literate_men 13. Men who are literate (%)
pct_women_10yrs_school 14. Women with 10 or more years of schooling (%)
pct_young_women_married_pre18 15. Women age 20-24 years married before age 18 years (%)
pct_young_men_married_pre21 16. Men age 25-29 years married before age 21 years (%)
pct_teen_women_mothers 17. Women age 15-19 years who were already mothers or pregnant at the time of the survey (%)
pct_any_contraception 18. Using any method of family planning (%)
pct_modern_contraception 19. Using any modern method of family planning (%)
pct_fem_sterilization 20. Using female sterilization (%)
pct_male_sterilization 21. Using male sterilization (%)
pct_using_iud 22. Using IUD/PPIUD (%)
pct_using_pill 23. Using pill (%)
pct_using_condoms 24. Using condom (%)
pct_unmet_need_contraception 25. Total unmet need (%)
pct_unmet_need_spacing 26. Unmet need for spacing (%)
pct_health_worker_spoke_contra 27. Health worker ever talked to female non-users about family planning (%)
pct_users_told_side_effects 28. Current users ever told about side effects of current method of family planning (%)
pct_moms_1trimester_checkup 29. Mothers who had antenatal check-up in the first trimester (%)
pct_mothers_4_antenatal_visits 30. Mothers who had at least 4 antenatal care visits (%)
pct_moms_prev_tetanus 31. Mothers whose last birth was protected against neonatal tetanus (%)
pct_moms_folic_acid 32. Mothers who consumed iron folic acid for 100 days or more when they were pregnant (%)
pct_moms_full_antenatal 33. Mothers who had full antenatal care8 (%)
pct_moms_mcp_card 34. Registered pregnancies for which the mother received Mother and Child Protection (MCP) card (%)
pct_moms_postnatal 35. Mothers who received postnatal care from a doctor/nurse/LHV/ANM/midwife/other health personnel within 2 days of delivery (%)
pct_moms_fin_assistance 36. Mothers who received financial assistance under Janani Suraksha Yojana (JSY) for births delivered in an institution (%)
pocket_expense_birth 37. Average out-of-pocket expenditure per delivery in public health facility (Rs.)
pct_home_births_taken_facility 38. Children born at home who were taken to a health facility for check-up within 24 hours of birth (%)
pct_births_checkup_2days 39. Children who received a health check after birth from a doctor/nurse/LHV/ANM/midwife/other health personnel within 2 days of birth (%)
pct_institutional_births 40. Institutional births (%)
pct_institutional_births_public 41. Institutional births in public facility (%)
pct_home_delivery_skilled_personnel 42. Home delivery conducted by skilled health personnel (out of total deliveries) (%)
pct_births_assisted 43. Births assisted by a doctor/nurse/LHV/ANM/other health personnel (%)
pct_births_csection 44. Births delivered by caesarean section (%)
pct_births_private_csection 45. Births in a private health facility delivered by caesarean section (%)
pct_births_public_csection 46. Births in a public health facility delivered by caesarean section (%)
pct_kids_fully_immunized 47. Children age 12-23 months fully immunized (BCG, measles, and 3 doses each of polio and DPT) (%)
pct_kids_bcg 48. Children age 12-23 months who have received BCG (%)
pct_kids_polio_vacc 49. Children age 12-23 months who have received 3 doses of polio vaccine (%)
pct_kids_dpt 50. Children age 12-23 months who have received 3 doses of DPT vaccine (%)
pct_kids_measles_vacc 51. Children age 12-23 months who have received measles vaccine (%)
pct_kids_hep_vacc 52. Children age 12-23 months who have received 3 doses of Hepatitis B vaccine (%)
pct_kids_vitamin_a 53. Children age 9-59 months who received a vitamin A dose in last 6 months (%)
pct_kids_vacc_public 54. Children age 12-23 months who received most of the vaccinations in public health facility (%)
pct_kids_vacc_private 55. Children age 12-23 months who received most of the vaccinations in private health facility (%)
pct_diarrhea_2weeks 56. Prevalence of diarrhoea (reported) in the last 2 weeks preceding the survey (%)
pct_kids_diarrhea_ors 57. Children with diarrhoea in the last 2 weeks who received oral rehydration salts (ORS) (%)
pct_kids_diarrhea_zinc 58. Children with diarrhoea in the last 2 weeks who received zinc (%)
pct_kids_diarrhea_facility 59. Children with diarrhoea in the last 2 weeks taken to a health facility (%)
pct_kids_ari 60. Prevalence of symptoms of acute respiratory infection (ARI) in the last 2 weeks preceding the survey (%)
pct_kids_ari_facility 61. Children with fever or symptoms of ARI in the last 2 weeks preceding the survey taken to a health facility (%)
pct_kids_breastfed 62. Children under age 3 years breastfed within one hour of birth9 (%)
pct_kids_only_breastfed 63. Children under age 6 months exclusively breastfed10 (%)
pct_kids_food_breastmilk 64. Children age 6-8 months receiving solid or semi-solid food and breastmilk10 (%)
pct_breastfed_adeq_diet 65. Breastfeeding children age 6-23 months receiving an adequate diet10,11 (%)
pct_nonbreastfed_adeq_diet 66. Non-breastfeeding children age 6-23 months receiving an adequate diet10,11 (%)
pct_kids_adeq_diet 67. Total children age 6-23 months receiving an adequate diet10,11 (%)
pct_kids_stunted 68. Children under 5 years who are stunted (height-for-age)12 (%)
pct_kids_wasted 69. Children under 5 years who are wasted (weight-for-height)12 (%)
pct_kids_severely_wasted 70. Children under 5 years who are severely wasted (weight-for-height)13 (%)
pct_kids_underweight 71. Children under 5 years who are underweight (weight-for-age)12 (%)
pct_women_underweight 72. Women whose Body Mass Index (BMI) is below normal (BMI < 18.5 kg/m2)14 (%)
pct_men_underweight 73. Men whose Body Mass Index (BMI) is below normal (BMI < 18.5 kg/m2) (%)
pct_women_overweight 74. Women who are overweight or obese (BMI ≥ 25.0 kg/m2)14 (%)
pct_men_overweight 75. Men who are overweight or obese (BMI ≥ 25.0 kg/m2) (%)
pct_kids_anaemic 76. Children age 6-59 months who are anaemic (<11.0 g/dl) (%)
pct_nonpreg_women_anaemic 77. Non-pregnant women age 15-49 years who are anaemic (<12.0 g/dl) (%)
pct_preg_women_anaemic 78. Pregnant women age 15-49 years who are anaemic (<11.0 g/dl) (%)
pct_women_anaemic 79. All women age 15-49 years who are anaemic (%)
pct_men_anaemic 80. Men age 15-49 years who are anaemic (<13.0 g/dl) (%)
pct_women_high_sugar 81. Women age 15-49 years with high blood sugar level (>140 mg/dl) (%)
pct_women_very_high_sugar 82. Women age 15-49 years with very high blood sugar level (>160 mg/dl) (%)
pct_men_high_sugar 83. Men age 15-49 years with high blood sugar level (>140 mg/dl) (%)
pct_men_very_high_sugar 84. Men age 15-49 years with very high blood sugar level (>160 mg/dl) (%)
pct_women_medium_bp 85. Women age 15-49 years with blood pressure slightly above normal (Systolic 140-159 mm of Hg and/or Diastolic 90-99 mm of Hg) (%)
pct_women_high_bp 86. Women age 15-49 years with moderately high blood pressure (Systolic 160-179 mm of Hg and/or Diastolic 100-109 mm of Hg) (%)
pct_women_very_high_bp 87. Women age 15-49 years with very high blood pressure (Systolic ≥180 mm of Hg and/or Diastolic ≥110 mm of Hg) (%)
pct_men_medium_bp 88. Men age 15-49 years with blood pressure slightly above normal (Systolic 140-159 mm of Hg and/or Diastolic 90-99 mm of Hg) (%)
pct_men_high_bp 89. Men age 15-49 years with moderately high blood pressure (Systolic 160-179 mm of Hg and/or Diastolic 100-109 mm of Hg) (%)
pct_men_very_high_bp 90. Men age 15-49 years with very high blood pressure (Systolic ≥180 mm of Hg and/or Diastolic ≥110 mm of Hg) (%)
pct_women_cervix_exam 91. Women age 15-49 years who have ever undergone cervix exam (%)
pct_women_breast_exam 92. Women age 15-49 years who have ever undergone breast exam (%)
pct_women_oral_exam 93. Women age 15-49 years who have ever undergone oral cavity exam (%)