Spatio-Temporal Assessment of Infant Mortality Rate in India

被引:7
|
作者
Puranik, Amitha [1 ]
Binu, V. S. [1 ]
Biju, Seena [2 ]
Subba, Sonu H. [3 ]
机构
[1] Manipal Acad Higher Educ, Prasanna Sch Publ Hlth, Dept Stat, Manipal, Karnataka, India
[2] TA Pai Management Inst, Dept Operat Management, Manipal, Karnataka, India
[3] All India Inst Med Sci, Dept Community & Family Med, Bhubaneswar, Odisha, India
关键词
India; infant mortality; local indicators of spatial association; Moran's I; spatial regression model; Spatio-Temporal;
D O I
10.4103/ijph.IJPH_356_16
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Infant mortality rate (IMR) is globally identified by the policymakers as the marker of health of a population. Objectives: This study aimed to detect the change in hotspots of IMR in Indian states from the year 2000 to 2012, identify hotspots of IMR at district level in selected states from each of the six regions of India and determine the potential predictors of IMR after accounting for spatial autocorrelation. Methods: Ecological study design was used to analyze state and district level data on IMR of India. For the first objective, the data were obtained from Sample Registration System. For the second objective, we classified India into six regions and selected a state in each region that had the highest IMR. The district level data on IMR and potential predictors were obtained from surveys, namely, Annual Health Survey, District Level Household and Facility Survey and Census. Spatio-temporal hotspots of IMR were examined using local indicators of spatial association statistic. Spatial regression was used to identify the potential predictors of IMR after accounting for spatial autocorrelation. Results: Temporal hotspots of IMR were found in the central part of India. Spatial hotspots were identified in districts of Uttar Pradesh. A negative association of IMR existed with female literacy rate, mothers receiving antenatal checkup (%), and people living in urban areas (%). Conclusion: IMR continues to be a problem in the states that have previously shown to be poor performing. Certain districts within these states need emphasis for focused activities.
引用
收藏
页码:32 / 38
页数:7
相关论文
共 50 条
  • [31] A spatio-temporal index for heat vulnerability assessment
    Suzanne E. Kershaw
    Andrew A. Millward
    Environmental Monitoring and Assessment, 2012, 184 : 7329 - 7342
  • [32] A spatio-temporal index for heat vulnerability assessment
    Kershaw, Suzanne E.
    Millward, Andrew A.
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2012, 184 (12) : 7329 - 7342
  • [33] Spatio-temporal patterns of under 5 mortality in Nigeria
    Ayoade, Modupe Alake
    SSM-POPULATION HEALTH, 2018, 6 : 116 - 124
  • [34] An Integrated Perspective on Spatio-Temporal Attention and Infant Language Acquisition
    Russo, Sofia
    Calignano, Giulia
    Dispaldro, Marco
    Valenza, Eloisa
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (04) : 1 - 20
  • [35] Spatio-temporal modeling of sudden infant death syndrome data
    Zhuang, Lili
    Cressie, Noel
    STATISTICAL METHODOLOGY, 2012, 9 (1-2) : 117 - 143
  • [36] Spatio-Temporal Prediction of Suspect Location by Spatio-Temporal Semantics
    Duan L.
    Hu T.
    Zhu X.
    Ye X.
    Wang S.
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2019, 44 (05): : 765 - 770
  • [37] Spatio-Temporal Video Processing for Respiratory Rate Estimation
    Alinovi, Davide
    Cattani, Luca
    Ferrari, Gianluigi
    Pisani, Francesco
    Raheli, Riccardo
    2015 IEEE INTERNATIONAL SYMPOSIUM ON MEDICAL MEASUREMENTS AND APPLICATIONS (MEMEA) PROCEEDINGS, 2015, : 12 - 17
  • [38] Spatio-temporal rate allocation for hybrid video coding
    Beermann, M
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3, 2003, 5150 : 222 - 230
  • [39] Spatio-temporal autoregressive models for US unemployment rate
    de Luna, X
    Genton, MG
    SPATIAL AND SPATIOTEMPORAL ECONOMETRICS, 2004, 18 : 279 - 294
  • [40] Spatio-temporal assessment of multi-scalar meteorological and hydrological droughts over Bundelkhand, India
    Patidar, Ruchir
    Pingale, Santosh Murlidhar
    Khare, Deepak
    Dayal, Deen
    PHYSICS AND CHEMISTRY OF THE EARTH, 2024, 136