Validation of cause-of-death statistics in urban China
Abstract
BACKGROUND: National vital registration systems are the principal source of cause specific mortality statistics, and require periodic validation to guide use of their outputs for health policy and programme purposes, and epidemiological research. We report results from a validation of cause of death statistics from health facilities in urban China. METHODS: 2917 deaths from health facilities located in six cities in China constituted the study sample. A reference diagnosis of the underlying cause was derived for each death, based on expert review of available medical records, and compared with that filed at registration. Sensitivity, specificity and positive predictive value were computed for specific causes/cause categories according to the International Classification of Diseases (ICD), including analyses based on quality of evidence scores for each cause. Patterns of misclassification by the registration system were studied for individual causes of death. RESULTS: The registration system had good sensitivity in diagnosing cerebrovascular disease and several site specific cancers (lung, liver, stomach, colorectal, breast and pancreas). Sensitivity was average (50-75%) for some major causes of adult death in China, namely ischaemic heart disease (IHD), chronic obstructive lung disease (COPD), diabetes, and liver and kidney diseases, with compensatory misclassification patterns observed between several of them. Sensitivity was particularly low for hypertensive disease. CONCLUSIONS: Although diagnostic misclassification is not uncommon in urban death registration data, they appear to balance each other at the population level. Compensating misclassification errors suggest that caution is required when drawing conclusions about particular chronic causes of adult death in China. Investment is required to improve the quality of cause attribution for health facility deaths, and to assess the validity of cause attribution for home deaths. Periodic assessments of the quality of cause of death statistics will enhance their usability for health policy and epidemiological research.
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Extensive misclassification of deaths in hospitals by physicians, especially in developing countries, has been widely documented.
“Extensive misclassification of deaths in hospitals by physicians, especially in developing countries, has been widely documented [88–90].”
From Liver cirrhosis mortality in 187 countries between 1980 and 2010: a systematic analysis (2014) · cites this paper as [88]
Cites
(1996) · Cited by 6,884 · see citing works
(2005) · Europe PMC (PubMed Central) · Cited by 1,975 · see citing works
Self-citationBulletin of the World Health Organization
Rennie, S., & Behets, F. (2006) · Bulletin of the World Health Organization · doi:10.2471/blt.00.00000 · Cited by 1,602 · see citing works
Changes in Rates of Autopsy-Detected Diagnostic Errors Over Time
Shojania, K. G., Burton, E. C., McDonald, K. M., & Goldman, L. (2003) · JAMA · doi:10.1001/jama.289.21.2849 · Cited by 705 · see citing works
Mortality registration and surveillance in China: History, current situation and challenges
Yang, G., Hu, J., Rao, K. Q., Ma, J., Rao, C., & López, A. D. (2005) · Population Health Metrics · doi:10.1186/1478-7954-3-3 · Cited by 341 · see citing works
Self-citationJohansson, L. A. (2000) · International Journal of Epidemiology · doi:10.1093/ije/29.3.495 · Cited by 277 · see citing works
Lahti, R. A., & Penttilä, A. (2001) · Forensic Science International · doi:10.1016/s0379-0738(00)00300-5 · Cited by 253 · see citing works
British Thoracic Society Guidelines for the Management of Community Acquired Pneumonia in Childhood.
(2002) · Europe PMC (PubMed Central) · doi:10.1136/thorax.57.90001.i1 · Cited by 211 · see citing works
Epidemiological approaches to the study of cancer and other chronic diseases
Haenszel, W. M. (1966) · Medical Entomology and Zoology · Cited by 169 · see citing works
Gittelsohn, A. M., & Senning, J. H. (1979) · American Journal of Public Health · doi:10.2105/ajph.69.7.680 · Cited by 146 · see citing works
Accuracy of Cause of Death Determination Without Forensic Autopsy Examination
Nashelsky, M. B., & Lawrence, C. H. (2003) · American Journal of Forensic Medicine & Pathology · doi:10.1097/01.paf.0000097857.50734.c3 · Cited by 127 · see citing works
Comparing hospital discharge records with death certificates: Can the differences be explained?
Johansson, L. A., & Westerling, R. (2002) · Journal of Epidemiology & Community Health · doi:10.1136/jech.56.4.301 · Cited by 125 · see citing works
Cardiovascular Health Center in New York
James, G. (1955) · Public Health Reports (1896-1970) · doi:10.2307/4589016 · Cited by 119 · see citing works
Accuracy of diagnosis on death certificates compared with that in hospital records.
Alderson, M., & Meade, T. W. (1967) · Journal of Epidemiology & Community Health · doi:10.1136/jech.21.1.22 · Cited by 100 · see citing works
Evaluating national cause-of-death statistics: principles and application to the case of China.
Rao, C., López, A. D., Yang, G., Begg, S. J., & Ma, J. (2005) · Europe PMC (PubMed Central) · Cited by 97 · see citing works
Self-citationInquiry Into Diagnostic Evidence Supporting Medical Certifications of Death
Moriyama, I. M., Baum, W. S., Haenszel, W. M., & Mattison, B. F. (1958) · American Journal of Public Health and the Nations Health · doi:10.2105/ajph.48.10.1376 · Cited by 88 · see citing works
BRITISH JOURNAL OF PREVENTIVE & SOCIAL MEDICINE
(1976) · International Journal of Epidemiology · doi:10.1093/ije/5.3.311 · Cited by 70 · see citing works
The recent history of the autopsy.
Rb, H., & Re, A. (1996) · PubMed · Cited by 59 · see citing works
Evaluation of the quality of cause of death statistics in rural China using verbal autopsies
Wang, L., Yang, G., Jiemin, M., Rao, C., Wan, X., Dubrovsky, G., & López, A. D. (2007) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2005.043927 · Cited by 54 · see citing works
Self-citation(1987) · JAMA · doi:10.1001/jama.1987.03400030080037 · Cited by 48 · see citing works
Winthereik, B. R. (2003) · Methods of Information in Medicine · doi:10.1055/s-0038-1634244 · Cited by 40 · see citing works
NATIONWIDE CEREBROVASCULAR DISEASE MORTALITY STUDY
Kuller, L. H., BOLKER, A., Saslaw, M. S., Paegel, B. L., Sisk, C., Borhani, N. O., Wray, J. A., Anderson, H., PETERSON, D., Winkelstein, W., et al. (1969) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a121100 · Cited by 40 · see citing works
The accuracy of cancer diagnosis on death certificates
Barclay, T. H. C., & Phillips, A. J. (1962) · Cancer · doi:10.1002/1097-0142(196201/02)15:1 · Cited by 36 · see citing works
Moriyama, I. M., Dawber, T. R., & Kannel, W. B. (1966) · PubMed · Cited by 33 · see citing works
Review of death certificate diagnosis of coronary heart disease and heart failure in Japan.
Saito, I. (2004) · PubMed · Cited by 22 · see citing works
NATIONWIDE CEREBROVASCULAR DISEASE MORTALITY STUDY
Kuller, L. H., BOLKER, A., Saslaw, M. S., Paegel, B. L., Sisk, C., Borhani, N. O., Wray, J. A., Anderson, H., PETERSON, D., Winkelstein, W., et al. (1969) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a121101 · Cited by 19 · see citing works
Goldacre, M. J., Duncan, M., Cook, P. J., & Griffith, M. (2004) · Journal of Public Health · doi:10.1093/pubmed/fdh099 · Cited by 13 · see citing works
The "Dreadful Visitation": public health and public awareness in seventeenth-century London.
Greenberg, S. J. (1997) · PubMed · Cited by 12 · see citing works
[Validation of causes of death by age].
Håheim, L. (1999) · PubMed · Cited by 8 · see citing works
Death certificates and tuberculosis register cards. A correlation study of 108 cases.
Khoury, S. (1971) · PubMed · doi:10.1164/arrd.1971.104.6.936 · Cited by 3 · see citing works
[Autopsy practised in modern China].
Cao, L. (1994) · PubMed · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Liver cirrhosis mortality in 187 countries between 1980 and 2010: a systematic analysis
Mokdad, A. A., Lopez, A. D., Shahraz, S., Lozano, R., Mokdad, A. H., Stanaway, J., Murray, C. J., & Naghavi, M. (2014) · BMC Medicine · doi:10.1186/s12916-014-0145-y · Cited by 1,129 · see citing works
Mikkelsen, L., Phillips, D. E., AbouZahr, C., Setel, P., de Savigny, D., Lozano, R., & López, A. D. (2015) · The Lancet · doi:10.1016/s0140-6736(15)60171-4 · Cited by 624 · see citing works
Pagidipati, N. J., & Gaziano, T. A. (2013) · Circulation · doi:10.1161/circulationaha.112.128413 · Cited by 504 · see citing works
Emergence of chronic non-communicable diseases in China
Yang, G., Kong, L., Zhao, W., Wan, X., Zhai, Y., Chen, L.-C., & Koplan, J. P. (2008) · The Lancet · doi:10.1016/s0140-6736(08)61366-5 · Cited by 501 · see citing works
Self-citationValidity of diagnostic codes for acute stroke in administrative databases: a systematic review.
McCormick, N., Bhole, V., Lacaille, D., & Avina-Zubieta, J. A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0135834 · Cited by 414 · see citing works
Chen, Y., Copeland, W. K., Vedanthan, R., Grant, E., Lee, J. E., Gu, D., Gupta, P. C., Ramadas, K., Inoue, M., Tsugane, S., et al. (2013) · BMJ · doi:10.1136/bmj.f5446 · Cited by 299 · see citing works
Self-citationPremature deaths attributable to blood pressure in China: a prospective cohort study
He, J., Gu, D., Chen, J., Wu, X., Kelly, T. N., Huang, J.-F., Chen, J.-C., Chen, C.-S., Bazzano, L., Reynolds, K., et al. (2009) · The Lancet · doi:10.1016/s0140-6736(09)61199-5 · Cited by 250 · see citing works
Zhang, X., Shu, X., Xiang, Y., Yang, G., Li, H., Gao, J., Cai, H., Gao, Y., & Zheng, W. (2011) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.110.009340 · Cited by 193 · see citing works
Self-citationPhillips, D. E., Lozano, R., Naghavi, M., Atkinson, C., González-Medina, D., Mikkelsen, L., Murray, C. J. L., & López, A. D. (2014) · Population Health Metrics · doi:10.1186/1478-7954-12-14 · Cited by 160 · see citing works
Influenza-associated mortality in temperate and subtropical Chinese cities, 2003–2008
Feng, S., Shay, D. K., Jiang, Y., Zhou, H., Chen, X., Zheng, Y., Jiang, L., Zhang, Q., Lin, H. D., Wang, S., et al. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.11.096958 · Cited by 159 · see citing works
López-Campos, J. L., Ruíz-Ramos, M., & Soriano, J. B. (2013) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(13)70232-7 · Cited by 148 · see citing works
Modifying effect of calcium/magnesium intake ratio and mortality: a population-based cohort study
Dai, Q., Shu, X., Deng, X., Xiang, Y.-B., Li, H., Yang, G., Shrubsole, M. J., Ji, B., Cai, H., Chow, W., et al. (2013) · BMJ Open · doi:10.1136/bmjopen-2012-002111 · Cited by 133 · see citing works
Self-citationGallagher, L. G., Davis, L. B., Ray, R. M., Psaty, B. M., Gao, D. L., Checkoway, H., & Thomas, D. B. (2011) · International Journal of Epidemiology · doi:10.1093/ije/dyr134 · Cited by 121 · see citing works
Estimated causes of death in Thailand, 2005: implications for health policy
Porapakkham, Y., Rao, C., Pattaraarchachai, J., Polprasert, W., Vos, T., Adair, T., & López, A. D. (2010) · Population Health Metrics · doi:10.1186/1478-7954-8-14 · Cited by 121 · see citing works
Self-citationValidation of the Symptom Pattern Method for Analyzing Verbal Autopsy Data
Murray, C. J. L., López, A. D., Feehan, D. M., Peter, S. T., & Yang, G. (2007) · PLoS Medicine · doi:10.1371/journal.pmed.0040327 · Cited by 99 · see citing works
Self-citationRampatige, R., Mikkelsen, L., Hernandez, B., Riley, I., & Lopez, A. D. (2014) · Bulletin of the World Health Organization · doi:10.2471/blt.14.137935 · Cited by 98 · see citing works
Alpérovitch, A., Bertrand, M., Jougla, É., Vidal, J., Ducimetière, P., Helmer, C., Ritchie, K. A., Pavillon, G., & Tzourio, C. (2009) · European Journal of Epidemiology · doi:10.1007/s10654-009-9383-2 · Cited by 84 · see citing works
Luo, Q., Li, S., Guo, Y., Han, X., & Jaakkola, J. J. K. (2019) · Environmental Research · doi:10.1016/j.envres.2019.03.044 · Cited by 74 · see citing works
Verifying causes of death in Thailand: rationale and methods for empirical investigation
Rao, C., Porapakkham, Y., Pattaraarchachai, J., Polprasert, W., Swampunyalert, N., & López, A. D. (2010) · Population Health Metrics · doi:10.1186/1478-7954-8-11 · Cited by 70 · see citing works
Self-citationKhosravi, A. (2008) · Bulletin of the World Health Organization · doi:10.2471/blt.07.046532 · Cited by 69 · see citing works
Pattaraarchachai, J., Rao, C., Polprasert, W., Porapakkham, Y., Pao-in, W., Singwerathum, N., & Lopez, A. D. (2010) · Population Health Metrics · doi:10.1186/1478-7954-8-12 · Cited by 64 · see citing works
Self-citationValidación de la causa básica de defunción en las muertes que requieren intervención medicolegal
Gotsens, M., Marí-Dell’Olmo, M., Rodríguez‐Sanz, M., Martos, D., Espelt, A., Pérez, G., Pérez, K., Brugal, M. T., Barbería, E., & Borrell, C. (2011) · Revista Española de Salud Pública · doi:10.1590/s1135-57272011000200005 · Cited by 59 · see citing works
Evaluation of the quality of cause of death statistics in rural China using verbal autopsies
Wang, L., Yang, G., Jiemin, M., Rao, C., Wan, X., Dubrovsky, G., & López, A. D. (2007) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2005.043927 · Cited by 54 · see citing works
Self-citationHoa, N. P., Rao, C., Hoy, D. G., Hinh, N. D., Chúc, N. T. K., & Ngo, A. D. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.11.100750 · Cited by 51 · see citing works
Self-citationPark, S. C., Kim, D. W., Park, E., Shin, C. S., Rhee, C. K., Kang, Y. A., & Kim, Y. S. (2019) · The Korean Journal of Internal Medicine · doi:10.3904/kjim.2017.428 · Cited by 48 · see citing works
Validation study of cause of death statistics in Cape Town, South Africa, found poor agreement
Burger, E. H., Groenewald, P., Bradshaw, D., Ward, A. M., Yudkin, P. L., & Volmink, J. A. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2011.08.007 · Cited by 44 · see citing works
Childhood and adult mortality from unintentional falls in India
Jagnoor, J., Suraweera, W., Keay, L. J., Ivers, R., Thakur, J., Gururaj, G., & Jha, P. (2011) · Bulletin of the World Health Organization · doi:10.2471/blt.11.086306 · Cited by 42 · see citing works
Habib, N., Abbasi, S.-R. S., & Aziz, W. (2020) · Anemia · doi:10.1155/2020/1628357 · Cited by 39 · see citing works
Rampatige, R., Gamage, S., Peiris, S. L., & López, A. D. (2013) · Health Information Management Journal · doi:10.1177/183335831304200302 · Cited by 35 · see citing works
Nutrition deficiency increases the risk of stomach cancer mortality
Li, Q. D., Li, H., Li, F. J., Wang, M. S., Li, Z. J., Han, J., Li, Q. H., Ma, X. J., & Wang, D. N. (2012) · BMC Cancer · doi:10.1186/1471-2407-12-315 · Cited by 35 · see citing works
Khalili, D., Mosavi-Jarrahi, A., Eskandari, F., Mousavi-Jarrahi, Y., Hadaegh, F., Mohagheghi, M. A., & Azizi, F. (2012) · PLoS ONE · doi:10.1371/journal.pone.0031427 · Cited by 29 · see citing works
Hospital cause-of-death statistics: what should we make of them?
Rampatige, R., Mikkelsen, L., Hernández, B., Riley, I. D., & López, A. D. (2013) · Bulletin of the World Health Organization · doi:10.2471/blt.13.134106 · Cited by 28 · see citing works
Wan, X., Ren, H., Ma, E., & Yang, G. (2017) · BMC Public Health · doi:10.1186/s12889-017-4558-3 · Cited by 26 · see citing works
Self-citationZhang, Y. S., Hu, P., Strauss, J. A., Zhao, Y., Wang, Y., & Crimmins, E. M. (2020) · Global Health Action · doi:10.1080/16549716.2020.1768502 · Cited by 24 · see citing works
Rao, C., Soemantri, S., Djaja, S., Suhardi, Adair, T., Wiryawan, Y., Pangaribuan, L., Irianto, J., Kosen, S., & López, A. D. (2010) · BMC Research Notes · doi:10.1186/1756-0500-3-325 · Cited by 24 · see citing works
Self-citationHong, T. T., Hoa, N. P., Walker, S., Hill, P., & Rao, C. (2018) · PLoS ONE · doi:10.1371/journal.pone.0190755 · Cited by 24 · see citing works
Self-citationLi, Z., Shen, Q., Wang, J., Tuo, J., Tan, Y., Li, H., & Xiang, Y. (2024) · EBioMedicine · doi:10.1016/j.ebiom.2024.104990 · Cited by 23 · see citing works
Hospital mortality statistics in Tanzania: availability, accessibility, and quality 2006–2015
Mremi, I. R., Rumisha, S. F., Chiduo, M. G., Mangu, C. D., Mkwashapi, D. M., Kishamawe, C., Lyimo, E. P., Massawe, I. S., Matemba, L. E., Bwana, V. M., et al. (2018) · Population Health Metrics · doi:10.1186/s12963-018-0175-3 · Cited by 22 · see citing works
Validation of verbal autopsy methods using hospital medical records: a case study in Vietnam
Tran, H. T., Nguyen, H. P., Walker, S., Hill, P., & Rao, C. (2018) · BMC Medical Research Methodology · doi:10.1186/s12874-018-0497-7 · Cited by 21 · see citing works
Self-citationZhang, X., Shu, X.-O., Chow, W.-H., Yang, G., Li, H., Gao, J., Yt, G., & Zheng, W. (2008) · International Journal of Obesity · doi:10.1038/ijo.2008.63 · Cited by 21 · see citing works
Self-citationWan, X., Zhou, M., Zhuang, T., Ding, D., & Yang, G. (2011) · Population Health Metrics · doi:10.1186/1478-7954-9-37 · Cited by 20 · see citing works
Self-citationElements of a strategic approach for strengthening national mortality statistics programmes
Rao, C. (2019) · BMJ Global Health · doi:10.1136/bmjgh-2019-001810 · Cited by 19 · see citing works
Self-citationGallagher, L. G., Ray, R. M., Li, W., Psaty, B. M., Gao, D. L., Thomas, D. B., & Checkoway, H. (2012) · American Journal of Industrial Medicine · doi:10.1002/ajim.22113 · Cited by 19 · see citing works
La calidad de certificación de la mortalidad en Colombia, 2002-2006
Cendales, R., & Pardo, C. (2011) · Revista de Salud Pública · doi:10.1590/s0124-00642011000200005 · Cited by 16 · see citing works
Li, Z., Tan, Y., Wang, J., Fang, J., Liu, D., Li, H., & Xiang, Y. (2022) · Cancer Epidemiology · doi:10.1016/j.canep.2021.102091 · Cited by 16 · see citing works
Cui, L., Gallagher, L. G., Ray, R. M., Li, W., Gao, D., Zhang, Y., Vedal, S., Thomas, D. B., & Checkoway, H. (2011) · Occupational and Environmental Medicine · doi:10.1136/oem.2010.062034 · Cited by 15 · see citing works
Gjesdal, G., Lundgren, J., Czuba, T., Wareham, N. E., Gustafsson, F., Nilsson, J., Smith, J. G., & Braun, O. Ö. (2022) · Clinical Transplantation · doi:10.1111/ctr.14756 · Cited by 12 · see citing works
Trends in the major causes of death in China, 1982-2010
Lian, Z., Xie, Y., Lu, Y., Huang, D., & Shi, H. (2014) · Chinese Medical Journal · doi:10.3760/cma.j.issn.0366-6999.20131054 · Cited by 12 · see citing works
Demographic and regional characteristics of road traffic injury deaths in Jiangsu Province, China
Ding, Y., Zhou, J., Yang, J., & Laflamme, L. (2016) · Journal of Public Health · doi:10.1093/pubmed/fdw058 · Cited by 12 · see citing works
Tuo, J., Li, H., Wang, J., Fang, J., Tan, Y., & Xiang, Y. (2022) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1055-9965.epi-22-0439 · Cited by 11 · see citing works
RetractedKlijs, B., Nusselder, W. J., & Mackenbach, J. P. (2013) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2013.07.017 · Cited by 12 · see citing works
Singh, K., Chander, G., Lau, B. M., Edwards, J. K., Moore, R. D., & Lesko, C. R. (2019) · AIDS and Behavior · doi:10.1007/s10461-019-02497-6 · Cited by 11 · see citing works
Daniels, A., Muloiwa, R., Myer, L., & Buys, H. (2021) · South African Medical Journal · doi:10.7196/samj.2021.v111i2.14686 · Cited by 11 · see citing works
Li, Z., Li, H., Ji, X., Shen, Q., Wang, J., Tan, Y., & Xiang, Y. (2021) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1055-9965.epi-20-1610 · Cited by 10 · see citing works
Danilova, I., Rau, R., Barbiéri, M., Grigoriev, P., Jdanov, D. A., Meslé, F., Vallin, J., & Школьников, В. М. (2022) · Population (English Edition) · doi:10.3917/popu.2104.0693 · Cited by 10 · see citing works
Death certification in England must evolve (Considering current technology)
Martin, P. M. (2019) · Journal of Forensic and Legal Medicine · doi:10.1016/j.jflm.2019.101882 · Cited by 10 · see citing works
Analysing China's Population: Social Change in a New Demographic Era
(2014) · INED Population Studies · doi:10.1007/978-94-017-8987-5 · Cited by 17 · see citing works
Li, Z., Tan, Y., Liu, D., Gao, L., Li, H., & Xiang, Y. (2022) · International Journal of Cancer · doi:10.1002/ijc.34310 · Cited by 9 · see citing works
Li, Q., Guo, J., Cao, X., Yuan, X., Rao, K., Zheng, Z., Liu, Z., & Hu, S. (2015) · Chronic Diseases and Translational Medicine · doi:10.1016/j.cdtm.2015.06.006 · Cited by 9 · see citing works
Zhao, J., Tu, E. J., & Law, C.-K. (2017) · Population Health Metrics · doi:10.1186/s12963-017-0155-z · Cited by 8 · see citing works
Zhang, Y., Li, Z., Shen, Q. M., Tuo, J. Y., Tan, J., Tan, Y. T., Li, H. L., & Xiang, Y. (2022) · Journal of Digestive Diseases · doi:10.1111/1751-2980.13136 · Cited by 9 · see citing works
Epidemiological Characteristics of Cancer in Elderly Chinese
Zou, X. N., Wan, X., Dai, Z., & Yang, G. H. (2012) · ISRN Oncology · doi:10.5402/2012/381849 · Cited by 8 · see citing works
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de Carvalho, M. H. F., Álvarez-Hernández, G., Denman, C. A., & Harlow, S. D. (2011) · Salud Pública de México · doi:10.1590/s0036-36342011000400005 · Cited by 7 · see citing works
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Chen, L., Xia, T., Yuan, Z., Rampatige, R., Chen, J., Li, H., Adair, T., Yu, H., Bratschi, M. W., Setel, P., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2020-046185 · Cited by 6 · see citing works
Musadad, D. A., Angkasawati, T. J., Usman, Y., Kelly, M. J., & Rao, C. (2023) · BMJ Global Health · doi:10.1136/bmjgh-2023-012358 · Cited by 5 · see citing works
Self-citationGarcía, J. R., Landaeta, A. P. V., Jaramillo, L. F., Ortiz, Y. N. F., Suárez-Morales, Z. B., & Candia, M. E. V. (2019) · Gerencia y Políticas de Salud · doi:10.11144/javeriana.rgsp18-36.ccmn · Cited by 5 · see citing works
Tuo, J., Li, Z., Shen, Q., Tan, Y., Li, H., & Xiang, Y. (2024) · European Journal of Epidemiology · doi:10.1007/s10654-023-01071-8 · Cited by 4 · see citing works
Mortality in China: Data Sources, Trends and Patterns
Zhao, Z., Chen, W., Zhao, J., & Zhang, X. (2014) · INED population studies · doi:10.1007/978-94-017-8987-5_11 · Cited by 5 · see citing works
Habib, N., Afzal, A., Abbasi, S.-R. S., & Aziz, W. (2020) · Journal of Pharmaceutical Research International · doi:10.9734/jpri/2020/v32i1430613 · Cited by 4 · see citing works
Tuo, J., Shen, Q., Li, Z., Tan, J.-Y. B., Tan, Y., Li, H., & Xiang, Y. (2024) · Journal of Nutritional Science · doi:10.1017/jns.2024.86 · Cited by 3 · see citing works
Strengthening practice and systems in civil registration and vital statistics: A resource kit
López, A. D., Mikkelsen, L., Rampatige, R., Upham, S. J., AbouZahr, C., Gamage, S., de Savigny, D., & Schmider, A. (2012) · Cited by 3 · see citing works
Tuo, J., Shen, Q., Li, Z., Tan, J.-Y. B., Fang, J., Gao, L., Tan, Y., Li, H., & Xiang, Y. (2024) · BMC Public Health · doi:10.1186/s12889-024-18574-y · Cited by 3 · see citing works
Prevalence of and characteristics associated with in-hospital mortality in a Ugandan neurology ward
Diaz, M. M., Hu, X. Y., Fenton, B. T., Kimuli, I., Lee, A., Lindsey, H. M., Bigelow, J. K., Maiser, S., Altalib, H. H., & Sico, J. J. (2020) · BMC Neurology · doi:10.1186/s12883-020-1627-5 · Cited by 3 · see citing works
Saito, I., Yamagishi, K., Kokubo, Y., Yatsuya, H., Iso, H., Sawada, N., Inoue, M., & Tsugane, S. (2023) · Circulation Journal · doi:10.1253/circj.cj-22-0805 · Cited by 3 · see citing works
Commentary: Reliable measurement of the causes of mortality in developing countries
Jha, P., Jacob, B. J., & Kumar, R. (2007) · International Journal of Epidemiology · doi:10.1093/ije/dym108 · Cited by 3 · see citing works
Zhang, W., Usman, Y., Iriawan, R. W., Lusiana, M., Sha, S., Kelly, M. J., & Rao, C. (2019) · World Journal of Cardiology · doi:10.4330/wjc.v11.i10.244 · Cited by 2 · see citing works
Self-citationThe spatial and environmental predictors of adult mortality in the Northern Mexico Border Region
de Carvalho, F., & Mary, H. N. (2009) · Deep Blue (University of Michigan) · Cited by 2 · see citing works
Tan, J.-Y. B., Li, Z., Shen, Q., Zhang, Y., Tuo, J., Liu, D., Tan, Y., Li, H., & Xiang, Y. (2023) · Hepatoma Research · doi:10.20517/2394-5079.2023.73 · Cited by 1 · see citing works
Empirical Analysis of Socio-economic Factors Effecting Nutritional Status of Children (1-5) of Age
Saeed, N., Khan, S. K., Raheed, H. M., & Hussain, M. Z. (2018) · International Journal of Civic Engagement and Social Change · doi:10.4018/ijcesc.2018100101 · Cited by 1 · see citing works
Adherence to dietary guidelines and liver cancer risk: Results from two prospective cohort studies
Tuo, J., Shen, Q., Li, Z., Yang, D., Zou, Y., Tan, Y., Li, H., & Xiang, Y. (2025) · Clinical Nutrition ESPEN · doi:10.1016/j.clnesp.2025.03.173 · Cited by 1 · see citing works
Xu, C., & Gericke, C. A. (2013) · F1000Research · doi:10.12688/f1000research.2-137.v1 · Cited by 1 · see citing works
Filho, A. L. M., Meyer, A., & Monteiro, G. T. R. (2014) · Cadernos Saúde Coletiva · doi:10.1590/1414-462x201400030005 · Cited by 1 · see citing works
Researchcauses of death in Thailand, 2005: implications for health policy
Porapakkham, Y., Rao, C., Pattaraarchachai, J., Polprasert, W., Vos, T., Adair, T., & López, A. D. (2010)
Self-citationMa, Y. (2009) · NORA - Norwegian Open Research Archives
Global Tuberculosis Surveillance
Chen, W., Xia, Y., & Huang, F. (2017) · Springer eBooks · doi:10.1007/978-1-4939-6667-7_28
Saeed, N., Rehman, T. U., & Usmani, M. A. (2018) · International Journal of Civic Engagement and Social Change · doi:10.4018/ijcesc.2018040102
Yang, D.-N., Li, H.-L., Shen, Q.-M., (6206297), J. W., Fang, J., Tan, Y.-T., Li, Z., & Xiang, Y. (2026) · JHEP Reports · doi:10.1016/j.jhepr.2026.101812
Disparities in Cancer Incidence by Sex and Associated Lifestyle Factors and Health Conditions
Li, Z., Tan, Y.-T., Shen, Q.-M., Yang, D.-N., Li, H.-L., & Xiang, Y.-B. (2026) · JAMA Oncology · doi:10.1001/jamaoncol.2026.3747
- Authors
- Rao, C., Yang, G., Hu, J., Ma, J., Xia, W., & Lopez, A. D.
- Affiliations
- The University of Queensland (AU)
- Venue
- International Journal of Epidemiology
- Publisher
- Oxford University Press (OUP)
- Published
- 2007-02-28
- Volume
- 36
- Issue
- 3
- Pages
- 642-651
- ISSN
- 0300-5771 (ISSN-L)
- 1464-3685
- OpenAlex
- W2168853494
- Cited by
- 88
- References
- 31
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 4 · 2023: 3 · 2022: 7 · 2021: 2 · 2020: 4 · 2019: 7 · 2018: 5 · 2017: 3 · 2016: 1 · 2015: 3 · 2014: 7 · 2013: 8 · 2012: 7
- FWCI
- 11.25
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Binus University
- National Institute on Aging (AG 17625, P01AG017625)
- Topics
- Health Sciences › Health Professions › Health Information Management › Medical Coding and Health Information
- Social Sciences › Demography › Insurance, Mortality, Demography, Risk Management
- Health Sciences › Medicine › Epidemiology › Healthcare Systems and Public Health
- Keywords
- cause of death statistics, civil registration, death certification, diagnostic misclassification, underlying cause of death, urban China, ischemic heart disease, chronic obstructive pulmonary disease, diabetes mellitus, liver disease, kidney disease, hypertension, cerebrovascular disease, cancer mortality
- MeSH terms
- Cause of Death, China, Death Certificates, Epidemiologic Methods, Humans, Registries, Urban Health, Evidence-Based Medicine, International Classification of Diseases
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