References

Alexander M, Zagheni E, Barbieri M. 2017. A Flexible Bayesian Model for Estimating Subnational Mortality. Demography 54:2025–2041. doi:10.1007/s13524-017-0618-7
Alexiou A, Fahy K, Mason K, Bennett D, Brown H, Bambra C, Taylor-Robinson D, Barr B. 2021. Local government funding and life expectancy in England: A longitudinal ecological study. The Lancet Public Health 6:e641–e647. doi:10.1016/S2468-2667(21)00110-9
Angus C, Buckley C, Tilstra AM, Dowd JB. 2023. Increases in “deaths of despair” during the COVID-19 pandemic in the United States and the United Kingdom. Public Health 218:92–96. doi:10.1016/j.puhe.2023.02.019
Arık A, Cairns A, Dodd E, Shao A, Streftaris G. 2022. Uneven outcomes: Findings on cancer mortality. The Actuary.
Arık A, Dodd E, Cairns A, Streftaris G. 2021. Socioeconomic disparities in cancer incidence and mortality in England and the impact of age-at-diagnosis on cancer mortality. PLOS ONE 16:e0253854. doi:10.1371/journal.pone.0253854
Arriaga EE. 1984. Measuring and Explaining the Change in Life Expectancies. Demography 21:83–96. doi:10.2307/2061029
Asaria P, Elliott P, Douglass M, Obermeyer Z, Soljak M, Majeed A, Ezzati M. 2017. Acute myocardial infarction hospital admissions and deaths in England: A national follow-back and follow-forward record-linkage study. The Lancet Public Health 2:e191–e201. doi:10.1016/S2468-2667(17)30032-4
Asaria P, Fortunato L, Fecht D, Tzoulaki I, Abellan JJ, Hambly P, de Hoogh K, Ezzati M, Elliott P. 2012. Trends and inequalities in cardiovascular disease mortality across 7932 English electoral wards, 19822006: Bayesian spatial analysis. International Journal of Epidemiology 41:1737–1749. doi:10.1093/ije/dys151
Aylin P, Maheswaran R, Wakefield J, Cockings S, Jarup L, Arnold R, Wheeler G, Elliott P. 1999. A national facility for small area disease mapping and rapid initial assessment of apparent disease clusters around a point source: The UK Small Area Health Statistics Unit. Journal of Public Health 21:289–298. doi:10.1093/pubmed/21.3.289
Bahk J, Kang H-Y, Khang Y-H. 2020. Life expectancy and inequalities therein by income from 2016 to 2018 across the 253 electoral constituencies of the National Assembly of the Republic of Korea. Journal of Preventive Medicine and Public Health 53:143–148. doi:10.3961/jpmph.20.050
Barr B, Higgerson J, Whitehead M. 2017. Investigating the impact of the English health inequalities strategy: Time trend analysis. BMJ 358:j3310. doi:10.1136/bmj.j3310
Beltrán-Sánchez H, Finch CE, Crimmins EM. 2015. Twentieth century surge of excess adult male mortality. Proceedings of the National Academy of Sciences 112:8993–8998. doi:10.1073/pnas.1421942112
Bennett JE, Li G, Foreman K, Best N, Kontis V, Pearson C, Hambly P, Ezzati M. 2015. The future of life expectancy and life expectancy inequalities in England and Wales: Bayesian spatiotemporal forecasting. The Lancet 386:163–170. doi:10.1016/S0140-6736(15)60296-3
Bennett JE, Pearson-Stuttard J, Kontis V, Capewell S, Wolfe I, Ezzati M. 2018. Contributions of diseases and injuries to widening life expectancy inequalities in England from 2001 to 2016: A population-based analysis of vital registration data. The Lancet Public Health 3:e586–e597. doi:10.1016/S2468-2667(18)30214-7
Bennett JE, Rashid T, Zolfaghari A, Doyle Y, Suel E, Pearson-Stuttard J, Davies B, Fecht D, Muller ES, Nathvani RS, Sportiche N, Daby HI, Johnson E, Li G, Flaxman S, Toledano MB, Asaria M, Ezzati M. 2023. Changes in life expectancy and house prices in London from 2002 to 2019: Hyper-resolution spatiotemporal analysis of death registration and real estate data. The Lancet Regional Health Europe 27:100580. doi:10.1016/j.lanepe.2022.100580
Besag J, York J, Mollié A. 1991. Bayesian image restoration, with two applications in spatial statistics. Annals of the Institute of Statistical Mathematics 43:1–20. doi:10.1007/BF00116466
Best N, Richardson S, Thomson A. 2005. A comparison of Bayesian spatial models for disease mapping. Statistical Methods in Medical Research 14:35–59. doi:10.1191/0962280205sm388oa
Bilal U, Alazraqui M, Caiaffa WT, Lopez-Olmedo N, Martinez-Folgar K, Miranda JJ, Rodriguez DA, Vives A, Diez-Roux AV. 2019. Inequalities in life expectancy in six large Latin American cities from the SALURBAL study: An ecological analysis. The Lancet Planetary Health 3:e503–e510. doi:10.1016/S2542-5196(19)30235-9
Blachier M, Leleu H, Peck-Radosavljevic M, Valla D-C, Roudot-Thoraval F. 2013. The burden of liver disease in Europe: A review of available epidemiological data. Journal of Hepatology 58:593–608. doi:10.1016/j.jhep.2012.12.005
Blundell R, Costa Dias M, Joyce R, Xu X. 2020. COVID-19 and Inequalities. Fiscal Studies 41:291–319. doi:10.1111/1475-5890.12232
Bosetti N. 2015. Inside out: The new geography of wealth and poverty in London. Centre for London.
Boulieri A, Blangiardo M. 2020. Spatio-temporal model to estimate life expectancy and to detect unusual trends at the local authority level in England. BMJ Open 10:e036855. doi:10.1136/bmjopen-2020-036855
Burn-Murdoch J. 2023. Why are Americans dying so young? Financial Times.
Cancer Council Queensland. 2018. Australian Cancer Atlas.
Case A, Deaton A. 2015. Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century. Proceedings of the National Academy of Sciences 112:15078–15083. doi:10.1073/pnas.1518393112
Cheshire J. 2012. Featured Graphic. Lives on the Line: Mapping Life Expectancy along the London Tube Network. Environment and Planning A: Economy and Space 44:1525–1528. doi:10.1068/a45341
Chetty R, Stepner M, Abraham S, Lin S, Scuderi B, Turner N, Bergeron A, Cutler D. 2016. The Association Between Income and Life Expectancy in the United States, 2001-2014. JAMA 315:1750–1766. doi:10.1001/jama.2016.4226
Coale AJ, Demeny P, Vaughan B. 1983. Regional Model Life Tables and Stable Populations, 2nd ed. Academic Press.
Congdon P. 2019. Geographical Patterns in Drug-Related Mortality and Suicide: Investigating Commonalities in English Small Areas. International Journal of Environmental Research and Public Health 16:1831. doi:10.3390/ijerph16101831
Congdon P. 2014. Modelling changes in small area disability free life expectancy: Trends in London wards between 2001 and 2011. Statistics in Medicine 33:5138–5150. doi:10.1002/sim.6298
Congdon P. 2009. Life Expectancies for Small Areas: A Bayesian Random Effects Methodology. International Statistical Review 77:222–240. doi:10.1111/j.1751-5823.2009.00080.x
Connolly S, O’Reilly D, Rosato M. 2007. Increasing inequalities in health: Is it an artefact caused by the selective movement of people? Social Science & Medicine 64:2008–2015. doi:10.1016/j.socscimed.2007.02.021
Davenport A, Zarenko B. 2020. Levelling up: Where and how?IFS Green Budget 2020. Institute for Fiscal Studies.
de Valpine P, Paciorek CJ, Turek D, Michaud N, Anderson-Bergman C, Obermayer F, Wehrhahn Cortes C, Rodrìguez A, Lang DT, Paganin S, Hug J. 2022. NIMBLE: MCMC, Particle Filtering, and Programmable Hierarchical Modeling.
de Valpine P, Turek D, Paciorek CJ, Anderson-Bergman C, Lang DT, Bodik R. 2017. Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE. Journal of Computational and Graphical Statistics 26:403–413. doi:10.1080/10618600.2016.1172487
Delon C, Brown KF, Payne NWS, Kotrotsios Y, Vernon S, Shelton J. 2022. Differences in cancer incidence by broad ethnic group in England, 20132017. British Journal of Cancer 126:1765–1773. doi:10.1038/s41416-022-01718-5
Department of Health and Social Care. 2023. New lung cancer screening roll out to detect cancer sooner. GOVUK.
Dorling D. 2023. How austerity caused the NHS crisis. openDemocracy.
Downing A, Forman D, Gilthorpe MS, Edwards KL, Manda SO. 2008. Joint disease mapping using six cancers in the Yorkshire region of England. International Journal of Health Geographics 7:41. doi:10.1186/1476-072X-7-41
Duncan EW, White NM, Mengersen K. 2017. Spatial smoothing in Bayesian models: A comparison of weights matrix specifications and their impact on inference. International Journal of Health Geographics 16:47. doi:10.1186/s12942-017-0120-x
Dwyer-Lindgren L, Bertozzi-Villa A, Stubbs RW, Morozoff C, Mackenbach JP, van Lenthe FJ, Mokdad AH, Murray CJL. 2017a. Inequalities in Life Expectancy Among US Counties, 1980 to 2014: Temporal Trends and Key Drivers. JAMA Internal Medicine 177:1003–1011. doi:10.1001/jamainternmed.2017.0918
Dwyer-Lindgren L, Stubbs RW, Bertozzi-Villa A, Morozoff C, Callender C, Finegold SB, Shirude S, Flaxman AD, Laurent A, Kern E, Duchin JS, Fleming D, Mokdad AH, Murray CJL. 2017b. Variation in life expectancy and mortality by cause among neighbourhoods in King County, WA, USA, 19902014: A census tract-level analysis for the Global Burden of Disease Study 2015. The Lancet Public Health 2:e400–e410. doi:10.1016/S2468-2667(17)30165-2
Eayres D, Williams ES. 2004. Evaluation of methodologies for small area life expectancy estimation. Journal of Epidemiology & Community Health 58:243–249. doi:10.1136/jech.2003.009654
Elliott P, Briggs D, Morris S, Hoogh C de, Hurt C, Jensen TK, Maitland I, Richardson S, Wakefield J, Jarup L. 2001a. Risk of adverse birth outcomes in populations living near landfill sites. BMJ 323:363–368. doi:10.1136/bmj.323.7309.363
Elliott P, Toledano MB, Bennett JE, Beale L, Hoogh C de, Best N, Briggs D. 2010. Mobile phone base stations and early childhood cancers: Case-control study. BMJ 340:c3077. doi:10.1136/bmj.c3077
Elliott P, Wakefield J, Best N, Briggs D. 2001b. Spatial epidemiology: Methods and applications. Oxford University Press.
Elliott P, Westlake AJ, Hills M, Kleinschmidt I, Rodrigues L, McGale P, Marshall K, Rose G. 1992. The Small Area Health Statistics Unit: A national facility for investigating health around point sources of environmental pollution in the United Kingdom. Journal of Epidemiology & Community Health 46:345–349. doi:10.1136/jech.46.4.345
Exarchakou A, Rachet B, Belot A, Maringe C, Coleman MP. 2018. Impact of national cancer policies on cancer survival trends and socioeconomic inequalities in England, 1996-2013: Population based study. BMJ 360:k764. doi:10.1136/bmj.k764
Ezzati M, Friedman AB, Kulkarni SC, Murray CJL. 2008. The Reversal of Fortunes: Trends in County Mortality and Cross-County Mortality Disparities in the United States. PLOS Medicine 5:e66. doi:10.1371/journal.pmed.0050066
Ezzati M, Obermeyer Z, Tzoulaki I, Mayosi BM, Elliott P, Leon DA. 2015. Contributions of risk factors and medical care to cardiovascular mortality trends. Nature Reviews Cardiology 12:508–530. doi:10.1038/nrcardio.2015.82
Fernández-Navarro P, Nuñez O, García-Pérez J, López-Abente G, Roquette R, de Sousa-Uva M, Nunes B, Dias CM. 2021. Atlas of Cancer Mortality in Portugal and Spain 2003-12. National Institute of Health Doutor Ricardo Jorge and National Institute of Health Carlos III.
Finucane MM, Paciorek CJ, Danaei G, Ezzati M. 2014. Bayesian Estimation of Population-Level Trends in Measures of Health Status. Statistical Science 29:18–25. doi:10.1214/13-STS427
Flaxman S, Gelman A, Neill D, Smola A, Vehtari A, Wilson AG. 2015. Fast hierarchical Gaussian processes.
Foreman KJ, Li G, Best N, Ezzati M. 2017. Small area forecasts of cause-specific mortality: Application of a Bayesian hierarchical model to US vital registration data. Journal of the Royal Statistical Society Series C (Applied Statistics) 66:121–139. doi:10.1111/rssc.12157
Gaylin DS, Kates J. 1997. Refocusing the lens: Epidemiologic transition theory, mortality differentials, and the AIDS pandemic. Social Science & Medicine 44:609–621. doi:10.1016/S0277-9536(96)00212-2
Gersten O, Wilmoth JR. 2002. The Cancer Transition in Japan since 1951. Demographic Research 7:271–306. doi:10.4054/DemRes.2002.7.5
Gonzaga MR, Schmertmann CP. 2016. Estimating age- and sex-specific mortality rates for small areas with TOPALS regression: An application to Brazil in 2010. Revista Brasileira de Estudos de População 33:629–652. doi:10.20947/S0102-30982016c0009
Goodman PS. 2018. In Britain, Austerity Is Changing Everything. The New York Times.
Gray M, Barford A. 2018. The depths of the cuts: The uneven geography of local government austerity. Cambridge Journal of Regions, Economy and Society 11:541–563. doi:10.1093/cjres/rsy019
Halonen JI, Hansell AL, Gulliver J, Morley D, Blangiardo M, Fecht D, Toledano MB, Beevers SD, Anderson HR, Kelly FJ, Tonne C. 2015. Road traffic noise is associated with increased cardiovascular morbidity and mortality and all-cause mortality in London. European Heart Journal 36:2653–2661. doi:10.1093/eurheartj/ehv216
Ham C. 2023. The Rise and Decline of the NHS in England 2000-20. The King’s Fund.
Hansell AL, Beale L, Ghosh RE, Fortunato L, Fecht D, Jarup L, Elliott P. 2014. The Environment and Health Atlas for England and Wales. Oxford University Press.
Hansell AL, Blangiardo M, Fortunato L, Floud S, Hoogh K de, Fecht D, Ghosh RE, Laszlo HE, Pearson C, Beale L, Beevers S, Gulliver J, Best N, Richardson S, Elliott P. 2013. Aircraft noise and cardiovascular disease near Heathrow airport in London: Small area study. BMJ 347:f5432. doi:10.1136/bmj.f5432
Hayat S, Luben R, Khaw K-T, Wareham N, Brayne C. 2022. Evaluation of routinely collected records for dementia outcomes in UK: A prospective cohort study. BMJ Open 12:e060931. doi:10.1136/bmjopen-2022-060931
Held L, Natário I, Fenton SE, Rue H, Becker N. 2005. Towards joint disease mapping. Statistical Methods in Medical Research 14:61–82. doi:10.1191/0962280205sm389oa
Hiam L, Dorling D, McKee M. 2020. Things Fall Apart: The British Health Crisis 20102020. British Medical Bulletin 133:4–15. doi:10.1093/bmb/ldz041
Hiam L, Harrison D, McKee M, Dorling D. 2018. Why is life expectancy in England and Wales “stalling”? J Epidemiol Community Health 72:404–408. doi:10.1136/jech-2017-210401
Hodgson S, Nieuwenhuijsen MJ, Colvile R, Jarup L. 2007. Assessment of exposure to mercury from industrial emissions: Comparing “distance as a proxy” and dispersion modelling approaches. Occupational and Environmental Medicine 64:380–388. doi:10.1136/oem.2006.026781
Hodgson S, Nieuwenhuijsen MJ, Hansell A, Shepperd S, Flute T, Staples B, Elliott P, Jarup L. 2004. Excess risk of kidney disease in a population living near industrial plants. Occupational and Environmental Medicine 61:717–719. doi:10.1136/oem.2003.010629
Hoffman MD, Gelman A. 2014. The No-U-Turn sampler: Adaptively setting path lengths in Hamiltonian Monte Carlo. Journal of Machine Learning Research 15:1593–1623. doi:10.48550/arXiv.1111.4246
Jarup L, Best N, Toledano MB, Wakefield J, Elliott P. 2002a. Geographical epidemiology of prostate cancer in Great Britain. International Journal of Cancer 97:695–699. doi:10.1002/ijc.10113
Jarup L, Briggs D, de Hoogh C, Morris S, Hurt C, Lewin A, Maitland I, Richardson S, Wakefield J, Elliott P. 2002b. Cancer risks in populations living near landfill sites in Great Britain. British Journal of Cancer 86:1732–1736. doi:10.1038/sj.bjc.6600311
Jarup L, Morris S, Richardson S, Briggs D, Cobley N, de Hoogh C, Gorog K, Elliott P. 2007. Down syndrome in births near landfill sites. Prenatal Diagnosis 27:1191–1196. doi:10.1002/pd.1873
Jonker MF, van Lenthe FJ, Congdon PD, Donkers B, Burdorf A, Mackenbach JP. 2012. Comparison of Bayesian Random-Effects and Traditional Life Expectancy Estimations in Small-Area Applications. American Journal of Epidemiology 176:929–937. doi:10.1093/aje/kws152
Kelsall J, Wakefield J. 2002. Modeling Spatial Variation in Disease Risk. Journal of the American Statistical Association 97:692–701. doi:10.1198/016214502388618438
Knorr-Held L. 2000. Bayesian modelling of inseparable space-time variation in disease risk. Statistics in Medicine 19:2555–2567. doi:10.1002/1097-0258(20000915/30)19:17/18<2555::AID-SIM587>3.0.CO;2-%23
Knorr-Held L, Best NG. 2001. A Shared Component Model for Detecting Joint and Selective Clustering of Two Diseases. Journal of the Royal Statistical Society Series A (Statistics in Society) 164:73–85.
Konstantinoudis G, Cameletti M, Gómez-Rubio V, Gómez IL, Pirani M, Baio G, Larrauri A, Riou J, Egger M, Vineis P, Blangiardo M. 2022. Regional excess mortality during the 2020 COVID-19 pandemic in five European countries. Nature Communications 13:482. doi:10.1038/s41467-022-28157-3
Kontis V, Bennett JE, Mathers CD, Li G, Foreman K, Ezzati M. 2017. Future life expectancy in 35 industrialised countries: Projections with a Bayesian model ensemble. The Lancet 389:1323–1335. doi:10.1016/S0140-6736(16)32381-9
Kontis V, Bennett JE, Parks RM, Rashid T, Pearson-Stuttard J, Asaria P, Zhou B, Guillot M, Mathers CD, Khang Y-H, McKee M, Ezzati M. 2022. Lessons learned and lessons missed: Impact of the coronavirus disease 2019 (COVID-19) pandemic on all-cause mortality in 40 industrialised countries and US states prior to mass vaccination. Wellcome Open Research 6:279. doi:10.12688/wellcomeopenres.17253.2
Kontis V, Bennett JE, Rashid T, Parks RM, Pearson-Stuttard J, Guillot M, Asaria P, Zhou B, Battaglini M, Corsetti G, McKee M, Di Cesare M, Mathers CD, Ezzati M. 2020. Magnitude, demographics and dynamics of the effect of the first wave of the COVID-19 pandemic on all-cause mortality in 21 industrialized countries. Nature Medicine 26:1919–1928. doi:10.1038/s41591-020-1112-0
Lao J, Suter C, Langmore I, Chimisov C, Saxena A, Sountsov P, Moore D, Saurous RA, Hoffman MD, Dillon JV. 2020. Tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware. doi:10.48550/arXiv.2002.01184
Leon DA, Jdanov DA, Shkolnikov VM. 2019. Trends in life expectancy and age-specific mortality in England and Wales, 19702016, in comparison with a set of 22 high-income countries: An analysis of vital statistics data. The Lancet Public Health 4:e575–e582. doi:10.1016/S2468-2667(19)30177-X
Mackenbach JP. 2022. Omran’s Epidemiologic Transition 50 years on. International Journal of Epidemiology 51:1054–1057. doi:10.1093/ije/dyac020
Mahaki B, Mehrabi Y, Kavousi A, Schmid VJ. 2018. Joint Spatio-temporal Shared Component Model with an Application in Iran Cancer Data. Asian Pacific Journal of Cancer Prevention 19:1553–1560. doi:10.22034/APJCP.2018.19.6.1553
Marmot MG, Allen J, Boyce T, Goldblatt P, Morrison J. 2020. Marmot Review: 10 years on. Institute of Health Equity.
Marmot MG, Davey Smith G, Stansfeld S, Patel C, North F, Head J, White I, Brunner E, Feeney A. 1991. Health inequalities among British civil servants: The Whitehall II study. The Lancet 337:1387–1393. doi:10.1016/0140-6736(91)93068-K
Marmot MG, Goldblatt P, Allen J, Boyce T, McNeish D, Grady M, Strelitz J, Geddes I, Friel S, Porritt F, Reinertsen E, Bell R, Allen M. 2010. The Marmot Review: Fair society, healthy lives. Institute of Health Equity.
Marmot MG, Shipley MJ, Rose G. 1984. Inequalities in death - specific explanations of a general pattern? The Lancet 323:1003–1006. doi:10.1016/S0140-6736(84)92337-7
McElreath R. 2020. Statistical Rethinking, 2nd ed. CRC Press.
Meslé F, Vallin J. 2021. Causes of Death at Very Old Ages, Including for Supercentenarians In: Maier H, Jeune B, Vaupel JW, editors. Exceptional Lifespans, Demographic Research Monographs. Cham: Springer International Publishing. pp. 69–84. doi:10.1007/978-3-030-49970-9_7
Ministry of Housing, Communities & Local Government. 2019. English indices of deprivation 2019. Ministry of Housing, Communities & Local Government.
Mokdad AH, Dwyer-Lindgren L, Fitzmaurice C, Stubbs RW, Bertozzi-Villa A, Morozoff C, Charara R, Allen C, Naghavi M, Murray CJL. 2017. Trends and Patterns of Disparities in Cancer Mortality Among US Counties, 1980-2014. JAMA 317:388–406. doi:10.1001/jama.2016.20324
Moriyama IM, Gover M. 1948. Statistical Studies of Heart Diseases: I. Heart Diseases and Allied Causes of Death in Relation to Age Changes in the Population. Public Health Reports (1896-1970) 63:537–545. doi:10.2307/4586527
Mukadam N, Livingston G, Rantell K, Rickman S. 2014. Diagnostic rates and treatment of dementia before and after launch of a national dementia policy: An observational study using English national databases. BMJ Open 4:e004119. doi:10.1136/bmjopen-2013-004119
Murray CJL, Lopez AD. 1996. The Global Burden of Disease: A comprehensive assessment of mortality and disability from diseases, injuries, and risk factors in 1990 and projected in 2020. World Health Organization.
National Cancer Intelligence Network. 2010. Cancer eAtlas. National Cancer Registration and Analysis Service.
National Research Council. 2010. International Differences in Mortality at Older Ages. Washington (DC): National Academies Press (US).
NHS. 2019. The NHS Long Term Plan. NHS.
NHS Digital. 2023. Health Survey for England. NHS Digital.
NHS Digital. 2022. CancerData. CancerData.
Niksic M, Rachet B, Duffy SW, Quaresma M, Møller H, Forbes LJ. 2016. Is cancer survival associated with cancer symptom awareness and barriers to seeking medical help in England? An ecological study. British Journal of Cancer 115:876–886. doi:10.1038/bjc.2016.246
NumPyro documentation. 2023. CAR distribution. NumPyro.
OECD. 2016. OECD Reviews of Health Care Quality: United Kingdom 2016: Raising Standards. Paris: Organisation for Economic Co-operation and Development.
Office for National Statistics. 2022a. 2011 Census geographies. Office for National Statistics.
Office for National Statistics. 2022b. User guide to mortality statistics. Office for National Statistics.
Office for National Statistics. 2021a. Cigarette smoking among adults. GOVUK.
Office for National Statistics. 2021b. Lower layer Super Output Area population estimates. Office for National Statistics.
Office for National Statistics. 2021c. Middle layer Super Output Area population estimates. Office for National Statistics.
Office for National Statistics. 2021d. Population estimates by output areas, electoral, health and other geographies, England and Wales. Office for National Statistics.
Office for National Statistics. 2015. Health Expectancies at Birth for Middle Layer Super Output Areas (MSOAs), England. Office for National Statistics.
Olshansky SJ, Ault AB. 1986. The Fourth Stage of the Epidemiologic Transition: The Age of Delayed Degenerative Diseases. The Milbank Quarterly 64:355–391. doi:10.2307/3350025
Omran AR. 1977. A century of epidemiologic transition in the United States. Preventive Medicine 6:30–51. doi:10.1016/0091-7435(77)90003-2
Omran AR. 1971. The Epidemiologic Transition: A Theory of the Epidemiology of Population Change. The Milbank Memorial Fund Quarterly 49:509–538. doi:10.2307/3349375
Overman HG, Xu X. 2022. Spatial disparities across labour markets. Institute for Fiscal Studies.
Paciorek CJ, Schervish MJ. 2006. Spatial modelling using a new class of nonstationary covariance functions. Environmetrics 17:483–506. doi:10.1002/env.785
Parkes B, Hansell AL, Ghosh RE, Douglas P, Fecht D, Wellesley D, Kurinczuk JJ, Rankin J, de Hoogh K, Fuller GW, Elliott P, Toledano MB. 2020. Risk of congenital anomalies near municipal waste incinerators in England and Scotland: Retrospective population-based cohort study. Environment International 134:104845. doi:10.1016/j.envint.2019.05.039
Parkin DM, Boyd L, Walker LC. 2011. 16. The fraction of cancer attributable to lifestyle and environmental factors in the UK in 2010. British Journal of Cancer 105:S77–S81. doi:10.1038/bjc.2011.489
Pearson-Stuttard J, Bennett JE, Cheng YJ, Vamos EP, Cross AJ, Ezzati M, Gregg EW. 2021. Trends in predominant causes of death in individuals with and without diabetes in England from 2001 to 2018: An epidemiological analysis of linked primary care records. The Lancet Diabetes & Endocrinology 9:165–173. doi:10.1016/S2213-8587(20)30431-9
Pell JP, Haw S, Cobbe S, Newby DE, Pell ACH, Fischbacher C, McConnachie A, Pringle S, Murdoch D, Dunn F, Oldroyd K, MacIntyre P, O’Rourke B, Borland W. 2008. Smoke-free Legislation and Hospitalizations for Acute Coronary Syndrome. New England Journal of Medicine 359:482–491. doi:10.1056/NEJMsa0706740
Phan D, Pradhan N, Jankowiak M. 2019. Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro. doi:10.48550/arXiv.1912.11554
Preston SH. 1970. An International Comparison of Excessive Adult Mortality. Population Studies 24:5–20. doi:10.2307/2173259
Preston SH, Heuveline P, Guillot M. 2001. Demography: Measuring and Modeling Population Processes. Blackwell Publishing.
Preston SH, Nelson VE. 1974. Structure and change in causes of death: An international summary. Population Studies 28:19–51. doi:10.1080/00324728.1974.10404577
Public Health England. 2023. Public Health Outcomes Framework. Public Health England.
Public Health England. 2021a. Local Alcohol Profiles for England. Public Health England.
Public Health England. 2021b. Local Health - Small Area Public Health Data. Public Health England.
Rachet B, Ellis L, Maringe C, Chu T, Nur U, Quaresma M, Shah A, Walters S, Woods L, Forman D, Coleman MP. 2010. Socioeconomic inequalities in cancer survival in England after the NHS cancer plan. British Journal of Cancer 103:446–453. doi:10.1038/sj.bjc.6605752
Rashid T. 2022. Probabilistic-programming-packages. GitHub.
Rashid T, Bennett JE, Muller DC, Cross AJ, Pearson-Stuttard J, Asaria P, Daby HI, Fecht D, Davies B, Ezzati M. 2024. Mortality from leading cancers in districts of England from 2002 to 2019: A population-based, spatiotemporal study. The Lancet Oncology 25:86–98. doi:10.1016/S1470-2045(23)00530-2
Rashid T, Bennett JE, Paciorek CJ, Doyle Y, Pearson-Stuttard J, Flaxman S, Fecht D, Toledano MB, Li G, Daby HI, Johnson E, Davies B, Ezzati M. 2021. Life expectancy and risk of death in 6791 communities in England from 2002 to 2019: High-resolution spatiotemporal analysis of civil registration data. The Lancet Public Health 6:e805–e816. doi:10.1016/S2468-2667(21)00205-X
Rasmussen CE, Williams CKI. 2006. Gaussian Processes for Machine Learning. MIT Press.
Roberts GO, Rosenthal JS. 2004. General state space Markov chains and MCMC algorithms. Probability Surveys 1:20–71. doi:10.1214/154957804100000024
Salomon JA, Murray CJL. 2002. The Epidemiologic Transition Revisited: Compositional Models for Causes of Death by Age and Sex. Population and Development Review 28:205–228. doi:10.1111/j.1728-4457.2002.00205.x
Semenova E, Xu Y, Howes A, Rashid T, Bhatt S, Mishra S, Flaxman S. 2022. PriorVAE: Encoding spatial priors with variational autoencoders for small-area estimation. Journal of The Royal Society Interface 19:20220094. doi:10.1098/rsif.2022.0094
Silcocks PBS, Jenner DA, Reza R. 2001. Life expectancy as a summary of mortality in a population: Statistical considerations and suitability for use by health authorities. Journal of Epidemiology & Community Health 55:38–43. doi:10.1136/jech.55.1.38
Stan development team. 2020. Prior Choice Recommendations. GitHub.
Steel N, Ford JA, Newton JN, Davis ACJ, Vos T, Naghavi M, Glenn S, Hughes A, Dalton AM, Stockton D, Humphreys C, Dallat M, Schmidt J, Flowers J, Fox S, Abubakar I, Aldridge RW, Baker A, Brayne C, Brugha T, Capewell S, Car J, Cooper C, Ezzati M, Fitzpatrick J, Greaves F, Hay R, Hay S, Kee F, Larson HJ, Lyons RA, Majeed A, McKee M, Rawaf S, Rutter H, Saxena S, Sheikh A, Smeeth L, Viner RM, Vollset SE, Williams HC, Wolfe C, Woolf A, Murray CJL. 2018. Changes in health in the countries of the UK and 150 English Local Authority areas 19902016: A systematic analysis for the Global Burden of Disease Study 2016. The Lancet 392:1647–1661. doi:10.1016/S0140-6736(18)32207-4
Stephens AS, Purdie S, Yang B, Moore H. 2013. Life expectancy estimation in small administrative areas with non-uniform population sizes: Application to Australian New South Wales local government areas. BMJ Open 3:e003710. doi:10.1136/bmjopen-2013-003710
Sudharsanan N, Aburto JM, Riffe T, van Raalte A. 2022. Large variation in the epidemiological transition across countries: Is it still valuable as a mortality theory? International Journal of Epidemiology 51:1057–1061. doi:10.1093/ije/dyac107
Taylor-Robinson D, Lai ETC, Wickham S, Rose T, Norman P, Bambra C, Whitehead M, Barr B. 2019. Assessing the impact of rising child poverty on the unprecedented rise in infant mortality in England, 20002017: Time trend analysis. BMJ Open 9:e029424. doi:10.1136/bmjopen-2019-029424
Thatcher AR, Kannisto V, Andreev KF. 2002. The Survivor Ratio Method for Estimating Numbers at High Ages. Demographic Research 6:1–18. doi:10.4054/DemRes.2002.6.1
The Economist. 2023. Britain has endured a decade of early deaths. Why? The Economist 19–21.
Thun M, Peto R, Boreham J, Lopez AD. 2012. Stages of the cigarette epidemic on entering its second century. Tobacco Control 21:96–101. doi:10.1136/tobaccocontrol-2011-050294
Toledano MB, Jarup L, Best N, Wakefield J, Elliott P. 2001. Spatial variation and temporal trends of testicular cancer in Great Britain. British Journal of Cancer 84:1482–1487. doi:10.1054/bjoc.2001.1739
Travers T, Sims S, Bosetti N. 2016. Housing and inequality in London. Centre for London.
Tsilidis KK, Kasimis JC, Lopez DS, Ntzani EE, Ioannidis JPA. 2015. Type 2 diabetes and cancer: Umbrella review of meta-analyses of observational studies. BMJ 350:g7607. doi:10.1136/bmj.g7607
Turner EL, Metcalfe C, Donovan JL, Noble S, Sterne JAC, Lane JA, I Walsh E, Hill EM, Down L, Ben-Shlomo Y, Oliver SE, Evans S, Brindle P, Williams NJ, Hughes LJ, Davies CF, Ng SY, Neal DE, Hamdy FC, Albertsen P, Reid CM, Oxley J, McFarlane J, Robinson MC, Adolfsson J, Zietman A, Baum M, Koupparis A, Martin RM. 2016. Contemporary accuracy of death certificates for coding prostate cancer as a cause of death: Is reliance on death certification good enough? A comparison with blinded review by an independent cause of death evaluation committee. British Journal of Cancer 115:90–94. doi:10.1038/bjc.2016.162
van Dijk JT, Lansley G, Longley PA. 2021. Using linked consumer registers to estimate residential moves in the United Kingdom. Journal of the Royal Statistical Society: Series A (Statistics in Society) 184:1452–1474. doi:10.1111/rssa.12713
Vehtari A, Gelman A, Simpson D, Carpenter B, Bürkner P-C. 2021. Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC. Bayesian Analysis 16:667–718. doi:10.1214/20-BA1221
Wakefield J, Elliott P. 1999. Issues in the statistical analysis of small area health data. Statistics in Medicine 18:2377–2399. doi:10.1002/(SICI)1097-0258(19990915/30)18:17/18<2377::AID-SIM263>3.0.CO;2-G
Walters S, Benitez-Majano S, Muller P, Coleman MP, Allemani C, Butler J, Peake M, Guren MG, Glimelius B, Bergström S, Påhlman L, Rachet B. 2015. Is England closing the international gap in cancer survival? British Journal of Cancer 113:848–860. doi:10.1038/bjc.2015.265
Walters S, Quaresma M, Coleman MP, Gordon E, Forman D, Rachet B. 2011. Geographical variation in cancer survival in England, 19912006: An analysis by Cancer Network. J Epidemiol Community Health 65:1044–1052. doi:10.1136/jech.2010.126656
Whitty C. 2021. Chief Medical Officer’s annual report 2021: Health in coastal communities.
Wilkinson RG. 1992. Income distribution and life expectancy. British Medical Journal 304:165–168. doi:10.1136/bmj.304.6820.165
Wilmoth JR. 1995. Are mortality projections always more pessimistic when disaggregated by cause of death? Mathematical Population Studies 5:293–319. doi:10.1080/08898489509525409
World Bank. 2022. Life expectancy at birth, data. World Bank.
World Health Organization. 2020. WHO methods and data sources for country-level causes of death 2000-2019.
Yu J, Dwyer-Lindgren L, Bennett J, Ezzati M, Gustafson P, Tran M, Brauer M. 2021. A spatiotemporal analysis of inequalities in life expectancy and 20 causes of mortality in sub-neighbourhoods of Metro Vancouver, British Columbia, Canada, 19902016. Health & Place 72:102692. doi:10.1016/j.healthplace.2021.102692
Yu J-T, Xu W, Tan C-C, Andrieu S, Suckling J, Evangelou E, Pan A, Zhang C, Jia J, Feng L, Kua E-H, Wang Y-J, Wang H-F, Tan M-S, Li J-Q, Hou X-H, Wan Y, Tan L, Mok V, Tan L, Dong Q, Touchon J, Gauthier S, Aisen PS, Vellas B. 2020. Evidence-based prevention of Alzheimer’s disease: Systematic review and meta-analysis of 243 observational prospective studies and 153 randomised controlled trials. Journal of Neurology, Neurosurgery & Psychiatry 91:1201–1209. doi:10.1136/jnnp-2019-321913