Skip to main content
Journal of Epidemiology logoLink to Journal of Epidemiology
. 2024 Oct 5;34(10):493–497. doi: 10.2188/jea.JE20230279

Changes in Place of Death Among Patients With Dementia During the COVID-19 Pandemic in Japan: A Time-series Analysis

Nahoko Harada 1,*, Masahide Koda 2,*, Akifumi Eguchi 3, Masahiro Hashizume 4, Motoi Suzuki 5, Shuhei Nomura 4,6,7,*
PMCID: PMC11405367  PMID: 38403690

Abstract

Background

A key measure of the effectiveness of end-of-life care is the place of death. The coronavirus disease 2019 (COVID-19) pandemic affected end-of-life care and the circumstances of patients with dementia.

Methods

This observational, retrospective cohort study used Japanese national data to examine the numbers and locations of reported deaths among patients with dementia older than 65 years during the COVID-19 pandemic. Locations were grouped as medical institutions, nursing facilities, homes, or all settings. The quasi-Poisson regression model known as the Farrington algorithm was employed.

Results

Between December 30, 2019, and January 29, 2023, 279,703 patients who died of causes related to dementia were reported in Japan. A decline was seen in early 2020, followed by increased numbers of deaths in homes, medical facilities, and nursing homes beginning in October 2020, December 2020, and March 2021, respectively. In 2021, the percentage of excess deaths at home peaked at 35.2%, while in 2022, those in medical facilities and nursing homes peaked at 18.8% and 16.6%, respectively. In 2022, the percentage of excess deaths in nursing homes exceeded that of other locations.

Conclusion

The results suggest a change in the preferred place of death, along with pandemic-related visitation restrictions among healthcare facilities. Excess deaths also suggest strained medical resources and limited access to care. Methodological limitations include data from a limited period (2017 onwards) and post-2020 data used to estimate data after 2021, albeit with weighting. Considering these findings, physicians should reconfirm preferred places of death among older patients with dementia.

Key words: COVID-19, dementia, public health, aged, nursing home

INTRODUCTION

It is estimated that by 2030, 75 million individuals worldwide will be living with dementia—significantly more than the current estimate of 47 million cases.1 In an aging society, people of all ages require end-of-life care, and those with dementia are no exception. Whether patients are able to spend their last moments in the place of their choosing is an essential indicator of end-of-life care quality.2 Among people with dementia, the past two decades have witnessed a global shift from dying in hospitals to dying at home or in nursing facilities.35 While a preference for homes over nursing facilities is evident in high-income countries,6 a population study in Japan—another high-income country—reported that people with dementia preferred to die in nursing facilities over their homes or hospitals.7 However, the coronavirus disease 2019 (COVID-19) pandemic has restricted access to healthcare globally, including in Japan. The number of hospital admissions and outpatient wards decreased once the outbreak began, as did the length of stay.8,9 To strengthen end-of-life care systems associated with medical care and welfare services, this study explored changes in the location of death among patients with dementia during the COVID-19 pandemic in Japan, especially between January 2020 and December 2021.

METHODS

We analyzed national mortality data from the Ministry of Health, Labour and Welfare (MHLW) of Japan from January 2017 to January 2023 to study changes in the numbers and locations of reported deaths among dementia patients during the COVID-19 pandemic. Only patients aged 65 years or older who were diagnosed with vascular dementia (International Statistical Classification of Diseases and Related Health Problems 10th version10 [ICD-10], classification F01), Alzheimer’s disease (G30), or dementia not otherwise defined (F03) were considered. Death locations were re-categorized into four main types: all places, medical institutions, nursing facilities, and homes.7,1114

For statistical analysis, the study used the Farrington algorithm, which employs the quasi-Poisson regression model.15,16 This method involves calculating the expected number of deaths for a given week, then comparing this number with historical data to determine excess deaths. Japan revised its primary cause of death criteria in January 2017 to align with the 2013 revision of ICD-10.17 Hence, data before 2017 were not used due to inconsistencies. The algorithm incorporated pre-pandemic data from 2017–2019, considering the rule change in 2017, and weighted outliers from 2020 onwards for subsequent estimates. For more detailed methodology, refer to eMaterial 1.

This study was approved by the ethical committee of the National Institute of Infectious Diseases (authorization no. 1552), and it adhered to institutional guidelines.

RESULTS

A total of 279,703 people with dementia died within the 160 weeks between December 30, 2019, and January 29, 2023 (Table 1 and eTable 1; abbreviations used in eTable 1 are available in eMaterial 2). A total of 136,132 (48.7%) deaths occurred in hospitals, 108,700 (38.9%) in nursing facilities, and 27,711 (9.9%) at home. The statistics of weekly expected and observed deaths, as well as the upper and lower 95% limits, are shown in eTable 1. Figure 1 illustrates the weekly trends in excess mortality numbers between December 30, 2019, and January 29, 2023, according to the place of death. The weekly trends in observed deaths between January 2015 and January 2023 are shown in eFigure 1. The weekly percent excess, a measure of the surplus’s relative size, is displayed in eFigure 2.

Table 1. Observed and excess deaths between 2020 and 2023, categorized by place of death.

Year 2020a 2021b 2022c 2023d
All
Observed, n 82,662 90,250 97,768 9,023
Excess, n −6,115 5,287 3,115 314
Percent excess, median (IQR) −7.4 (−10.5 to −3.9) 6.5 (4.1–9.7) 2.8 (0.6–5.7) 5.4 (2.7–6.4)
Percent excess, min, max −17.2, 13.1 −4.0, 14.4 −8.1, 17.2 −3.5, 7.3
Medical institutions
Observed, n (%) 41,284 (49.9) 43,956 (48.7) 46,652 (47.7) 4,020 (44.6)
Excess, n −3,978 2,802 2,088 139
Percent excess, median (IQR) −8.9 (−13.1 to −5.4) 7.1 (2.3–10.0) 3.5 (1.1–7.1) 2.8 (1.8–4.4)
Percent excess, min, max −21.6, 11.0 −2.3, 18.9 −7.0, 18.8 1.76, 6.13
Nursing facilities
Observed, n (%) 31,450 (38.0) 34,760 (38.5) 38,814 (39.7) 3,676 (40.7)
Excess, n −1,928 1,261 1,197 323
Percent excess, median (IQR) −6.0 (−9.9 to −1.1) 4.6 (−1.1 to 7.4) 3.1 (−1.0 to 7.2) 12.4 (7.8–14.2)
Percent excess, min, max −17.8, 8.9 −6.2, 19.0 −12.0, 16.6 −1.4, 15.4
Home
Observed, n (%) 7,694 (9.3) 9,232 (10.2) 9,898 (10.1) 887 (9.8)
Excess, n −118 749 −690 −117
Percent excess, median (IQR) −1.5 (−7.4 to −7.5) 8.2 (−0.8 to 19.1) −5.7 (−14.8 to 2.1) −8.3 (−15.2 to −4.7)
Percent excess, min, max −42.2, 36.8 −16.6, 35.2 −31.0, 30.1 −25.4, −4.4

a2020: between December 30, 2019 and December 27, 2020.

b2021: between December 28, 2020 and December 26, 2021.

c2022: between December 27, 2022 and December 25, 2022.

d2023: between December 28 and January 29, 2023.

Figure 1. Weekly trends in the excess number of deaths among people with dementia between 2019 and 2023, categorized by place of death. This figure shows the weekly trends in the excess number of deaths between December 30, 2019, and January 29, 2023, categorized by place of death: (A) all places, (B) medical institutions, (C) nursing facilities, and (D) homes. The 95% upper and lower limits of the expected number of deaths are indicated by the blue and red lines, respectively. If the measured number of deaths per week exceeded the 95% upper limit, the number of deaths was marked with a blue cross. Conversely, if the measured number of deaths per week was below the lower 95% limit, the number of deaths is marked in red.

Figure 1.

Figure 1A shows general trends in the weekly number of dementia-related deaths regardless of their location, together with the expected number of deaths, upper and lower 95% limits. The 1-year accumulation of weekly excess deaths calculated by subtracting the expected value from the observed value was −6,115 in 2020, 5,287 in 2021, and 3,115 in 2022. Between January and the last week of December 2020, no weeks with excess deaths, defined as a number above the 95% upper limit, were observed, while there were 30 weeks with fewer-than-expected deaths, defined as a number under the 95% lower limit. Thirty-one of the 160 weeks from the last week of December 2020 through January 2023 evidenced excess deaths. The median percent excesses were −7.4% in 2020, 6.5% in 2021, 2.8% in 2022, and 5.4% in 2023.

In medical institutions, no weeks with excess deaths were observed until December 2020, and there were fewer-than-expected deaths in 26 weeks (Figure 1B). After December 2020, there were no weeks with fewer-than-expected deaths. Twenty-two of the 160 weeks were characterized by excess deaths. The median percent excesses in 2020, 2021, 2022, and 2023 were −8.9%, 7.1%, 3.5%, and 2.8% respectively.

In nursing facilities, no excess deaths were observed until March 2021, and there were fewer-than-expected deaths in 13 weeks (Figure 1C). Excess deaths occurred in 21 of 160 weeks, and the first week with excess deaths in nursing facilities was seen 11 weeks later than in the overall study population. The median percent excesses in 2020, 2021, 2022, and 2023 were −6.0%, 4.6%, 3.1%, and 12.4% respectively.

Regarding deaths at home, no excess deaths were observed until October 2020, and there were fewer-than-expected deaths in 5 weeks (Figure 1D). Excess deaths occurred in 17 of 160 weeks, and the first week with excess deaths at home was seen 11 weeks earlier than in the overall study population. Beginning in 2022, fewer-than-expected deaths were observed in 10 of 56 weeks, while excess deaths were seen in only 2 weeks. The median percent excesses in 2020, 2021, 2022, and 2023 were −1.5%, 8.2%, 5.7%, and −8.3% respectively. Deaths at home were characterized by the largest standard deviation of weekly percent excess when compared to other places. Among deaths at home, the maximum percent excesses of 36.8% and 35.2% were observed in the weeks of December 21–27, 2020, and April 26–May 2, 2021, respectively (eTable 1 and eFigure 2).

DISCUSSION

This analysis of national data evaluated changing patterns in place of death among patients with dementia during the COVID-19 pandemic. The results indicated that between January and October 2020, the number of people with dementia who died in each place decreased compared with the previous 3 years.

This decrease could be related to a decrease in the incidence of pneumonia around this period. The most common cause of mortality in patients with dementia is pneumonia—the risk of pneumonia-related death in these individuals is almost twice as high as it is in those without dementia, accounting for 29.7% of fatalities.18 During the early phase of the pandemic, it was determined that people with advanced age or dementia were at increased risk of COVID-19 infection,19,20 and this may have led care providers to take extra precautions to prevent these populations from being infected with severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2). An earlier study of 82 Japanese hospitals showed a 44% to 53% drop in community-acquired pneumonia admissions from April to September 2020 compared to the same period in 2019.21

After October 2020, around the time of the third wave, excess deaths were observed among people with dementia in medical institutions, nursing facilities, and homes. During this wave, healthcare institutions reported overwhelming demand related to the care of patients with COVID-19.22 People with cognitive decline often cannot report health status changes to a caregiver.20 Owing to their problems in understanding, remembering, or acting on public health advice, patients with dementia are more susceptible to SARS-CoV-2 infection and transmission.23 It has also been reported that deaths of people with cancer or cerebrovascular disease decreased in medical institutions during the pandemic, while deaths in nursing facilities and at home increased.24,25 Our analysis echoes this previous study in that older adults and family members with diseases such as dementia and cancer tended to choose places other than hospitals as their last place of residence during this period. These factors might have influenced the place of death chosen by these patients and their family members during the pandemic.

Data from 2022 onwards revealed a shift from increased home deaths to an excess of deaths in nursing homes. This period does not correspond to any significant changes in medical policy, but it does coincide with the government’s termination of semi-emergency coronavirus measures,26 which can be inferred as marking a shift in Japan’s societal stance towards COVID-19. The prevalence rate of teleworking, which was 31.5% in May 2020, decreased to 18.5% by January 2022,27 suggesting changes in the lifestyles of care providers. It can be hypothesized that these societal policies surrounding COVID-19 also impacted the place of death.

In 2017, the Japanese government’s report on advance care planning indicated that more than half the population wished to die in nursing facilities (63.5%, 32.5%, and 3.4% in nursing facilities, homes, and medical institutions, respectively).28 A previous population-based study reported an increasing trend in the number of people dying in nursing facilities and homes compared to medical institutions.11 Our study demonstrated that in 2021, home death was associated with a higher percent excess (35.2%) than medical institutions and nursing facilities (18.9% and 18.8%, respectively). COVID-19 has forced medical and long-term care institutions to restrict visitation.29,30 In contrast, home visiting care continued to be provided,31 enabling patients with dementia and COVID-19 to stay at home until the end of life. Studies have reported bereavement in family members who could not be with loved ones with COVID-19 during their last moments because of visitation restrictions, as well as moral distress in healthcare providers.3234 Despite the pandemic, person-centered care, including end-of-life care, must be performed. Our study calls for the MHLW to update the national survey and the Survey of Medical Care at the End of Life Stage28 to check whether place of death preferences have changed with the pandemic. Additionally, our findings urge physicians to ask patients with dementia and their caregivers about their preferred dying site. This study had some limitations. First, data on the place of death were obtained from death certificates. These may not accurately reflect the preference of the deceased regarding place of death since nursing facility residents with dementia who developed severe COVID-19 might have been transferred to medical institutions and passed away there. Second, in Japan, the rules for selecting the underlying cause of death have been modified since January 2017 to comply with the 2013 edition of ICD-10.17 One effect of this rule modification is that in many cases in which the underlying cause of death would previously have been specified as pneumonia, it is now categorized as dementia. Consequently, the number of deaths considered to be due to dementia increased dramatically after January 1, 2017 (eFigure 1), and data used in this study were collected after this modification. Therefore, only the 3-year period of 2017–2019 can be used to estimate the expected number of deaths in 2020. However, for the Farrington algorithm, previous studies have proposed that 3 years of data yield statistically sound results.35,36

In sum, during the early phases of the COVID-19 pandemic in Japan, particularly in 2020, the total number of fatalities among patients with dementia aged 65 years or older was declining. However, excess deaths were observed during and after the third wave transition, which started in October 2020. The 2021 excess of deaths in people with dementia was observed in all places of death, with homes having the highest number of weeks with excess deaths. The findings of this investigation indicate that visitation limits could result in a shift in the desired site of dying. Therefore, in addition to providing the necessary care in this population, physicians may wish to reaffirm their patients’ desired sites of death. These excess deaths also suggest the presence of strained medical resources and limited access to care.

ACKNOWLEDGMENTS

Funding: This work was supported by grants from the MHLW of Japan [grant number JPMH23HA2005], the Japan Society for the Promotion of Science [grant numbers JP22K10842 and JP21H03203], and the Precursory Research for Embryonic Science and Technology from the Japan Science and Technology Agency (grant number JPMJPR22R8). The views and opinions expressed in this study are those of the authors and do not necessarily reflect the official policies or positions of the respective funding organizations.

Ethics statement: Ethics approval was granted by the ethics committee of the National Institute of Infectious Diseases (authorization no. 1552). As this was a retrospective study that specifically included de-identified national mortality data, informed consent was not required.

Author contributions statement: N.H., M.K., A.E., and S.N. conceived this study. N.H. and M.K. performed the literature review and drafted the full text. A.E. and S.N. performed analytical calculations. M.K. and S.N. verified the analytical methods and provided statistical analyses. M.H. and M.S. provided substantial scientific input into interpreting the results. All authors critically revised the manuscript and approved the final version of the manuscript.

Data availability statement: The data used in this study are not publicly available, and the research team obtained data from the MHLW of Japan. Please contact the corresponding author, Shuhei Nomura for any inquiry about the data.

Conflicts of interest: None declared.

SUPPLEMENTARY MATERIAL

The following is the supplementary data related to this article:

eMaterial 1. Materials and methods

eMaterial 2. Explanation of abbreviated variable names in eTable 1

eTable 1.

eFigure 1. Weekly trends of the number of deaths considered to be due to dementia between January 2015 and January 2023. The number of deaths considered to be due to dementia increased significantly after January 1, 2017.

eFigure 2. Weekly trends of percent excess of deaths considered to be due to dementia between January 2020 and January 2023.

je-34-493-s001.zip (705.3KB, zip)

REFERENCES

  • 1.Prince MJ, Comas-Herrera A, Knapp M, Guerchet MM, Karagiannidou M. World Alzheimer report. Improv Healthc People Living Dem Coverage Qual Costs Now Future. https://www.alzint.org/u/WorldAlzheimerReport2016.pdf. 2016–; 2016 Accessed March 30 2023.
  • 2.Teno JM, Clarridge BR, Casey V, et al. Family perspectives on end-of-life care at the last place of care. JAMA. 2004;291(1):88–93. 10.1001/jama.291.1.88 [DOI] [PubMed] [Google Scholar]
  • 3.Sun Z, Guerriere DN, de Oliveira C, Coyte PC. Temporal trends in place of death for end-of-life patients: evidence from Toronto, Canada. Health Soc Care Community. 2020;28(5):1807–1816. 10.1111/hsc.13007 [DOI] [PubMed] [Google Scholar]
  • 4.Dasch B, Blum K, Gude P, Bausewein C. Place of death: trends over the course of a decade: a population-based study of death certificates from the years 2001 and 2011. Dtsch Arztebl Int. 2015;112(29–30):496–504. 10.3238/arztebl.2015.0496 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Cross SH, Kaufman BG, Taylor DH Jr, Kamal AH, Warraich HJ. Trends and factors associated with place of death for individuals with dementia in the United States. J Am Geriatr Soc. 2020;68(2):250–255. 10.1111/jgs.16200 [DOI] [PubMed] [Google Scholar]
  • 6.Eisenmann Y, Golla H, Schmidt H, Voltz R, Perrar KM. Palliative care in advanced dementia. Front Psychiatry. 2020;11:699. 10.3389/fpsyt.2020.00699 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Koyama T, Sasaki M, Hagiya H, et al. Place of death trends among patients with dementia in Japan: a population-based observational study. Sci Rep. 2019;9(1):20235. 10.1038/s41598-019-56388-w [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Tanoue Y, Ghaznavi C, Kawashima T, Eguchi A, Yoneoka D, Nomura S. Changes in health care access during the COVID-19 pandemic: estimates of National Japanese Data, June 2020–October 2021. Int J Environ Res Public Health. 2022;19(14):8810. 10.3390/ijerph19148810 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Ahn S, Kim S, Koh K. Changes in healthcare utilization, spending, and perceived health during COVID–19: a longitudinal study from Singapore. SSRN Electron J. 2020. doi:10.2139/ssrn.3669090. 10.2139/ssrn.3669090 [DOI] [Google Scholar]
  • 10.World Health Organization. The ICD-10 Classification of Mental and Behavioural Disorders: Clinical Descriptions and Diagnostic Guidelines. Geneva: World Health Organization; 1992.
  • 11.Koyama T, Hagiya H, Funahashi T, et al. Trends in place of death in a super-aged society: a population-based study, 1998–2017. J Palliat Med. 2020;23(7):950–956. 10.1089/jpm.2019.0445 [DOI] [PubMed] [Google Scholar]
  • 12.Sleeman KE, Ho YK, Verne J, Gao W, Higginson IJ; GUIDE_Care project . Reversal of English trend towards hospital death in dementia: a population-based study of place of death and associated individual and regional factors, 2001–2010. BMC Neurol. 2014;14:59. 10.1186/1471-2377-14-59 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Houttekier D, Cohen J, Bilsen J, Addington-Hall J, Onwuteaka-Philipsen BD, Deliens L. Place of death of older persons with dementia. A study in five European countries. J Am Geriatr Soc. 2010;58(4):751–756. 10.1111/j.1532-5415.2010.02771.x [DOI] [PubMed] [Google Scholar]
  • 14.Mitchell SL, Teno JM, Miller SC, Mor V. A national study of the location of death for older persons with dementia. J Am Geriatr Soc. 2005;53(2):299–305. 10.1111/j.1532-5415.2005.53118.x [DOI] [PubMed] [Google Scholar]
  • 15.Noufaily A, Enki DG, Farrington P, Garthwaite P, Andrews N, Charlett A. An improved algorithm for outbreak detection in multiple surveillance systems. Stat Med. 2013;32(7):1206–1222. 10.1002/sim.5595 [DOI] [PubMed] [Google Scholar]
  • 16.Farrington CP, Andrews NJ, Beale AD, Catchpole MA. A statistical algorithm for the early detection of outbreaks of infectious disease. J R Stat Soc A. 1996;159(3):547–563. 10.2307/2983331 [DOI] [Google Scholar]
  • 17.Ministry of Health, Labour and Welfare. The impact of partial application of the tenth revision of the international statistical classification of diseases and related health problems (ICD-10) on cause of death statistics. https://www.mhlw.go.jp/toukei/list/dl/icd_2013_eikyo.pdf Accessed March 30 2023; 2018.
  • 18.Manabe T, Fujikura Y, Mizukami K, Akatsu H, Kudo K. Pneumonia-associated death in patients with dementia: a systematic review and meta-analysis. PLoS One. 2019;14(3):e0213825. 10.1371/journal.pone.0213825 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Chen Y, Klein SL, Garibaldi BT, et al. Aging in COVID-19: vulnerability, immunity and intervention. Ageing Res Rev. 2021;65:101205. 10.1016/j.arr.2020.101205 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Mok VCT, Pendlebury S, Wong A, et al. Tackling challenges in care of Alzheimer’s disease and other dementias amid the COVID-19 pandemic, now and in the future. Alzheimers Dement. 2020;16(11):1571–1581. 10.1002/alz.12143 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Yan Y, Tomooka K, Naito T, Tanigawa T. Decreased number of inpatients with community-acquired pneumonia during the COVID-19 pandemic: a large multicenter study in Japan. J Infect Chemother. 2022;28(5):709–713. 10.1016/j.jiac.2022.01.013 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Karako K, Song P, Chen Y, Tang W, Kokudo N. Overview of the characteristics of and responses to the three waves of COVID-19 in Japan during 2020–2021. Biosci Trends. 2021;15(1):1–8. 10.5582/bst.2021.01019 [DOI] [PubMed] [Google Scholar]
  • 23.Wang Q, Davis PB, Gurney ME, Xu R. COVID-19 and dementia: analyses of risk, disparity, and outcomes from electronic health records in the US. Alzheimers Dement. 2021;17(8):1297–1306. 10.1002/alz.12296 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Nomura S, Eguchi A, Ghaznavi C, et al. Changes in cerebrovascular disease–related deaths and their location during the COVID-19 pandemic in Japan. Public Health. 2023;218:176–179. 10.1016/j.puhe.2023.03.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Nomura S, Nishio M, Abe SK, et al. Impact of the COVID-19 Pandemic on Cancer Death Locations in Japan: An Analysis of Excess Mortality Through February 2023. J Epidemiol. 2024;34(7):349–355. 10.2188/jea.JE20230235 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.The Cabinet Secretariat of Japan. Public Notice on the Termination of Priority Measures for the Prevention of the Spread of New Coronavirus Infections [Japanese] (2023). https://corona.go.jp/emergency/pdf/kouji_20220317.pdf [Accessed July 23, 2023].
  • 27.Japan Production Center. The 12th Workers’ Attitude Survey [Japanese] (2023). https://www.jpc-net.jp/research/detail/006234.html [Accessed July 23, 2023].
  • 28.Ministry of Health, Labor and Welfare. Survey of medical care at the end of life stage. https://www.mhlw.go.jp/toukei/list/saisyuiryo.html Accessed March 30 2023; 2017.
  • 29.Hugelius K, Harada N, Marutani M. Consequences of visiting restrictions during the COVID-19 pandemic: an integrative review. Int J Nurs Stud. 2021;121:104000. 10.1016/j.ijnurstu.2021.104000 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.World Health Organization. Infection prevention and control guidance for long-term care facilities in the context of COVID-19: interim guidance, 8 January 2021. https://apps.who.int/iris/handle/10665/338481 Accessed March 30 2023; 2021.
  • 31.Ito T, Hirata-Mogi S, Watanabe T, et al. Change of use in community services among disabled older adults during COVID-19 in Japan. Int J Environ Res Public Health. 2021;18(3):1148. 10.3390/ijerph18031148 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Feder S, Smith D, Griffin H, et al. ‘Why couldn’t I go in to see him?’ Bereaved families’ perceptions of end-of-life communication during COVID-19. J Am Geriatr Soc. 2021;69(3):587–592. 10.1111/jgs.16993 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Ersek M, Smith D, Griffin H, et al. End-of-life care in the time of COVID-19: communication matters more than ever. J Pain Symptom Manage. 2021;62(2):213–222.e2. 10.1016/j.jpainsymman.2020.12.024 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Anderson-Shaw LK, Zar FA. COVID-19, moral conflict, distress, and dying alone. J Bioeth Inq. 2020;17(4):777–782. 10.1007/s11673-020-10040-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Kawashima T, Nomura S, Tanoue Y, et al. Excess all-cause deaths during coronavirus disease pandemic, Japan, January-May 20201. Emerg Infect Dis. 2021;27(3):789–795. 10.3201/eid2703.203925 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Yoneoka D, Kawashima T, Makiyama K, Tanoue Y, Nomura S, Eguchi A. Geographically weighted generalized Farrington algorithm for rapid outbreak detection over short data accumulation periods. Stat Med. 2021;40(28):6277–6294. 10.1002/sim.9182 [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

je-34-493-s001.zip (705.3KB, zip)

Articles from Journal of Epidemiology are provided here courtesy of Japan Epidemiological Association

RESOURCES