Excess mortality in Yorkshire and The Humber - 20 March 2020 to 04 December 2020
Experimental Statistics
Generated on 2020-12-14
Introduction
Monitoring excess mortality provides understanding of the impact of COVID-19 during the course of the pandemic and beyond. Excess mortality in this report is defined as the number of deaths in 2020 which are above the number expected based on mortality rates in earlier years.
In this report the expected number of deaths is modelled using five years of data from preceding years to estimate the number of deaths we would expect on each day in 2020. Excess deaths are estimated by week and in total since 20 March 2020, based on the date each death was registered rather than when it occurred. Excess deaths are presented by age, sex, Upper Tier Local Authority, ethnic group, level of deprivation, cause of death and place of death.
All Persons
Figure 1: Weekly excess deaths by date of registration, Yorkshire and The Humber.
The trend in total excess deaths by week, in Yorkshire and The Humber, since week ending 27 March 2020 is shown in Figure 1. Numbers above each of the columns show the total number of excess deaths and how these compare with the expected number based on modelled estimates for 2015 to 2019. For example, in week ending 10 April 2020 there were 664 excess deaths and this was over one and a half times (1.74 times higher) the expected number of deaths in this week. When fewer deaths than expected occur in a week, the column is coloured grey.
Excess deaths where COVID-19 was mentioned on the death certificate are shown in orange. If the number of deaths is not shown in the orange part of the column, that means the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected in these weeks.
The number of excess deaths without COVID-19 mentioned on the certificate (shown in the white part of the column) may be due to an increase in deaths from other causes during the period of the pandemic but may also reflect under-reporting of deaths involving COVID-19.
Figure 2: Cumulative deaths since 20 March 2020, by date of registration, Yorkshire and The Humber.
The trend in the total cumulative number of excess deaths in Yorkshire and The Humber since 20 March 2020 is shown in Figure 2.
Age Group Males
Figure 3: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B) by age group, males, Yorkshire and The Humber.
Figure 3A for males can be used to compare the cumulative total of excess deaths since 20 March 2020 between age groups.
Figure 3B compares the cumulative total of excess deaths among males with the number which would have been expected based on the modelled estimates for earlier years. Where the ratio of observed to expected is negative, this is shown in grey. The proportion of the excess where COVID-19 was mentioned on the death certificate is shown in yellow.
| Table 1 - Males | ||||||
|---|---|---|---|---|---|---|
| Age group (years) | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| 0-14 | 120 | 133 | -* | −13 | 3 | - |
| 15-44 | 784 | 599 | 1.31 | 185 | 24 | 13.0% |
| 45-64 | 3,135 | 2,434 | 1.29 | 701 | 401 | 57.2% |
| 65-74 | 4,324 | 3,435 | 1.26 | 889 | 771 | 86.7% |
| 75-84 | 6,952 | 5,573 | 1.25 | 1,379 | 1,553 | >100%+ |
| 85+ | 6,613 | 5,442 | 1.22 | 1,171 | 1,509 | >100%+ |
|
*
registered deaths were not significantly different from expected deaths for the time period
+
the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected
|
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Why ratios are important
Ratios can be useful for comparing between groups when the expected number is very different between groups.
For example, if group A had 5 excess deaths and group B had 10, it could appear that the impact was twice as high in group B. However, if the expected number of deaths was 1 in group A and 5 in group B, and the registered numbers of deaths were 6 and 15 respectively, then the ratios would show that group A experienced 6 times the number of deaths compared to expected, while group B experienced 3 times the number expected. Therefore, the actual relative impact is higher in group A.
The ratios presented in this report are relative to historical trends within each group, and not in relation to another group. For example, in the ethnicity section the ratio for the Asian group is the ratio between deaths in this group registered in 2020 and the estimate of expected deaths in the Asian group based on the preceding 5 years. It is not the ratio between the Asian group and another ethnic group.
Age Group Females
Figure 4: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B) by age group, females, Yorkshire and The Humber.
Figure 4A for females can be used to compare the cumulative total of excess deaths since 20 March 2020 between age groups.
Figure 4B shows the ratio of the observed to the expected deaths by age group among females since 20 March 2020. This chart can be used to compare the relative excess mortality between age groups.
| Table 2 - Females | ||||||
|---|---|---|---|---|---|---|
| Age group (years) | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| 0-14 | 106 | 104 | -* | 2 | 0 | 0.0% |
| 15-44 | 423 | 331 | 1.28 | 92 | 31 | 33.9% |
| 45-64 | 2,058 | 1,636 | 1.26 | 422 | 199 | 47.1% |
| 65-74 | 2,890 | 2,432 | 1.19 | 458 | 384 | 83.8% |
| 75-84 | 5,803 | 4,919 | 1.18 | 884 | 1,073 | >100%+ |
| 85+ | 9,660 | 8,391 | 1.15 | 1,269 | 1,800 | >100%+ |
|
*
registered deaths were not significantly different from expected deaths for the time period
+
the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected
|
||||||
Ethnic Group Males
Figure 5: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B) by ethnic group, males, Yorkshire and The Humber.
Figure 5A for males can be used to compare the cumulative total of excess deaths since 20 March 2020 between ethnic groups.
Figure 5B shows the ratio of the observed to the expected deaths by ethnic group among males since 20 March 2020. This chart can be used to compare relative excess mortality between ethnic groups.
| Table 3 - Males | ||||||
|---|---|---|---|---|---|---|
| Ethnic group | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| Asian | 679 | 412 | 1.65 | 267 | 224 | 83.8% |
| Black | 178 | 132 | 1.35 | 46 | 42 | 92.1% |
| Mixed | 62 | 48 | -* | 14 | 11 | 73.7% |
| Other | 125 | 141 | -* | −16 | 29 | - |
| White | 20,175 | 16,341 | 1.23 | 3,834 | 3,714 | 96.9% |
|
*
registered deaths were not significantly different from expected deaths for the time period
|
||||||
Ethnic Group Females
Figure 6: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B) by ethnic group, females, Yorkshire and The Humber.
Figure 6A for females can be used to compare the cumulative total of excess deaths since 20 March 2020 between ethnic groups.
Figure 6B shows the ratio of the observed to the expected deaths by ethnic group among females since 20 March 2020. This chart can be used to compare relative excess mortality between ethnic groups.
| Table 4 - Females | ||||||
|---|---|---|---|---|---|---|
| Ethnic group | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| Asian | 515 | 318 | 1.62 | 197 | 134 | 67.9% |
| Black | 101 | 100 | -* | 1 | 20 | >100%+ |
| Mixed | 46 | 35 | -* | 11 | 6 | 57.4% |
| Other | 100 | 77 | -* | 24 | 19 | 80.4% |
| White | 19,484 | 16,752 | 1.16 | 2,732 | 3,105 | >100%+ |
|
*
registered deaths were not significantly different from expected deaths for the time period
+
the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected
|
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Ethnicity coding
Ethnicity is not collected at death registration, so these estimates were made by linking death records to hospital records to find the ethnicity of the deceased. This approach has some limitations. Ethnicity is supposed to be self-reported by the patient in hospital records, but this may not always be the case. Patients may also report different ethnicities in different episodes of care. For this analysis the most recent reported ethnic group was used. Population estimates have been used to calculate mortality rates to estimate the expected numbers of deaths, and these were based on the 2011 Census. This may lead to a mismatch between ethnicity reported in hospital records and self-reported ethnicity in the census. It appears, for example, that more people are assigned to the ‘Other’ group in hospital records than in the 2011 Census.
Deprivation
Figure 7: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B) by deprivation quintile, Yorkshire and The Humber.
Figure 7A can be used to compare the cumulative total of excess deaths since 20 March 2020 between deprivation quintiles.
Figure 7B shows the ratio of the observed to the expected deaths by deprivation quintile since 20 March 2020. This chart can be used to compare relative excess mortality between deprivation quintiles.
| Table 5 | ||||||
|---|---|---|---|---|---|---|
| Deprivation quintile | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| Quintile 1 - Most Deprived | 13,330 | 10,696 | 1.25 | 2,634 | 2,641 | >100%* |
| Quintile 2 | 7,854 | 6,409 | 1.23 | 1,445 | 1,463 | >100%* |
| Quintile 3 | 7,677 | 6,500 | 1.18 | 1,177 | 1,360 | >100%* |
| Quintile 4 | 7,930 | 6,692 | 1.19 | 1,238 | 1,328 | >100%* |
| Quintile 5 - Least Deprived | 6,077 | 5,147 | 1.18 | 930 | 956 | >100%* |
|
*
the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected
|
||||||
Upper Tier Local Authority
Figure 8: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B) by Upper Tier Local Authority, Yorkshire and The Humber.
Figure 8A can be used to compare the cumulative total of excess deaths since 20 March 2020 between Upper Tier Local Authorities.
Figure 8B shows the ratio of the observed to the expected deaths by Upper Tier Local Authority since 20 March 2020. This chart can be used to compare relative excess mortality between Upper Tier Local Authorities.
| Table 6 | ||||||
|---|---|---|---|---|---|---|
| Upper Tier Local Authority | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| Barnsley | 2,253 | 1,720 | 1.31 | 533 | 465 | 87.2% |
| Bradford | 3,903 | 3,029 | 1.29 | 874 | 821 | 94.0% |
| Calderdale | 1,566 | 1,338 | 1.17 | 228 | 200 | 87.7% |
| Doncaster | 2,742 | 2,131 | 1.29 | 611 | 560 | 91.6% |
| East Riding of Yorkshire | 3,064 | 2,694 | 1.14 | 370 | 472 | >100%* |
| Kingston Upon Hull, City of | 2,027 | 1,656 | 1.22 | 371 | 364 | 98.1% |
| Kirklees | 3,293 | 2,639 | 1.25 | 654 | 578 | 88.4% |
| Leeds | 5,383 | 4,516 | 1.19 | 867 | 1,126 | >100%* |
| North East Lincolnshire | 1,343 | 1,181 | 1.14 | 162 | 160 | 99.0% |
| North Lincolnshire | 1,331 | 1,224 | -+ | 107 | 179 | >100%* |
| North Yorkshire | 5,069 | 4,471 | 1.13 | 598 | 720 | >100%* |
| Rotherham | 2,430 | 1,869 | 1.30 | 561 | 521 | 92.9% |
| Sheffield | 4,139 | 3,371 | 1.23 | 768 | 843 | >100%* |
| Wakefield | 2,893 | 2,344 | 1.23 | 549 | 538 | 97.9% |
| York | 1,432 | 1,246 | 1.15 | 186 | 201 | >100%* |
|
*
the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected
+
registered deaths were not significantly different from expected deaths for the time period
|
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Deaths by underlying cause
See ICD10 references for the details of the ICD10 codes for each cause in this section.
Figure 9: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B) by underlying cause of death, Yorkshire and The Humber.
Figure 9A shows the total cumulative excess deaths by UCOD since 20 March 2020. The chart can be used to compare the number of excess deaths for each UCOD.
This chart can be used to compare the cumulative total of excess deaths since 20 March 2020 between underlying causes.
Figure 9B shows the ratio of the observed to the expected deaths by UCOD since 20 March 2020. This chart can be used to compare relative excess mortality between underlying causes of death.
| Table 7 | ||||||
|---|---|---|---|---|---|---|
| Underlying cause of death | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| Ischaemic Heart Diseases | 4,050 | 3,873 | -* | 177 | 88 | 49.6% |
| Cerebrovascular Diseases | 2,094 | 1,871 | 1.12 | 223 | 51 | 22.8% |
| Other Circulatory Diseases | 2,945 | 2,849 | -* | 96 | 69 | 71.7% |
| Cancer | 10,107 | 10,123 | -* | −16 | 133 | - |
| Acute Respiratory Infections | 1,486 | 1,569 | -* | −83 | 1 | - |
| Chronic Lower Respiratory Diseases | 1,867 | 2,115 | 0.88 | −248 | 31 | - |
| Other Respiratory Diseases | 539 | 716 | 0.75 | −177 | 7 | - |
| Dementia and Alzheimer's | 4,595 | 4,429 | -* | 166 | 168 | >100%+ |
| Diseases of the Urinary System | 556 | 477 | 1.16 | 79 | 30 | 38.2% |
| Cirrhosis and Other Liver Diseases | 655 | 590 | -* | 65 | 21 | 32.4% |
| Parkinson's Disease | 475 | 481 | -* | −6 | 18 | - |
| All Other Causes (Excl. COVID-19) | 6,458 | 6,405 | -* | 53 | 90 | >100%+ |
|
*
registered deaths were not significantly different from expected deaths for the time period
+
the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected
|
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Place of Death
Figure 10: Cumulative excess deaths (A) and the ratio of registered deaths to expected deaths (B), by place of death, Yorkshire and The Humber.
Figure 10A shows the total cumulative excess deaths in each place of death since 20 March 2020. The chart can be used to compare the numbers of excess deaths in each place of death. This chart can be used to compare the cumulative total of excess deaths since 20 March 2020 between places of death.
Figure 10B shows the ratio of the observed to the expected deaths in each place of death since 20 March 2020. This chart can be used to compare relative excess mortality between places of death.
| Table 8 | ||||||
|---|---|---|---|---|---|---|
| Place of death | Registered deaths | Expected deaths | Ratio registered / expected | Excess deaths | COVID-19 deaths | COVID-19 deaths as % excess |
| Care Home (Nursing or Residential) | 10,532 | 7,699 | 1.37 | 2,833 | 2,323 | 82.0% |
| Home | 12,128 | 8,957 | 1.35 | 3,171 | 398 | 12.6% |
| Hospice | 2,066 | 2,478 | 0.83 | −412 | 98 | - |
| Hospital (Acute or Community, not Psychiatric) | 17,001 | 15,449 | 1.10 | 1,552 | 4,887 | >100%* |
| Other Places | 1,141 | 915 | 1.25 | 226 | 42 | 18.6% |
|
*
the total excess was less than the number of deaths with a mention of COVID-19, indicating fewer deaths from other causes than expected
|
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Comparisons to other measures of excess deaths in England
The Office for National Statistics also publishes a weekly report on excess deaths in England & Wales. The numbers reported by ONS are broadly in line with the overall excess death figures in this report but there are some differences as the ‘expected’ numbers in this report are not just the simple five-year average for 2015 to 2019, as used by ONS. As explained in the Methods, they are instead modelled estimates which adjust for factors such as the ageing of the population and the underlying trend in mortality rates from year to year. The ONS report also defines weeks as seven-day periods ending on a Friday. Excess deaths in this report were estimated only for weekdays, with deaths registered on a Saturday added to the preceding Friday each week.
EuroMOMO is a European mortality monitoring programme that aims to measure excess deaths related to seasonal influenza and other public health threats that uses a standardised methodology across 24 European countries. The methodology used by EuroMOMO is similar to that used by the PHE model, however, the EuroMOMO model looks at deaths by date of occurrence, and the PHE model looks at deaths by date of registration. Because there is a time lag between date of occurrence of death and date of registration, analysis of excess deaths by date of occurrence requires a delay correction, the reliability of which improves over time. These two models produce very similar results but with small differences due to the delay correction applied by EuroMOMO.
The PHE Daily GRO mortality model is used in PHE’s COVID-19 surveillance report for all-cause mortality. It uses a 5-year average to estimate expected deaths, similar to that used by the ONS but with a trend included. It looks at deaths by date of occurrence based on rapidly reported deaths from the General Register Office and uses a registration delay correction, the reliability of which improves over time. Overall, the excess deaths are similar in the COVID-19 surveillance report and this report, but may show some differences in specific weeks due to use of occurrence date compared with registration date, and in recent weeks due to the delay corrections.
Links to historic reports
ICD10 references
| Cause description | ICD10 reference |
|---|---|
| Ischaemic heart diseases | Underlying cause of death I20-I25 |
| Cerebrovascular diseases | Underlying cause of death I60-I69 |
| Other circulatory diseases | Underlying cause of death begins with I (excluding I20-I25 and I60-I69) |
| Cancer | Underlying cause of death C00-C97 |
| Acute respiratory infections | Underlying cause of death J00-J22 |
| Chronic lower respiratory diseases | Underlying cause of death J40-J47 |
| Other respiratory diseases | Underlying cause of death begins with J (excluding J00-J22 and J40-J47) |
| Dementia and Alzheimer’s | Underlying cause of death is F01, F03 or G30 |
| Diseases of the urinary system | Underlying cause of death is between N00-N39 |
| Cirrhosis and other liver diseases | Underlying cause of death is between K70-K76 |
| Parkinson’s disease | Underlying cause of death is G20 |
| All other causes (excl. COVID-19) | All other underlying causes of death (excluding COVID-19) |
Code repository
The code used to create this report is stored here.