For details about what each indicator is measuring, see the underlying indicators for the ONS Health Index for England.
Domain | Sub-domain | Indicator | Year | Source | License | Indicator Code Added to R/ |
Data Added to data/ |
---|---|---|---|---|---|---|---|
Healthy Lives | Behavioural risk factors | Alcohol Misuse | 2020-2022 | ONS | OGL3 | ✔️ - used alcohol related deaths as proxy | ✔️ |
Healthy Lives | Behavioural risk factors | Drug Misuse | 2022 | ONS - drug misuse ONS - population estimates | OGL3 | ✔️ - used drug related deaths as proxy | ✔️ |
Healthy Lives | Behavioural risk factors | Healthy Eating | 2021-2023 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Behavioural risk factors | Physical Activity | 2021-2023 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Behavioural risk factors | Sedentary behaviour | 2021-2023 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Behavioural risk factors | Sexually transmitted infections (testing rate) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Behavioural risk factors | Sexually transmitted infections (diagnosis) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Behavioural risk factors | Smoking | 2021-2023 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Children and young people | Early Years Development | 2017 | StatsWales | OGL3 | ✔️ - used Foundation Phase as proxy, had to use 2017 data as Welsh Government stopped publishing local authority level foundation level data from 2018 onwards | ✔️ |
Healthy Lives | Children and young people | Pupil Absence | 2022/2023 | Welsh Government, Welsh Government | OGL3 | ✔️ - used percentage of primary school absences and secondary school absences as proxy, split into two separate indicators | ✔️ |
Healthy Lives | Children and young people | Pupil Attainment | 2022/23 | StatsWales | OGL3 | ✔️ - used Key Stage 4 Interim Measures of Literacy Point Score and Numeracy Point Score as proxy, split into two datasets | ✔️ |
Healthy Lives | Children and young people | Teenage pregnancy | 2020/2021 | ONS - teenage pregnancyONS - population estimates | OGL3 | ✔️ - used 2020 data for Pembrokeshire and Monmouthshire as 2021 data was missing | ✔️ |
Healthy Lives | Children and young people | Young People's Education, Employment and Training | 2009/2010 | StatsWales | OGL3 | ✔️ - aged 16-20 used as proxy | ✔️ |
Healthy Lives | Physiological risk factors | Hypertension | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Physiological risk factors | Low Birth Weight | 2023 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Physiological risk factors | Overweight and Obesity in Adults | 2021-2023 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Physiological risk factors | Overweight and Obesity in Children (Reception) | 2022-2023 | PublicHealthWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Physiological risk factors | Overweight and Obesity in Children (Year 6) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Protective measures | Cancer Screening Attendace (Bowel) | 2021-2022 | NHS Wales | OGL3 | ✔️ - used age 58-74 as proxy | ✔️ |
Healthy Lives | Protective measures | Cancer Screening Attendace (Breast) | 2021-2022 | NHS Wales | OGL3 | ✔️ - used age 50-70 as proxy | ✔️ |
Healthy Lives | Protective measures | Cancer Screening Attendace (Cervical cancer aged 25-49 years old) | 2021-2022 | NHS Wales | OGL3 | ✔️ - used age 25-64 as proxy | ✔️ |
Healthy Lives | Protective measures | Child vaccination coverage (DTaP/IPV/Hib first birthday) | 2020-2021 | StatsWales | OGL3 | ✔️ - used percentage immunized against diphtheria, tetanus, whooping cough, polio and Haemophilus influenzae type b by second birthday, as separate indicators | ✔️ |
Healthy Lives | Protective measures | Child vaccination coverage (DTaP/IPV booster before fifth birthday) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Protective measures | Child vaccination coverage (Hib/MenC before second birthday) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Protective measures | Child vaccination coverage (MenB first birthday) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Protective measures | Child vaccination coverage (MenB booster before second birthday) | 2020-2021 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Protective measures | Child vaccination coverage (MMR before second birthday) | 2020-2021 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Protective measures | Child vaccination coverage (MMR fifth birthday) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Protective measures | Child vaccination coverage (PCV first birthday) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy Lives | Protective measures | Child vaccination coverage (PCV before second birthday) | 2020-2021 | StatsWales | OGL3 | ✔️ | ✔️ |
Healthy Lives | Protective measures | Child vaccination coverage (rotavirus first birthday) | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy People | Difficulties in daily life | Difficulty Completing Activities of Daily Living (ADLs) | 2022-23 | StatsWales | OGL3 | ✔️ - Does data need replacing/updating with IMD measure (Limiting long-term illness (rate per 100) - check if the data is the same): https://statswales.gov.wales/Catalogue/Community-Safety-and-Social-Inclusion/Welsh-Index-of-Multiple-Deprivation/WIMD-Indicator-data-2019/indicatordata-by-localauthority | ✔️ |
Healthy People | Difficulties in daily life | Disability Impacting Daily Activities | 2020 | Annual Population Survery | OGL3 | ✔️ | ✔️ |
Healthy People | Difficulties in daily life | Fraility | 2018-19 | Public Health Observatory | OGL3 | ✔️ - used hip fractures as proxy | ✔️ |
Healthy People | Mental health | Children’s Social, Emotional and Mental Health | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy People | Mental health | Depression | ❌ | ❌ | ❌ | ❌ - Can GP-recorded mental health condition (rate per 100) from IMD be used as proxy: https://statswales.gov.wales/Catalogue/Community-Safety-and-Social-Inclusion/Welsh-Index-of-Multiple-Deprivation/WIMD-Indicator-data-2019/indicatordata-by-localauthority | ❌ |
Healthy People | Mental health | Self-harm | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy People | Mental health | Suicides | 2020-22 | Public Health Observatory | OGL3 | ✔️ | ✔️ |
Healthy People | Mortality | Avoiable Deaths | 2019 | ONS | OGL3 | ✔️ | ✔️ |
Healthy People | Mortality | Healthy Life Expectancy | 2016-2018 | ONS | OGL3 | ✔️ | ✔️ |
Healthy People | Personal well-being | Anxiety | 2022-23 | Annual Population Survey | OGL3 | ✔️ | ✔️ |
Healthy People | Personal well-being | Happiness | 2022-23 | Annual Population Survey | OGL3 | ✔️ | ✔️ |
Healthy People | Personal well-being | Life Satisfaction | 2022-23 | Annual Population Survey | OGL3 | ✔️ | ✔️ |
Healthy People | Personal well-being | Life Worthwhileness | 2022-23 | Annual Population Survey | OGL3 | ✔️ | ✔️ |
Healthy People | Physical health conditions | Cancer | 2019 | IMD | OGL3 | ✔️ | ✔️ |
Healthy People | Physical health conditions | Cardiovascular Conditions: Atrial Fibrillation | ❌ | ❌ | ❌ | ❌ - ~30% of data is missing | ❌ |
Healthy People | Physical health conditions | Cardiovascular Conditions: CHD | 2022 | Health Map Wales | OGL3 | ✔️ - CHD mortality rate was used as a proxy | ✔️ |
Healthy People | Physical health conditions | Cardiovascular Conditions: Heart Failure | 2022-23 | Health Map Wales | OGL3 | ✔️ - heart failure admission rate was used as a proxy | ✔️ |
Healthy People | Physical health conditions | Cardiovascular Conditions: Peripheral Arterial Disease | ❌ | ❌ | ❌ | ❌ - data unavialble | ❌ |
Healthy People | Physical health conditions | Cardiovascular Conditions: Stroke and TIA | 2022-23 | Health Map Wales | OGL3 | ✔️ - stroke admission rate was used as a proxy | ✔️ |
Healthy People | Physical health conditions | Dementia | 2022 | Health Map Wales | OGL3 | ✔️ - dementia death rate was used as a proxy | ✔️ |
Healthy People | Physical health conditions | Diabetes | ❌ | ❌ | ❌ | ❌ - data unavailable | ❌ |
Healthy People | Physical health conditions | Kidney Disease | 2022 | Health Map Wales | OGL3 | ✔️ - urinary system mortality rate was used as a proxy | ✔️ |
Healthy People | Physical health conditions | Musculoskeletal Conditions: Osteoporosis | ❌ | ❌ | ❌ | ❌ - data unavialble | ❌ |
Healthy People | Physical health conditions | Musculoskeletal Conditions: Rheumatoid Arthritis | ❌ | ❌ | ❌ | ❌ - data unavialble | ❌ |
Healthy People | Physical health conditions | Respiratory Conditions: Asthma | 2022-23 | Health Map Wales | ✔️ - asthma emergency admission rate was used as a proxy | ✔️ | |
Healthy People | Physical health conditions | Respiratory Conditions: COPD | 2022 | Health Map Wales | ✔️ - COPD emergency admission rate was used as a proxy | ✔️ | |
Healthy Places | Access to green space | Private Outdoor Space | |||||
Healthy Places | Access to green space | Public Green Space | |||||
Healthy Places | Access to services | Distance to GP Services | |||||
Healthy Places | Access to services | Distance to Pharmacies | |||||
Healthy Places | Access to services | Distance to Sports or Leisure Facilities | |||||
Healthy Places | Access to services | Internet access | |||||
Healthy Places | Access to services | Patients offered acceptable GP practice appointments | |||||
Healthy Places | Crime | Low-level crime | 2023 | ONS | OGL3 | ✔️ | ✔️ |
Healthy Places | Crime | Personal crime | 2023 | ONS | OGL3 | ✔️ | ✔️ |
Healthy Places | Economic and working conditions | Child poverty | 2022 | DWP | OGL3 | ✔️ | ✔️ |
Healthy Places | Economic and working conditions | Job-related Training | |||||
Healthy Places | Economic and working conditions | Unemployment | |||||
Healthy Places | Economic and working conditions | Workplace Safety | |||||
Healthy Places | Living conditions | Air Pollution | |||||
Healthy Places | Living conditions | Household Overcrowding | 2021 | ONS | OGL3 | ✔️ | ✔️ |
Healthy Places | Living conditions | Noise complaints | |||||
Healthy Places | Living conditions | Road Safety | |||||
Healthy Places | Living conditions | Rough Sleeping | 2023-2024 | StatsWales | OGL3 | ✔️ | ✔️ |