Kelvin Jordan's Outputs (192)

Estimating the Cost and Carbon Output of Musculoskeletal Primary Care Management Decisions: A Retrospective Analysis of Electronic Health Records (2025)
Journal Article
Braybrooke, A., Pegg, M., Naylor, R., Bailey, J., Scott, J., Burgess, R., Yu, D., Wathall, S., Jordan, K. P., Malcolm, R., Holmes, H., Peat, G., Banerjee, A., & Hill, J. C. (in press). Estimating the Cost and Carbon Output of Musculoskeletal Primary Care Management Decisions: A Retrospective Analysis of Electronic Health Records. The International Journal of Health Planning and Management, https://doi.org/10.1002/hpm.3919

Background: Healthcare accounts for up to 5% of worldwide carbon emissions and costs global economies an estimated $9 trillion annually. Primary care accounts for up to one‐fifth of all NHS carbon emissions, with musculoskeletal (MSK) pain accounting... Read More about Estimating the Cost and Carbon Output of Musculoskeletal Primary Care Management Decisions: A Retrospective Analysis of Electronic Health Records.

Sequence Analysis to Phenotype Healthcare Patterns in Adults with Musculoskeletal Conditions Using Primary Care Electronic Health Records (2025)
Journal Article
Mathew, S., Peat, G., Parry, E., Wilkie, R., Jordan, K. P., Hill, J. C., & Yu, D. (in press). Sequence Analysis to Phenotype Healthcare Patterns in Adults with Musculoskeletal Conditions Using Primary Care Electronic Health Records. Arthritis Care & Research, 1-29. https://doi.org/10.1002/acr.25514

ObjectiveThe aim of this study was to apply sequence analysis (SA) to phenotype healthcare patterns of adult patients with musculoskeletal (MSK) conditions using primary care electronic health records and to investigate the association between these... Read More about Sequence Analysis to Phenotype Healthcare Patterns in Adults with Musculoskeletal Conditions Using Primary Care Electronic Health Records.

An application of matching algorithms to generalize small-area estimates of chronic pain prevalence to neighbourhoods across England (2025)
Journal Article
Quinn, L., Yu, D., Lynch, M., P Jordan, K., Wilkie, R., & Peat, G. (2025). An application of matching algorithms to generalize small-area estimates of chronic pain prevalence to neighbourhoods across England. Journal of Public Health, 1-9. https://doi.org/10.1093/pubmed/fdaf002

Background
Local decision-makers lack granular data on the prevalence of chronic pain in their populations. We applied matching methods to generalize estimates from one local survey in England to other neighborhoods across the country with a similar... Read More about An application of matching algorithms to generalize small-area estimates of chronic pain prevalence to neighbourhoods across England.

The Association Between Shift Work, Sleep Quality, and Health-Related Quality of Life Among Workers in the Logistics Industry. (2024)
Journal Article
Xu, Q., Li, Y., Xu, Q., Wu, Y., Ling, C., Jordan, K. P., & Chen, Y. (2024). The Association Between Shift Work, Sleep Quality, and Health-Related Quality of Life Among Workers in the Logistics Industry. Journal of Community Health, 1-10. https://doi.org/10.1007/s10900-024-01426-6

The booming online shopping industry has accelerated the growth of logistic services, often subjecting workers to irregular schedules. This study aims to examine the association between night-shift work and health-related quality of life among logist... Read More about The Association Between Shift Work, Sleep Quality, and Health-Related Quality of Life Among Workers in the Logistics Industry..

Gabapentinoid use and the risk of fractures in patients with inflammatory arthritis: nested case–control study in the Clinical Practice Research Datalink Aurum (2024)
Journal Article
Scott, I. C., Daud, N., Bailey, J., Twohig, H., Hider, S. L., Mallen, C. D., Jordan, K. P., & Muller, S. (2024). Gabapentinoid use and the risk of fractures in patients with inflammatory arthritis: nested case–control study in the Clinical Practice Research Datalink Aurum. BMC Medicine, 22(1), 575. https://doi.org/10.1186/s12916-024-03774-5

Background: Gabapentinoids are increasingly prescribed in inflammatory arthritis (IA), despite no trial evidence for efficacy at managing pain in this population. Observational studies in non-IA populations suggest gabapentinoids are associated with... Read More about Gabapentinoid use and the risk of fractures in patients with inflammatory arthritis: nested case–control study in the Clinical Practice Research Datalink Aurum.

Systematic review of prognostic factors for poor outcome in people living with dementia that can be determined from primary care medical records (2024)
Journal Article
Marshall, M., Jordan, J. L., Bajpai, R., Nimmons, D., Smith, T. M., Campbell, P., & Jordan, K. P. (2024). Systematic review of prognostic factors for poor outcome in people living with dementia that can be determined from primary care medical records. BMC Geriatrics, 24(1), Article 801. https://doi.org/10.1186/s12877-024-05389-0

Background: Dementia has a major impact on individuals, their families and caregivers, and wider society. Some individuals experience a faster decline of their function and health compared to others. The objective of this systematic review was to det... Read More about Systematic review of prognostic factors for poor outcome in people living with dementia that can be determined from primary care medical records.

Association of air pollution from a landfill site with primary care consultation (2024)
Preprint / Working Paper
Jordan, K. P., Muller, S., Usman, M., Bailey, J., Burton, C., Lawton, S. A., Mallen, C. D., Mason, K. J., Wathall, S., & van der Windt, D. A. Association of air pollution from a landfill site with primary care consultation

Background Waste landfill sites are associated with gaseous emissions and this air pollution can cause unpleasant smells (“malodour”). This causes concerns about its impact on the health of the local population. This study assessed change in general... Read More about Association of air pollution from a landfill site with primary care consultation.

AB0228 GABAPENTINOID USE AND THE RISK OF FRACTURES IN PEOPLE WITH INFLAMMATORY ARTHRITIS: NESTED CASE-CONTROL STUDY IN THE CLINICAL PRACTICE RESEARCH DATALINK (CPRD) AURUM (2024)
Presentation / Conference Contribution
Scott, I., Daud, N., Bailey, J., Twohig, H., Hider, S., Mallen, C., Jordan, K., & Muller, S. AB0228 GABAPENTINOID USE AND THE RISK OF FRACTURES IN PEOPLE WITH INFLAMMATORY ARTHRITIS: NESTED CASE-CONTROL STUDY IN THE CLINICAL PRACTICE RESEARCH DATALINK (CPRD) AURUM. Presented at EULAR 2024 European Congress of Rheumatology, 12-15 June. Vienna, Austria, Vienna

Background: Recent observational studies suggest gabapentinoids associate with an increased risk of fractures. The potential for confounding inherent to non-randomised studies of interventions, however, alongside th... Read More about AB0228 GABAPENTINOID USE AND THE RISK OF FRACTURES IN PEOPLE WITH INFLAMMATORY ARTHRITIS: NESTED CASE-CONTROL STUDY IN THE CLINICAL PRACTICE RESEARCH DATALINK (CPRD) AURUM.

P051 Trends in consultations for musculoskeletal pain in children and young people presenting to United Kingdom primary care: an electronic health record study (2024)
Presentation / Conference Contribution
Mason, K. J., Jordan, K. P., Bailey, J., Jöud, A., Jowett, S., Protheroe, J., Mughal, F., Snell, K. I. E., Thomas, M., & Dunn, K. M. (2024, April). P051 Trends in consultations for musculoskeletal pain in children and young people presenting to United Kingdom primary care: an electronic health record study. Poster presented at British Society for Rheumatology Annual Conference 2024

Background/Aims
Musculoskeletal pain in childhood increases the risk of such pain in adulthood but there is an absence of management guidance for this group, not helped by a lack of evidence on the extent and nature of pain in children. The aim was... Read More about P051 Trends in consultations for musculoskeletal pain in children and young people presenting to United Kingdom primary care: an electronic health record study.

Weight Management with Orlistat in Type 2 Diabetes - An Electronic Healthcare Records Study. (2024)
Journal Article
Ghosal, S., Heron, N., Mason, K., Bailey, J., & Jordan, K. (2024). Weight Management with Orlistat in Type 2 Diabetes - An Electronic Healthcare Records Study. British Journal of General Practice (BJGP), BJGP.2023.0684. https://doi.org/10.3399/bjgp.2023.0684

Orlistat is recommended as an adjunct to diet and exercise for weight loss in type 2 diabetes mellitus (T2DM). The aims were to explore (i) associations between patient characteristics and orlistat prescribing and to determine (ii) associations of or... Read More about Weight Management with Orlistat in Type 2 Diabetes - An Electronic Healthcare Records Study..

Chronic pain-mental health comorbidity and excess prevalence of health risk behaviours: a cross-sectional study (2024)
Journal Article
Lumley, S., Yu, D., Wilkie, R., Jordan, K. P., & Peat, G. (2024). Chronic pain-mental health comorbidity and excess prevalence of health risk behaviours: a cross-sectional study. Primary Health Care Research & Development, 25, 1-8. https://doi.org/10.1017/S1463423624000070

Background:
Chronic musculoskeletal pain and anxiety/depression are significant public health problems. We hypothesised that adults with both conditions constitute a group at especially high risk of future cardiovascular health outcomes.

Aim:
To... Read More about Chronic pain-mental health comorbidity and excess prevalence of health risk behaviours: a cross-sectional study.

The SelfSTarT intervention for low back pain patients presenting to first contact physiotherapists: A mixed methods service evaluation (2024)
Journal Article
Stevenson, K., Hadley‐Barrows, T., Evans, N., Campbell, L., Southam, J., Chudyk, A., Ellington, D., Jeeves, B., Jenson, C., Kleberg, S., Birkinshaw, H., Mair, F., Dziedzic, K., Peat, G., Jordan, K. P., Yu, D., Bailey, J., Braybooke, A., Mallen, C. D., & Hill, J. C. (2024). The SelfSTarT intervention for low back pain patients presenting to first contact physiotherapists: A mixed methods service evaluation. Musculoskeletal Care, 22(1), Article e1876. https://doi.org/10.1002/msc.1876

Introduction
Globally, back pain is the leading cause of years of disability. In the United Kingdom, over 20 million people live with musculoskeletal (MSK) pain, with low back pain being one of the most common causes. National strategies promote sel... Read More about The SelfSTarT intervention for low back pain patients presenting to first contact physiotherapists: A mixed methods service evaluation.

Pregnancy-Associated Cancer: A Systematic Review and Meta-Analysis (2024)
Journal Article
Walters, B., Midwinter, I., A. Chew-Graham, C., P. Jordan, K., Sharma, G., C. Chappell, L., J. Crosbie, E., Parwani, P., A. Mamas, M., & Wu, P. (2024). Pregnancy-Associated Cancer: A Systematic Review and Meta-Analysis. Mayo Clinic Proceedings, 8(2), 188-199. https://doi.org/10.1016/j.mayocpiqo.2024.02.002

This study aimed to systematically evaluate and quantify the risk of adverse maternal and neonatal outcomes in patients with pregnancy-associated cancer (PAC). This study was conducted from February 13, 2021, through July 24, 2023.... Read More about Pregnancy-Associated Cancer: A Systematic Review and Meta-Analysis.

Clinical effectiveness of pharmacological and non-pharmacological treatments for the management of anxiety in community dwelling people living with dementia: A systematic review and meta-analysis (2023)
Journal Article
Nimmons, D., Aker, N., Burnand, A., Jordan, K. P., Cooper, C., Davies, N., Manthorpe, J., Chew-Graham, C. A., Kingstone, T., Petersen, I., & Walters, K. (2023). Clinical effectiveness of pharmacological and non-pharmacological treatments for the management of anxiety in community dwelling people living with dementia: A systematic review and meta-analysis. Neuroscience and Biobehavioral Reviews, 157, 105507. https://doi.org/10.1016/j.neubiorev.2023.105507

Clinical effectiveness of treatments for the management of anxiety in community dwelling people living with dementia: a systematic review and meta‐analysis (2023)
Journal Article
Nimmons, D., Aker, N., Jordan, K. P., Cooper, C., Davies, N., Manthorpe, J., Chew‐Graham, C. A., Kingstone, T., Petersen, I., & Walters, K. (2023). Clinical effectiveness of treatments for the management of anxiety in community dwelling people living with dementia: a systematic review and meta‐analysis. Alzheimer's & dementia : the journal of the Alzheimer's Association, 19(S18), https://doi.org/10.1002/alz.074855

Background
People living with dementia commonly experience distress or behavioural and psychological symptoms, such as anxiety, which are associated with worse outcomes in this population. Symptoms of anxiety can be challenging to manage, as there i... Read More about Clinical effectiveness of treatments for the management of anxiety in community dwelling people living with dementia: a systematic review and meta‐analysis.

Pre-existing musculoskeletal pain and its association with mortality in newly diagnosed co-morbid conditions: an electronic health record cohort study (2023)
Journal Article
Marshall, M., Mason, K. J., Edwards, J. J., Mamas, M. A., Bailey, J., Heron, N., Achana, F. A., Frisher, M., Huntley, A. L., Mallen, C. D., Png, M. E., Tatton, S., White, S., & Jordan, K. P. (2023). Pre-existing musculoskeletal pain and its association with mortality in newly diagnosed co-morbid conditions: an electronic health record cohort study. Rheumatology Advances in Practice, 8(1), Article rkad104. https://doi.org/10.1093/rap/rkad104

Objective
Musculoskeletal pain is a common risk factor for co-morbid conditions and might increase the risk of poor outcomes. The objective was to determine whether patients with pre-existing musculoskeletal pain have an increased risk for mortality... Read More about Pre-existing musculoskeletal pain and its association with mortality in newly diagnosed co-morbid conditions: an electronic health record cohort study.

Perceived Epidemic Impacts and Mental Symptom Trajectories in Adolescents Back to School After COVID-19 Restriction: A Longitudinal Latent Class Analysis (2023)
Journal Article
Rong, R., Xu, Q., Jordan, K. P., & Chen, Y. (2023). Perceived Epidemic Impacts and Mental Symptom Trajectories in Adolescents Back to School After COVID-19 Restriction: A Longitudinal Latent Class Analysis. Journal of Adolescent Health, 74(3), 487-495. https://doi.org/10.1016/j.jadohealth.2023.09.011

Purpose
This study aimed to assess the impacts of COVID-19 epidemic on various life aspects and identify the trajectories of common mental symptoms among adolescents back to school after COVID-19 restriction. Furthermore, potential predictors associ... Read More about Perceived Epidemic Impacts and Mental Symptom Trajectories in Adolescents Back to School After COVID-19 Restriction: A Longitudinal Latent Class Analysis.

Addressing Child and Adolescent Musculoskeletal Pain: the CAM-Pain Programme - Code Lists (2023)
Data
Jordan, K., Mason, K., Bailey, J., Protheroe, J., Mughal, F., Thomas, M., Jöud, A., Jowett, S., Snell, K., & Dunn, K. (2023). Addressing Child and Adolescent Musculoskeletal Pain: the CAM-Pain Programme - Code Lists. [Data]

SNOMED Clinical terminology and Clinical Practice Record Datalink (CPRD) AURUM dataset code lists from CAM-Pain programme 2023:

The aim of the CAM-Pain programme is to improve the understanding, self-management, impact and healthcare of musculoske... Read More about Addressing Child and Adolescent Musculoskeletal Pain: the CAM-Pain Programme - Code Lists.

Estimating the direct healthcare utilization and cost of musculoskeletal pain among people with comorbidity: a retrospective electronic health record study (2023)
Journal Article
Png, M. E., Mason, K. J., Marshall, M., Jordan, K. P., Bailey, J., Frisher, M., Heron, N., Huntley, A. L., Mallen, C. D., Mamas, M. A., Tatton, S., White, S., Edwards, J. J., & Achana, F. (2023). Estimating the direct healthcare utilization and cost of musculoskeletal pain among people with comorbidity: a retrospective electronic health record study. Current Medical Research and Opinion, 1-8. https://doi.org/10.1080/03007995.2023.2271862

Objective
To investigate the impact of pre-existing painful musculoskeletal conditions on healthcare utilization and costs among patients with five common conditions: acute coronary syndrome (ACS), stroke, cancer, dementia and pneumonia.

Methods... Read More about Estimating the direct healthcare utilization and cost of musculoskeletal pain among people with comorbidity: a retrospective electronic health record study.

Analgesic Prescribing in Patients with Inflammatory Arthritis in England: Observational Studies in the Clinical Practice Research Datalink (2023)
Journal Article
Scott, I. C., Jordan, K. P., Twohig, H., Whittle, R., Muller, S., Hider, S. L., Mallen, C. D., & Bailey, J. (2023). Analgesic Prescribing in Patients with Inflammatory Arthritis in England: Observational Studies in the Clinical Practice Research Datalink. Rheumatology, Article kead463. https://doi.org/10.1093/rheumatology/kead463

Despite little evidence that analgesics are effective in inflammatory arthritis (IA), studies report substantial opioid prescribing. The extent this applies to other analgesics is uncertain. We undertook a comprehensive evaluation of analgesic prescr... Read More about Analgesic Prescribing in Patients with Inflammatory Arthritis in England: Observational Studies in the Clinical Practice Research Datalink.