Research identity

Methods that stand up to clinical, payer, and peer-review scrutiny.

Akin works across observational study design, systematic reviews, causal inference, survival analysis, microcosting, survey-weighted analysis, and validated SAS/R/Python workflows.

Research themes

Focused evidence programs

Real-world evidence and health systems

Population-level methods for therapy funding, costing, utilization, and outcomes in public payer environments.

Movement behaviours and brain health

Evidence synthesis on physical activity, sedentary time, sleep, and dementia risk across cohort studies.

Oncology outcomes and supportive care

Observational study design and statistical pipelines for gynecologic oncology and supportive care delivery.

NHANES and chronic disease epidemiology

Complex survey analysis linking biomarkers, metabolic syndrome, viral exposures, and mortality outcomes.

Thesis prototype

Movement Behaviours and Dementia Evidence Explorer

An interactive research prototype based on the published meta-analysis of physical activity, sedentary behaviour, sleep duration, and incident dementia among community-dwelling adults aged 35 years and older.

Regular physical activity

Combined relative-risk pattern

0.95 RR-5% vs reference patternNear reference pattern
Regular physical activity0.75 RR

95% CI: 0.68 to 0.82

8+ sedentary hours per day1.27 RR

95% CI: 1.17 to 1.39

Short sleep, under 7 hours1.18 RR

95% CI: 1.09 to 1.28

Long sleep, over 8 hours1.28 RR

95% CI: 1.15 to 1.43

Research prototype only. This educational visualization combines pooled relative-risk estimates and is not a clinical risk calculator or medical advice.

Missing

Thesis PDF

Reserved for the full thesis manuscript, abstract, citation, defense date, supervisor details, and download link.

Missing

Dataset

Reserved for dataset metadata, study population, variable dictionary, access notes, and reproducibility constraints.

Supplementary evidence

Available materials now mapped into the prototype

The available dementia and treadmill supplementary files have been converted into public-facing summaries. Raw Word/PDF source files are not hosted in this version.

Available

Dementia SRMA supplement

Movement behaviours and incident dementia

Supplementary materials now support the prototype with search strategy details, study-characteristic tables, funnel-plot inventories, and risk-of-bias assessments.

49 physical activity studies; pooled RR 0.75, 95% CI 0.68 to 0.82

17 sleep-duration studies; short sleep RR 1.18 and long sleep RR 1.28

3 sedentary-behaviour studies; prolonged sitting RR 1.27, 95% CI 1.17 to 1.39

Tables and methods

  • S1 MEDLINE search strategy
  • S2 physical activity study characteristics
  • S3 sleep duration study characteristics
  • S4 sedentary behaviour study characteristics
  • S9-S11 risk-of-bias assessments

Figure inventory

  • S5 funnel plot: physical activity
  • S6 funnel plot: short sleep
  • S7 funnel plot: long sleep
  • S8 funnel plot: sedentary behaviour
Available

Treadmill desk SRMA supplement

Treadmill desks, energy expenditure, sitting time, and cardiometabolic health

Supplementary files now provide table-level evidence for laboratory and workplace settings, plus forest-plot and funnel-plot figure inventories.

Laboratory setting: energy expenditure +105.23 kcal/hour, 95% CI 90.41 to 120.04

Laboratory setting: VO2 +5.0 mL/kg/min, 95% CI 3.35 to 6.64

Workplace setting: full-day sitting time -1.73 minutes/hour, 95% CI -3.30 to -0.17

Workplace setting: working-hours sitting time -3.58 minutes/hour, 95% CI -7.17 to 0.02

Tables and methods

  • Table 1 laboratory study characteristics
  • Table 2 workplace study characteristics
  • Table 3 laboratory meta-analysis results
  • Table 4 workplace meta-analysis results
  • Electronic search strategy

Figure inventory

  • Figure 1 PRISMA flow diagram
  • Figure 2 laboratory forest plots
  • Figure 3 workplace forest plots
  • Figure 4 laboratory funnel plots
  • Figure 5 workplace funnel plots

Publications

Selected peer-reviewed work

2026 | Lead author

The relationships between physical activity, sedentary behaviour, sleep, and dementia: A systematic review and meta-analysis of cohort studies

PLOS ONE

2025 | Co-author and statistician

Predictors of supportive care in young adults diagnosed with a gynaecologic malignancy

Journal of Obstetrics and Gynaecology Canada

2024 | Co-author

Association between human papillomaviruses, metabolic syndrome, and all-cause death; analysis of the U.S. NHANES 2003-2004 to 2015-2016

PLOS ONE

2021 | Lead author

A systematic review and meta-analysis of the effect of treadmill desks on energy expenditure, sitting time and cardiometabolic health in adults

BMC Public Health

2021 | Lead author

Associations between elevated kidney and liver biomarker ratios, metabolic syndrome, and all-cause and coronary heart disease mortality

BMC Cardiovascular Disorders

2021 | Lead author

Trends in serum AST-to-ALT ratio among U.S. adults

Metabolic Syndrome and Related Disorders

CV

Experience and training

Senior Methodologist, Sector Capacity and Performance

Ontario Health (Cancer Care Ontario)

Led real-world evidence, microcosting, and administrative data methods for high-cost therapies and provincial funding models.

Biostatistician, Clinical Research in Brain Health

Baycrest Hospital, Rotman Research Institute

Directed statistical methodology for Ministry-funded initiatives, randomized trials, program evaluations, and digital health interventions.

Senior Statistician, Gynecologic Oncology

Sunnybrook Research Institute

Provides methodological and biostatistical oversight for observational oncology studies, protocols, SAPs, and manuscripts.

Research Consultant, Epidemiology and Biostatistics

York University, Faculty of Health

Designed epidemiologic analyses, systematic reviews, meta-analyses, and NHANES pipelines for population health research.

Education

PhD, Epidemiology, York University, 2018 - 2024

MSc, Epidemiology, York University, 2016 - 2018

BA, Specialized Honours, Kinesiology and Health Science, York University, 2011 - 2015

Media

Research in public conversation