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Table 5 Characteristics and results of lifetime modelling studies identified by included systematic reviews

From: Economic evaluation of community-based falls prevention interventions for older populations: a systematic methodological overview of systematic reviews

Study

Analysis; Perspective

Target population

Falls epidemiology

Intervention features

Evaluation resultsa

Methodological caveats

Church (2012) [46]

CEA/CUA; Public healthcare

Australian CD adults aged 65 + 

Data source: literature; expert opinion Fall type: non-MA fall; MA fall; hip fracture; fear of falling; fatal fall Economic: ED; inpatient; rehab.; LTC

Type: (i) General – Group exercise; Home exercise; Tai Chi; Multi-component int.; Multifactorial int.; Multifactorial risk assessment; (ii) High-risk – Group exercise; HAM; Multifactorial int.; (iii) Specific – Expedited cataract surgery; Cardiac pacing; Psychotropics withdrawal Comparator: UC; Cross comparisons Resource/cost: Per-participant cost only Implementation: 1-year maintenanceb

Ratios: (i) General – Tai Chi ICER £27,734 per QALY vs. UC; other interventions dominated; (ii) High-risk – Group exercise ICER £31,957 per QALY vs. UC; HAM ICER £36,298 per QALY vs. UC; Multifactorial int. dominated; (iii) Specific – Expedited cataract surgery dominated UC and other interventions. Aggregate: reports incremental cost, no. of falls avoided and QALY gain per intervention, but all interventions have same reachc (including those targeting high-risk and specific subgroups), and hence cannot compare aggregate impacts. Parameter uncertainty: CEAC; one-way sensitivity analyses on ICER Scenario analyses: No fear of falling had substantial impact

Unclear falls risk progression;d Recurrent falls not characterised;e Unclear intervention reach;c Unclear how high-risk subgroup identified; Mismatch between falls incidence and efficacy metrics; No fixed int. cost; No capacity constraints

Farag (2015) [42]

CUA; Public healthcare

Australian CD adults aged 65 + without prior fall

Data source: literature Fall type: non-MA fall; MA fall; fatal fall Economic: ED; inpatient; LTC

Type: Non-specific falls prevention int. with relative risk of 0.75 and per-participant cost of £420 Comparator: UC Resource/cost: Per-participant cost only Implementation: 50% uptake in base case; maintenance not stated

Ratios: ICER of £17,320 per QALY vs. UC Aggregate: incremental cost and QALY gain outcomes per person can be scaled up but unclear to what extent. Parameter uncertainty: CEAC; 57% probability of being cost-effective at AUS$50,000 threshold; one-way sensitivity analyses on ICER Scenario analyses: e.g., variation in uptake rate had little impact on ICER

Unclear falls risk progression;d Recurrent falls not characterised;e No discounting; No fixed int. cost; No capacity constraints

Johansson (2008) [40]

CUA; Societal

Swedish CD adults aged 65 + (n = 5,500)

Data source: int. study Fall type: hip fracture; excess mortality Economic: primary care; inpatient; outpatient; pharma.; LTC; informal care; productivity loss; comorbidity net consumption cost (in scenario)

Type: Multifactorial and environmental int.f Comparator: UC Resource/cost: Reports total int. cost; Includes cost of stakeholder involvement, volunteer labour and time opportunity cost Implementation: not stated

Ratio: intervention had higher health gain and lower cost (dominated) comparator Aggregate: total int. cost of £640,918; total costs savings of £647,970; total QALY gain of 35.16 Parameter uncertainty: Scatter plot Scenario analyses: Intervention dominated UC for age groups 65–79 and 80 + by sex. Scenarios that made intervention no longer dominant – doubled fracture risk; lower treatment cost of fracture; inclusion of comorbidity net consumption cost;g higher discount rate; no health/cost consequences of fracture beyond 1st year; 25% rise in int. cost

Unclear falls risk progression;d Quasi-experimental study for effectiveness evidence; No tiered threshold for evaluating societal outcomes;h Internal and external validation conducted

OMAS (2008) [47]

CEA/ROI; Public healthcare

Canadian CD adults aged 65 + 

Data source: routine data analysis Fall type: MA fall; excess mortality Economic: ED; inpatient; rehab.; LTC

Type: Exercise; HAM; Vitamin D & calcium; Psychotropics withdrawal; Gait stabilizing device; Eligibility for each intervention defined by relevant falls risk factor Comparator: UC Resource/cost: Per-participant cost only Implementation: Unique uptake and adherence rates for each intervention; Permanent maintenance for 1st year adherers

Ratio: All interventions dominated UC under CEA for men and women Aggregate: Reports net cost saving per person which can be scaled up to total for each intervention subgroup at regional level Parameter uncertainty: No analysis Scenario analyses: No analysis

Unclear falls risk progression;d Recurrent falls not characterised;e Mismatch between intervention need and falls risk;i Parameter uncertainty not assessed

Pega (2016) [48]

CUA; Public healthcare

New Zealand CD adults aged 65 + 

Data source: routine data analysis Fall type: indoor MA fall; fatal fall Economic: primary care; pharma.; rehab.; inpatient; comorbidity healthcare costj

Type: HAM Comparator: UC Resource/cost: Per-participant cost only Implementation: One-off HAM yields lifetime efficacy (10 years in scenario)

Ratio: HAM had ICER of £5,123 per QALY vs. UC in base case Aggregate: For base case, total int. cost was £82.5 million, total net cost vs. UC £62.6 million and total QALY gain 34,000. Parameter uncertainty: 95% uncertainty interval for ICER between below zero to £11,385 per QALY; one-way sensitivity analyses Scenario analyses: For secondary prevention scenario,k ICER was £1,139 per QALY, total int. cost £10.2 million, total net cost vs. UC, £3.5 million, and total QALY gain 20,100. Targeting those aged 75 + produced ICER of £8,956 per QALY, total net cost vs. UC £31.1 million, and total QALY gain 8,750. Subgroup analyses showed higher ICERs for Maori and men. Equity analyses showed that the higher ICERs can be mainly attributed to shorter life expectancies of Maori and men

Unclear falls risk progression;d Recurrent falls not characterised;e Routine data lacks individual identifier;l No background transition in health utilities; No fixed int. cost; No capacity constraints; No scenario estimating efficiency costm

  1. Abbreviation: CEA cost-effectiveness analysis, CD community-dwelling, CUA cost-utility analysis, ED emergency department, HAM home assessment and modification, ICER incremental cost-effectiveness ratio, int intervention, LTC long-term care admission, MA fall fall requiring medical attention, OMAS Ontario Medical Advisory Secretariat, pharma pharmaceuticals, QALY quality-adjusted life year, rehab rehabilitation, ROI return on investment, UC usual care
  2. aAll monetary units are converted to £ in year 2021 using the average consumer price index (CPI) between the original year of reported currency to 2019 (most recent year for CPI data) in the country of study and purchasing power parity (PPP) rate between the original currency and £ in year 2020 (most recent PPP data)
  3. bMaintenance refers to the duration of eligible persons receiving the intervention. Intervention effectiveness is a function of efficacy durability and maintenance period
  4. cIntervention reach refers to the number/proportion of persons receiving the intervention. It is a function of intervention’s normative reach defined by its eligibility criteria and targeting strategy and its implementation reach determined by the level of implementation (e.g., uptake, adherence, sustainability) within the eligible population
  5. dSpecifically, the study does not mention how falls risk progressed with age in the absence of falls incidence (which has a separate model state). Markov model should incorporate tunnel states to allow for secular risk progression, but this is not stated or graphically illustrated
  6. eMarkov models with 1-year cycles should assign the number of falls to individual fallers who experience at least one fall in a given 1-year cycle or include a separate model state for being a recurrent faller. Not incorporating recurrent falls would underestimate the health burden of falls
  7. fMultifactorial intervention in this study included tailored education, group balance exercises, Tai Chi, other physical activities and HAM. Environmental intervention included neighbourhood hazard removal and housing reconstruction
  8. gThe study incorporated cost of added life-years which was estimated as the consumption minus production level (i.e., net consumption) that varied by age group. The outcome changed from dominance to ICER of £16,980 per QALY
  9. hSocietal costs incur different opportunity cost to public sector costs. The cost-effectiveness threshold should be tiered or weighted to capture the differing opportunity costs across sectors
  10. i he study estimated the proportion of target population who would be eligible for each of the interventions according to the prevalence of falls risk factors that defined eligibility: exercise for mobile older persons without disability (65.8%); HAM for frail older persons with disability (16.9%); vitamin D for women with fracture risk factors (52.9% of female); psychotropics withdrawal for psychotropic users (11.8%); and gait stabilizers for mobile seniors without disability (65.8%). However, the falls risk in the model was determined only by age, sex and MA falls history. Hence, different intervention subgroups had similar falls risk despite contrasting risk factor profiles
  11. jThe study incorporated healthcare cost of added life-years and cost of dying (healthcare cost in last 6 months) which varied by age group and sex
  12. kThis scenario involved HAM targeted at subgroup with history of MA fall. This subgroup comprised 10% of target population
  13. lWithout individual identifiers, multiple falls experienced by the same person are counted as multiple fallers
  14. mThe study evaluated counterfactual scenarios where Maori/men had equal life expectancy as non-Maori/women and found that subgroup ICERs became similar. This, however, does not estimate the efficiency cost incurred if Maori/men are prioritised for intervention under the factual circumstance of lower life expectancy