A Benefit-Cost Analysis of BackTrack, a Multi-Component, Community-Based Intervention for High-Risk Young People in a Rural Australian Setting
Abstract
:1. Background
2. Methods
2.1. Economic Framework
2.1.1. Setting, Participants, Perspective, Timing
2.1.2. Baseline Specification
2.1.3. Program Attribution
2.1.4. Identification of Costs and Benefits
2.2. Measurement and Valuation of Costs
2.3. Measurement and Valuation of Benefits
2.3.1. Job Readiness, Literacy, Numeracy
2.3.2. High School Education
2.3.3. Vocational Further Education
2.3.4. Health System Engagement
2.3.5. Homelessness
2.3.6. Economic Productivity—Workforce Participation
2.3.7. Local Infrastructure
2.3.8. Crime
2.3.9. Program Income
2.4. Discrete Choice Experiment
2.5. Sensitivity Analysis
3. Results
3.1. Counterfactual Baseline
3.2. Costs and Benefits
3.3. Estimating the Benefit-Cost
3.4. Sensitivity Analysis
3.4.1. Parameter Variation
3.4.2. Discount Rate Variation
3.4.3. DWL
3.5. Intangible Benefits
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Knight, A.; Maple, M.; Shakeshaft, A.; Shakehsaft, B.; Pearce, T. Improving the evidence base for services working with youth at-risk of involvement in the criminal justice system: Developing a standardised program approach. Health Justice 2018, 6, 8. [Google Scholar] [CrossRef] [PubMed]
- Knight, A.; Havard, A.; Shakeshaft, A.; Maple, M.; Snijder, M.; Shakeshaft, B. The feasibility of embedding data collection into the routine service delivery of a multi-component program for high-risk young people. Int. J. Environ. Res. Public Health 2017, 14, 208. [Google Scholar] [CrossRef] [PubMed]
- Knight, A.; Shakeshaft, A.; Havard, A.; Maple, M.; Foley, C.; Shakeshaft, B. The quality and effectiveness of interventions that target multiple risk factors among young people: A systematic review. Aust. N. Z. J. Public Health 2017, 41, 54–60. [Google Scholar] [CrossRef] [PubMed]
- Drummond, M.; Sculpher, M.J.; Claxton, K.; Stoddart, G.L.; Torrance, G.W. Methods for the Economic Evaluation of Health Care Programmes, 4th ed.; Oxford University Press: Oxford, UK, 2015. [Google Scholar]
- Edmunds, K.; Ling, R.; Shakeshaft, A.; Doran, C.; Searles, A. Systematic Review of economic evaluations of interventions for high risk young people. BMC Health Serv. Res. 2018, 18, 660. [Google Scholar] [CrossRef] [PubMed]
- New South Wales Treasury. NSW Government Guidelines for Economic Appraisal: Policy and Guidelines Paper; NSW Treasury: Sydney, Australia, 2017.
- Husereau, D.; Drummond, M.; Petrou, S.; Carswell, C.; Moher, D.; Greenberg, D.; Augustovski, F.; Briggs, A.H.; Mauskopf, J.; Loder, E. Consolidated Health Economic Evaluation Reporting Standards (CHEERS) Statement. PharmacoEconomics. PharmacoEconomics 2013, 31, 361–367. [Google Scholar] [CrossRef] [PubMed]
- Armidale Regional Council. Census Results Armidale Regional Council Area; Armidale Regional Council: Armidale, Australia, 2016.
- Australian Bureau of Statistics. 5206.0 Australian National Accounts: National Income, Expenditure and Product; Australian Bureau of Statistics: Canberra, Australia, 2016.
- Gold, M.; Siegel, J.; Russell, L.; Weinstein, M. Cost-Effectiveness in Health and Medicine; Oxford University Press: New York, NY, USA, 1996. [Google Scholar]
- Rubin, D. Causal Inference Using Potential Outcomes: Design, Modeling, Decisions. J. Am. Stat. Assoc. 2005, 100, 322–331. [Google Scholar] [CrossRef]
- Balestra, S.; Backes-Gellner, U. Heterogeneous returns to education over the wage distribution: Who profits the most? Labour Econ. 2017, 44, 89–105. [Google Scholar] [CrossRef]
- Productivity Commission. Evaluation of the Pharmaceutical Industry Investment Program; AusInfo: Canberra, Australia, 2003. [Google Scholar]
- Housing Association’s Charitable Trust. Community Investment Values from the Social Value Bank 2014. Available online: www.socialvaluebank.org (accessed on 15 June 2015).
- Productivity Commission. Report on Government Services 2015; Australian Government: Canberra, Australia, 2015.
- Australian Bureau of Statistics. 2079.0—Census of Population and Housing: Community Profile, DataPack and TableBuilder Templates, Australia, 2016; Australian Bureau of Statistics: Canberra, Australia, 2017.
- Independent Economics. Cost-Benefit Analysis and Returns from Additional Investment in Vocational Education and Training; Independent Economics: Kingston, ACT, Australia, 2013. [Google Scholar]
- Eichler, K.; Wieser, S.; Brugger, U. The costs of limited health literacy: A systematic review. Int. J. Public Health 2009, 54, 313–324. [Google Scholar] [CrossRef] [PubMed]
- Armidale Dumaresq Council Community Safety Committee. Armidale Dumaresq Council Crime Prevention Strategy 2014–2018; Armidale Dumaresq Council: Armidale, Australia, 2014.
- Armidale Dumaresq Council. Armidale Dumaresq Community Strategic Plan 2013–2028; Armidale Dumaresq Council: Armidale, Australia, 2013.
- Byrnes, J.M.; Doran, C.M.; Shakeshaft, A.P. Cost per incident of alcohol-related crime in New South Wales. Drug Alcohol Rev. 2012, 31, 854–860. [Google Scholar] [CrossRef] [PubMed]
- Deeming, S.; Kypri, K. Costing alcohol-related assault in the night-time economy from a societal perspective: The case of Central Sydney. Drug Alcohol Rev. 2021, 40, 779–799. [Google Scholar] [CrossRef] [PubMed]
- Edmunds, K.; Wall, L.; Brown, S.; Searles, A.; Shakeshaft, A.; Doran, C. Exploring community-based options for reducing youth crime. Int. J. Environ. Res. Public Health 2021, 18, 5097. [Google Scholar] [CrossRef] [PubMed]
- Vass, C.; Rigby, D.; Payne, K. The Role of Qualitative Research Methods in Discrete Choice Experiments: A Systematic Review and Survey of Authors. Med. Dec. Mak. 2017, 37, 298–313. [Google Scholar] [CrossRef] [PubMed]
- Ryan, M.; Gerard, K.; Amaya-Amaya, M. (Eds.) Using Discrete Choice Experiments to Value Health and Health Care; Springer: Dordrecht, The Netherlands, 2008. [Google Scholar]
- McIntosh, E. Using discrete choice experiments within a cost-benefit analysis: Some considerations. Pharmacoeconom 2006, 29, 855–868. [Google Scholar] [CrossRef] [PubMed]
- Lanscar, E.; Louviere, J. Conducting discrete choice experiments to inform healthcare decision making: A user’s guide. Pharmacoeconom 2008, 26, 661–667. [Google Scholar]
- World Health Organization. Preventing Suicide: A Global Imperative; WHO: Geneva, Switzerland, 2014. [Google Scholar]
- Productivity Commission. Mental Health, Report No. 95; Productivity Commission: Canberra, Australia, 2020.
- Doran, C.M.; Kinchin, I. A review of the economic impact of mental illness. Aus. Health Rev. 2017, 43, 43–48. [Google Scholar] [CrossRef] [PubMed]
- Price-Robertson, R.; Rush, P.; Wall, L.; Higgins, D. Rarely an Isolated Incident: Acknowledging the Interrelatedness of Child Maltreatment, Victimisation and Trauma; Child Family Community Australia: Melbourne, Australia, 2013.
- McGorry, P.D.; Purcell, R.; Hickie, I.B.; Jorm, A.F. Investing in youth mental health is a best buy: The logic and plan for achieving early intervention in youth mental health in Australia. Med. J. Aust. 2007, 187, S5–S7. [Google Scholar] [CrossRef]
- Kinchin, I.; Doran, C.M. The Cost of Youth Suicide in Australia. Int J. Environ. Res. Public Health 2018, 15, 672. [Google Scholar] [CrossRef] [PubMed]
- Gibbons, S. The costs of urban property crime. Econ. J. 2004, 114, F441–F463. [Google Scholar] [CrossRef]
- Aos, S.; Lieb, R.; Mayfield, J.; Miller, M.; Pennucci, A. Benefits and Costs of Prevention and Early Intervention Programs for Youth; Washington State Institute for Public Policy: Olympia, WA, USA, 2004.
- Heckman, J.; Moon, S.; Pinto, R.; Savelyev, P.; Yavitz, A. A New Cost-Benefit and Rate of Return Analysis for the Perry Preschool Program: A Summary; NBER Working Paper No 16180; National Bureau of Economic Research: Cambridge, MA, USA, 2010.
- Lemon, M.; Pennucci, A.; Hanley, S.; Aos, S. Preventing and Treating Youth Marijuana Use: An Updated Review of the Evidence; Contract No.: Doc. No. 14-10-3201; Washington State Institute for Public Policy: Olympia, WA, USA, 2014.
Intervention Period | Post-Intervention Period | Total | |
---|---|---|---|
Costs | |||
Infrastructure & Equipment | $227,498 | $0 | $227,498 |
Operating costs (Labour) | $2,564,950 | $0 | $2,564,950 |
Operating costs (Non-labour) | $870,506 | $0 | $870,506 |
Additional health service costs | $28,272 | $7312 | $35,584 |
Administration of tax transfers | $10,762 | $0 | $10,762 |
Total costs (discounted) | $3,180,215 | $4836 | $3,185,040 |
Benefits | |||
Program Income | $306,174 | $0 | $306,174 |
Education/Training—job training, literacy & numeracy skills | $135,627 | $35,076 | $170,703 |
Education/Training—High school | $594,949 | $286,978 | $881,928 |
Education/Training—Vocational further education | $177,464 | $44,366 | $21,830 |
Physical health—Engagement with health services | $164,302 | $44,010 | $208,312 |
Homelessness & housing | $139,763 | $0 | $139,763 |
Employment—Increased productivity | $3,701,124 | $1,251,462 | $4,952,586 |
Local Government: Infrastructure vandalism (savings) | $168,331 | $0 | $168,331 |
Crime | $1,140,035 | $88,332 | $1,228,367 |
Total benefits (discounted) | $5,300,467 | $1,152,540 | $6,453,007 |
Intervention Period | Post-Intervention Period | Total | |
---|---|---|---|
NPV costs | $3,185,040 | $0 | $3,185,040 |
NPV benefits | $5,300,467 | $1,152,540 | $6,453,007 |
Net social benefit | $2,120,262 | $1,147,705 | $3,267,967 |
BCR | 2.03 |
Scenario | Worst | Central | Best |
---|---|---|---|
Result | |||
Benefit-Cost Ratio | 1.13 | 2.03 | 2.17 |
Scenario parameters | |||
Participant engagement decay rate (pa) | 75% | 50% | 25% |
High school/Vocational education: Completion rate | 70% | 80% | 90% |
High school/Vocational education: Attribution to BackTrack | 33% | 50% | 66% |
Innate talent assumption | 5% | 5% | 0% |
Vandalism: Attribution to Backtrack (reduction) | 17% | 33% | 50% |
Crime: Attribution to BackTrack | 33% | 50% | 66% |
Economic productivity: Baseline assumption i.e., without BackTrack | Equivalent to Year 8 high school achievers | Equivalent to no high school outcomes | Equivalent to no high school outcomes |
Sensitivity Analysis 1 (3%) | Sensitivity Analysis 2 (5%) | Base Case (7%) | Sensitivity Analysis 3 (10%) | |
---|---|---|---|---|
NPV costs | $3,474,025 | $3,323,731 | $3,185,040 | $2,996,148 |
NPV benefits | $13,506,061 | $9,032,351 | $6,453,007 | $4,312,190 |
Net social benefit | $10,032,036 | $5,708,620 | $3,267,967 | $1,316,041 |
BCA | 3.89 | 2.72 | 2.03 | 1.44 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Deeming, S.; Edmunds, K.; Knight, A.; Searles, A.; Shakeshaft, A.P.; Doran, C.M. A Benefit-Cost Analysis of BackTrack, a Multi-Component, Community-Based Intervention for High-Risk Young People in a Rural Australian Setting. Int. J. Environ. Res. Public Health 2022, 19, 10273. https://doi.org/10.3390/ijerph191610273
Deeming S, Edmunds K, Knight A, Searles A, Shakeshaft AP, Doran CM. A Benefit-Cost Analysis of BackTrack, a Multi-Component, Community-Based Intervention for High-Risk Young People in a Rural Australian Setting. International Journal of Environmental Research and Public Health. 2022; 19(16):10273. https://doi.org/10.3390/ijerph191610273
Chicago/Turabian StyleDeeming, Simon, Kim Edmunds, Alice Knight, Andrew Searles, Anthony P. Shakeshaft, and Christopher M. Doran. 2022. "A Benefit-Cost Analysis of BackTrack, a Multi-Component, Community-Based Intervention for High-Risk Young People in a Rural Australian Setting" International Journal of Environmental Research and Public Health 19, no. 16: 10273. https://doi.org/10.3390/ijerph191610273
APA StyleDeeming, S., Edmunds, K., Knight, A., Searles, A., Shakeshaft, A. P., & Doran, C. M. (2022). A Benefit-Cost Analysis of BackTrack, a Multi-Component, Community-Based Intervention for High-Risk Young People in a Rural Australian Setting. International Journal of Environmental Research and Public Health, 19(16), 10273. https://doi.org/10.3390/ijerph191610273