Forecasted and Actual Federal Custody Populations: 2017-2018
Research Highlights: Recent population forecasts of federal custody populations appear to be viable and accurate.
Research in Brief- PDF
Why we are doing this study
The Correctional Service of Canada (CSC) refreshed its institutional population forecasts in 2017. A previously developed forecasting model was applied to produce new population estimates from the end of March 2017 to the year-end of 2027. The following provides a status report on the accuracy of the new population estimates after one-year in 2018.
What we did
A forecasting database of weekly snapshots of institutional counts from 1990/91 to 2016/17 was derived from the CSC Offender Management System. The historical time series in-custody population database was used to develop alternative and provisional scenarios for men and women up to 2027. Projections for men and women offenders in federal custody were estimated separately, as historical trends for these two groups differ significantly.
SAS/ETS software was used for exploring and analyzing univariate time series data and to select the best-fitting model. Computing estimates for each security level across the five administrative regions of CSC added precision by taking into account variations that occur over time with these sub-populations.
What we found
Population forecasts are taken to the last Tuesday midnight institutional count of the fiscal year. On 27 March 2018, the national actual “physically-in” count was reported to be 13,967. By fiscal year-end 2017-18, the national forecast was estimated to be 13,942. Overall, there was found to be a slight forecast difference of -25, a very narrow margin of error was obtained -0.18% (or <.5%).
With respect to men in-custody on 27 March 2018, the actual count was reported to be 13,288. For fiscal year-end 2017-18, the forecast for men was estimated to be 13,258. For men, there was found to be a smaller forecast difference of -30, similarly a very thin margin of error was obtained -0.23% (or <.5%).
In relation to women in-custody on 27 March 2018, the actual count was reported to be 679. For fiscal year-end 2017-18, the forecast for women was estimated to be 684. For women, there was found to be a small forecast difference of +5, again a narrow margin of error was obtained +0.73% (or < 1%).
For regional forecasts, the smaller population bases necessarily increase the forecast to observed differences. Variation (+/-) in differences was observed across the regions. Not surprisingly, differences were relatively small and cumulatively offsetting at the national level.
|Fiscal Year-end||Forecast||Observed Value||Forecast to
What it means
All-in-all, the national institutional count is reflective of the end-of-year national forecast estimates. As had been anticipated, by year end the actual count landed proximal to the forecasted estimates. At this time, it appears that the current approach to CSC population forecasting exercises is methodologically sound and continued evaluation assists in the development of future models.
For more information
Please e-mail the Research Branch or contact us by phone at (613) 995-3975.
You can also visit the Research Publications section for a full list of reports and one-page summaries.
Prepared by: Larry Motiuk and Ben Vuong
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