Key findings

Figure 1
Figure 1: Predicted user per hour by wave and park from adjusted models fit seperately within each park.

Notes: For case study 1, “Pre” data includes: December 04 to December 15, 2018, and “Post” data includes: Wave 1: December 04 to December 12, 2019; Wave 2; December 09 to December 19, 2021; Wave 3; December 03 to December 17, 2022. For case study 2, “Pre” data includes: September 23 to October 17, 2023, and “Post” data includes. Figures adjusted for weekend vs. weekday. Abbreviations: yrs= years; MVPA = moderate-to-vigorous physical activity.
Park and playground use increased in one case study, but not the other

Using the System for Observing Play and Recreation in Communities (SOPARC), researchers found different results across the two case studies.

As shown in Figure 1, there was no significant change in park or playground use, or in physical activity levels, following the renovation of the intervention park in Baltimore, MD. In contrast, all study outcomes increased significantly following the renovation of the intervention park in Rocky Mount, NC.

Geolocation data showed similar patterns over a longer period

The findings based on geolocation mobile device data followed a similar pattern to the SOPARC observations for playground use across both case studies and for both intervention and control parks.

However, the geolocation data covered a much longer observation period, with approximately six months of data from Placer.ai, compared with a few weeks for SOPARC. In addition, the geolocation data were analysed at the weekly level, whereas SOPARC results were based on hourly observations.

Context matters in playground evaluations

Using the adapted Guide for Evaluating Playground Interventions, researchers documented a range of contextual factors that may help explain the differences in findings between the two case studies. These factors included:

  • Timing of data collection (winter versus fall/spring, and pre-versus post COVID-19)
  • Neighbourhood demographics
  • Community involvement
  • Park size
  • Renovated amenities (Figure 2)

For example, observations in Baltimore began in 2019 and ended in 2022. During this period, the COVID-19 pandemic was associated with a decline in the population living near the park. As a result, fewer residents may have been exposed to use the renovated park.

Figure 2a Baltimore, MD
Figure 2a: Case study 1, Baltimore, MD – Pre-post renovation
Figure 2 Rocky Mount, DC
Figure 2b: Case study 2, Rocky Mount, DC – Pre-post renovation


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