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. 2024 Jul 3;11:e55964. doi: 10.2196/55964

Table 2.

Certainty of the evidence (artificial intelligence for increasing physical activity [PA]).

Outcome Effect Participants (studies) Certainty of the evidence (GRADEa)b Comment
  • Increased number of steps, distance walked, or time spent on PA

  • Follow-up: mean 9.4 weeks

  • Increased walked distance [36]

  • exceeded step goal [28]

  • more steps [32]

  • increased walking minutes [39]

  • increased time spent on PA [38]

  • n=260 (3 pre-post studies, 1 RCTc, and 1 observational study)

B: moderate We have a moderate level of confidence that the actual impact closely aligns with the estimated effect.
  • Change in PA behavior and abilities to perform behavior

  • Follow-up: mean 13.3 weeks

  • Feeling more stimulated to engage in PAs [30]

  • change in walking behaviors [25]

  • improved behaviors related to PA [35]

  • improved ability to do sports [37]

  • n=98 reported (number not explicitly reported in 2 studies)

  • 3 RCTs, 1 pre-post study

D: very low We have a very low level of confidence in the estimated effect.

aGRADE: Grading of Recommendations Assessment, Development, and Evaluation.

bScale of 4 degrees, where A denotes the highest quality and D denotes the lowest quality.

cRCT: randomized controlled trial.