Skip to main content
. 2024 Mar 9;24:62. doi: 10.1186/s12874-024-02184-8

Table 2.

Design characteristics (rationale for ITS, data handling and model structure) of included studies

Characteristics n or median % or IQR
Rationale for ITS
Did the author give the reason/rationale for using ITS study design? (N = 153)
 Yes 43 28.1
Clearly segment time? (N = 153)
 Yes 153 100.0
Use of control group (N = 153)
 Yes 19 12.4
Type of control (N = 19)a
 Characteristic 11 57.9
 Location 6 31.6
 Historical 1 5.3
 Outcome 1 5.3
Data collection and aggregation
Data collection (N = 153)
 Retrospective 141 92.2
 Prospective 12 7.8
For studies used prospective data, if they have pre-specified protocol? (N = 12)
 Yes 2 16.7
Raw data (N = 153)
 Contained individual-level data 127 83.0
 Only contained aggregated-level data 26 17.0
Analysis unit b (N = 153)
 Aggregated unit 149 97.4
 Individual unit 4 2.6
Time intervals used for ITS with aggregated unit (N = 149)
 Month 110 73.8
 Quarter 17 11.4
 Week 7 4.7
 Year 6 4.0
 Day 4 2.7
 Six-month 2 1.3
 Two-week 2 1.3
 Two-month 1 0.7
Number of time points (N = 149)c 48 30, 72
Did the author give the rationale for the number of time points? (N = 149)
 Yes 31 20.8
The ITS model structure
Type of ITS impact model (N = 153)
 Level and slope change 139 90.8
 Level change only 6 3.9
 Slope change only 6 3.9
 Unclear 2 1.3
Did the author give the rationale for using this model? (N = 153)
 Yes 21 13.7
Did the author allow for a delay impact? (N = 153)
 Yes 42 27.5
Methods of dealing with delay (N = 42)d, e
 Sensitivity 19 45.2
 Segment 11 26.2
 Excluded 10 23.8
 Delay 6 14.3
Did the author give the rationale for setting the transition period? (N = 42)
 Yes 23 54.8

aLocation: use a different area as control; Outcome: use an outcome not affected by the intervention as control; Characteristic: use a group not targeted by an intervention as control; Historical: compare a previous group to a current group

bAggregated data refer to summary statistics (e.g., mean, percentage, median) calculated across individual data

cWe reported the median and interquartile range (25% and 75%)

dDelay: where the delay was acknowledged and included in pre- or post-interruption segment; Excluded: where a separate segment was used for the delay time period, but this was excluded from the analysis; Segment: where a separate segment was used for the delay time period, and this was included in analysis; Sensitivity: where the delay was modelled as part of a sensitivity analysis, but ignored in main analysis)

eSome studies used more than one method to deal with delay