Table 3. Characteristics and quality of PSM reporting (n = 92).
Methodology Characteristic | (N = 92) |
---|---|
Covariates Reported | |
Yes (%) | 89 (96.7) |
Justification Given (%) | 33 (37.1) |
No Justification Given (%) | 56 (62.9) |
No (%) | 3 (3.3) |
Summary Statistics Provided for Pre / Post-Matched Populations (%) | 33 (35.9) |
Balance Technique | |
Standardized Differences (%) | 21 (22.8) |
<10% (%) | 15 (71.4) |
<20% (%) | 1 (4.7) |
< 25% (%) | 1 (4.7) |
Not Reported (%) | 4 (19.0) |
P Values (%) | 39 (42.4) |
Graphically (%) | 2 (2.2) |
Not Reported (%) | 30 (32.6) |
Regression Model Provided (%) | 57 (62.0) |
Sensitivity Analysis Provided (%) | 4 (4.4) |
Matched Sample Size Included (%) | 75 (81.5) |
Type of Matching Algorithm Used * | |
Greedy NN no caliper (%) | 14 (15.2) |
Greedy NN within caliper (%) | 36 (39.1) |
Reported how it was generated (%) | 20 (55.5) |
Failed to Report how it was generated (%) | 16 (44.4) |
Optimal matching (%) | 1 (1.1) |
Reported how it was generated (%) | 1 (100.0) |
Failed to Report how it was generated (%) | 0 (0.0) |
Digit (%) | 1 (1.1) |
Not Reported (%) | 40 (43.5) |
Use of Statistical Methods that account for Matched Data? * | |
Yes (%) | 14 (15.2) |
No (%) | 63 (68.5) |
Not Reported (%) | 15 (16.3) |
Ratio Used * | |
1:1 (%) | 67 (72.8) |
1:2 (%) | 6 (6.5) |
1:3 (%) | 4 (4.3) |
Other (%) | 11 (12.0) |
Not Reported (%) | 4 (4.3) |
With or Without Replacement? * | |
Without (%) | 21 (22.8) |
With (%) | 1 (1.1) |
Not Reported (%) | 70 (76.0) |
Reproducibility Score | |
0/4 (%) | 1 (1.1) |
1/4 (%) | 11 (12.0) |
2/4 (%) | 29 (31.5) |
3/4 (%) | 35 (38.0) |
4/4 (%) | 16 (17.4) |
*Criteria used to determine Reproducibility Score