Research Article

Estimating Measurement Error of the Patient Activation Measure for Respondents with Partially Missing Data

Table 2

Average absolute percent errors (APEs) between true PAM mean scores and simulated mean, minimum, and maximum scores, overall and separately by PAM levels.

MissingOverallLevel 1Level 2Level 3Level 4
APE (mean)APE (min)APE (max)APE (mean)APE (min)APE (max)APE (mean)APE (min)APE (max)APE (mean)APE (min)APE (max)APE (mean)APE (min)APE (max)

10.3%2.5%4.3%0.9%2.4%4.4%0.9%2.2%6.4%0.5%3.9%2.6%0.2%1.6%4.3%
20.2%5.4%7.8%0.3%6.0%7.7%1.0%5.6%12.0%0.4%7.3%5.8%0.4%3.4%7.1%
30.3%8.0%11.4%0.6%8.1%12.9%0.5%7.6%16.5%0.2%10.7%7.5%0.4%5.9%10.9%
40.3%10.5%14.4%0.5%11.9%19.7%1.6%8.6%18.3%0.7%12.1%8.3%0.4%9.7%14.8%
50.4%13.0%17.6%1.1%14.2%25.1%0.4%11.1%20.8%0.1%13.9%10.8%0.5%12.9%17.8%
60.3%15.9%20.9%0.5%17.7%30.9%0.5%14.1%22.3%0.0%15.2%12.8%0.3%16.8%22.1%
70.9%17.8%24.1%2.0%21.3%35.2%2.0%15.4%23.3%0.7%15.4%16.0%0.9%19.7%26.2%
80.7%20.8%27.4%1.6%23.4%39.5%1.2%19.7%25.5%0.3%17.3%19.3%0.6%23.2%29.6%
91.5%22.7%30.8%3.2%25.8%43.2%2.9%22.8%28.4%0.7%18.3%24.8%1.7%25.0%31.4%
101.8%25.2%33.3%3.7%26.9%45.8%3.2%27.1%31.0%0.6%20.6%28.8%2.1%27.4%32.6%
113.7%25.4%36.5%7.1%24.5%49.6%5.1%27.3%35.2%0.4%20.6%34.9%3.9%28.9%32.1%
127.3%29.7%44.4%14.7%30.3%62.0%8.4%35.8%47.9%2.9%25.5%45.4%6.7%34.3%32.7%