Table 4.
Fuzzy Set Truth Table Analysis Results
| Model | Outcome | Conditions | Solution | Consistency | Raw Cover-Age | Unique Cover-Age |
|---|---|---|---|---|---|---|
| 1 | Low ODC | Provider reporting | Weak provider reporting AND Low SES, OR | 0.99 | 0.29 | 0.22 |
| Low SES | Strong provider reporting AND Women or seniors | 0.91 | 0.31 | 0.23 | ||
| Women or seniors | ||||||
| Total recipe | 0.94 | 0.53 | ||||
| 2 | Low ODC | Team care-diabetes | Low SES, OR | 0.92 | 0.44 | 0.13 |
| Low SES | Women or seniors, OR | 0.81 | 0.36 | 0.07 | ||
| Women or seniors | Weak team care-diabetes | 0.85 | 0.48 | 0.11 | ||
| Total recipe: | 0.83 | 0.74 | ||||
| 3 | Low ODC | Provider reporting | Low SES, OR | 0.92 | 0.44 | 0.13 |
| Team care-diabetes | Women or seniors, OR | 0.81 | 0.36 | 0.07 | ||
| Low SES | Weak team care-diabetes | 0.85 | 0.48 | 0.11 | ||
| Women or seniors | ||||||
| Total recipe: | 0.83 | 0.74 | ||||
| 4 | Low PSUTD | Provider reporting | BMI, OR | 0.82 | 0.64 | 0.22 |
| Low SES | Not enough info AND Women or seniors, OR | 0.93 | 0.33 | 0.08 | ||
| Women or seniors | Not enough info AND Low SES, OR | 0.87 | 0.39 | 0.04 | ||
| BMI | Weak provider reporting AND Enough information AND NOT Women or seniors | 0.93 | 0.26 | 0.01 | ||
| Not enough information | ||||||
| Total recipe: | 0.83 | 0.81 | ||||
| 5 | Low PSUTD | Preventive services | BMI, OR | 0.82 | 0.64 | 0.19 |
| Low SES | Not enough information AND Women or seniors, OR | 0.93 | 0.33 | 0.06 | ||
| Women or seniors | Not enough information AND Low SES, OR | 0.87 | 0.39 | 0.06 | ||
| BMI | Weak preventive services AND Enough information AND NOT Women or seniors | 0.95 | 0.29 | 0.02 | ||
| Not enough information | ||||||
| Total recipe: | 0.82 | 0.82 | ||||
| 6 | Low PSUTD | Provider reporting | BMI, OR | 0.82 | 0.64 | 0.19 |
| Preventive services | Not enough information AND Women or seniors, OR | 0.93 | 0.33 | 0.06 | ||
| Low SES | Not enough information AND Low SES, OR | 0.87 | 0.39 | 0.04 | ||
| Women or seniors | Weak provider reporting AND Enough information AND NOT Women or seniors, OR | 0.93 | 0.26 | 0.01 | ||
| BMI | Weak preventive services AND Strong provider reporting | 0.91 | 0.24 | 0.02 | ||
| Not enough information | ||||||
| Total recipe: | 0.81 | 0.83 | ||||
| 7 | NOTRECOMMEND | Provider reporting | Weak provider reporting AND NOT Women or seniors, OR | 0.96 | 0.42 | 0.1 |
| Low SES | Communication problems AND NOT Women or seniors | 0.92 | 0.66 | 0.25 | ||
| Women or seniors | Strong provider reporting AND Women or seniors AND NOT Low SES | 0.89 | 0.26 | 0.04 | ||
| Communication problems | ||||||
| Total recipe: | 0.88 | 0.82 |
The solution (or “causal” recipe) for each model is made up of a series of configurations, each of which is a sufficient condition for the outcome. For example, the solution for model 1 is interpreted as follows: (weak provider reporting AND low socioeconomic status) OR (strong provider reporting AND specializing in geriatrics or women's health) are each SUFFICIENT CONDITIONS for low ODC scores. Each sufficient configuration has a consistency, raw coverage, and unique coverage. The overall solution for each model also has a consistency and a coverage.
SES, socioeconomic status.