Examining Clinician Differences that Influence Ratings of the Probability of Harm and Rehospitalization on a Standard Dangerousness Assessment

Christina M. Harris

 University of Nebraska – Lincoln

 

                                                                                                 

 

Results

Analysis of variance was used to explore the relationship between working in a forensic facility or not, usefulness ratings of these assessments and the frequency these assessments are given as they relate to probability of harm ratings and probability of rehospitalization/ involuntary outpatient commitment.

Probability of Harm Ratings

Probability of Harm Ratings

          As hypothesized, there was a significant three way interaction of whether or not someone worked in a forensic facility, how useful they found these types of judgements for making decisions (usefulness rating), and the frequency of providing formal assessments (rarely/never, monthly, weekly) of “dangerousness” on total probability of harm ratings, F (2, 430) = 3.625, MSE= 1,694.271, p=.0270, r=.129, refer to Table 1 and Figure 1. Also as hypothesized, there was not a lot of variability in probability of harm ratings. Pairwise comparisons revealed that for those who work in a forensic facility, harm probability ratings were equivalent across the three levels of frequency whether the respondent had high or low usefulness ratings. Among those who do not work in a forensic facility, probabilities of harm ratings were also equivalent across the three levels of frequency but only if the respondent had high usefulness ratings. For those who did not work in a forensic facility and had low usefulness ratings, probability of harm ratings were equivalent for those who gave dangerousness assessments never/rarely to monthly and monthly to weekly and harm probability ratings were greater for those who gave assessments never/rarely than those who did weekly (r=.273).

          Among those who had low as well as high usefulness ratings, probability of harm ratings were equivalent among those who worked in a forensic facility and didn’t if they gave these assessments rarely/never and monthly. However among those who had low usefulness ratings and gave these assessments weekly, those who work in a forensic facility had higher probability of harm ratings than those who do not (r=.355). Results show the opposite effect for those who had high usefulness ratings such that if the respondent worked in a forensic facility and gave these assessments weekly, he/she reported lower probability of harm ratings (r=.262).

          Those who provide assessments of dangerousness never/rarely and monthly gave equivalent ratings of probability of harm whether they worked in a forensic facility or not and found these assessments useful or not. Among those that provided assessments of dangerousness weekly, those who worked in a forensic facility and had low usefulness ratings gave higher probability of harm ratings that those who had high usefulness ratings (r=.252). We see the opposite effect for those who give these assessments weekly and do not work in a forensic facility, with those with low usefulness ratings giving lower probability of harm ratings than those with high usefulness ratings (r=.385).

          There was not a significant two way interaction of frequency and whether or not participants worked in forensic facility as they relate to probability of harm ratings, F (2, 430) = .373, MSE= 1,694.271, p=.689, r=.042. This interaction was misleading for those who do not work in a forensic facility and had low usefulness ratings with those who give assessments never/rarely giving higher probability of harm ratings than those who give them weekly. This interaction was also misleading for those who had low usefulness ratings and gave these assessments weekly with those who work in a forensic lab giving higher probability of harm ratings than those who do not.  It was misleading for those with high usefulness ratings and gave these types of assessments weekly such that those who do not work in a forensic facility gave higher probability of harm ratings than those who do.

          There was not a significant two-way interaction of usefulness ratings and frequency as they relate to probability of harm ratings, F (2, 430) = .970, MSE= 1,694.271, p=.380, r=.067. This interaction was misleading for those who do not work in a forensic facility and had low usefulness ratings with those who give assessments never/rarely giving higher probability of harm ratings than those who give them weekly. It was misleading for those who had low usefulness ratings and gave these assessments weekly with those who work in a forensic lab giving higher probability of harm ratings than those who do not.  It was misleading for those with high usefulness ratings and gave these types of assessments weekly such that those who do not work in a forensic facility gave higher probability of harm ratings than those who do.

There was a significant two way interaction of whether or not participants worked in a forensic facility and how useful they found these assessments on probability of harm ratings (F (1, 430) = 8.746, MSE= 1,694.271, p=.003, r=.141) such that those who do not work in a forensic facility and had high usefulness ratings tended to have higher probability of harm ratings than those who had low usefulness ratings (r=.167). Refer to Table 2 for the means and standard deviations. Among those who worked in a forensic facility, probability of harm ratings were equivalent for those with high and low usefulness ratings.  This interaction was misleading among those who give these assessments very frequently (weekly) and work in a forensic facility however it was descriptive for those who do not work in a forensic facility.

There was not a significant main effect of frequency of providing formal assessments of “dangerousness” on probability of harm ratings F (2, 430) = .320, MSE= 1,694.271, p=.726, r=.039. This is misleading for those who do not work in a forensic facility and had low usefulness ratings with those who give assessments never/rarely giving higher probability of harm ratings than those who give them weekly.

There was not a significant main effect of whether a participant worked in a forensic facility or not, F (1, 430) = .001, MSE= 1,694.271, p=.971, r=.002, on probability of harm ratings.  This effect is misleading for those who had low usefulness ratings and gave these assessments weekly with those who work in a forensic lab giving higher probability of harm ratings than those who do not.  It was also misleading for those with high usefulness ratings and gave these types of assessments weekly such that those who do not work in a forensic facility gave higher probability of harm ratings than those who do.

There was not a significant main effect of usefulness ratings of these types of assessments on probability of harm ratings F (1, 430) = .006, MSE= 1,694.271, p=.937, r=.004. This is misleading for those who give these types of assessments weekly and work in a forensic facility, with those who had low usefulness ratings reporting higher probability harm than those with high usefulness ratings. It was misleading for those who give assessments weekly and do not work in a forensic facility with the opposite occurring, those with low usefulness ratings reporting lower probability of harm than those with high usefulness ratings.

Probability of Rehospitalization

          As hypothesized, there was a significant three way interaction of whether or not someone worked in a forensic facility, how useful they found these types of judgements for making decisions (usefulness rating), and the frequency of providing formal assessments of “dangerousness” on probability of rehospitalization ratings, F (2, 436) = 3.625, MSE= 1.326, p=.0270, r=.129, refer to Table 3 and Figure 2. As expected, there was not a lot of variability among ratings of rehospitalization. Pairwise comparisons revealed that for those who work in a forensic facility, probability of rehospitalization ratings were equivalent across the three levels of frequency whether the respondent high or low usefulness ratings. Among those who do not work in a forensic facility, probability of rehospitalization ratings were also equivalent across the three levels of frequency but only if the respondent had low usefulness ratings. For those who did not work in a forensic facility and had high usefulness ratings, probability of rehospitalization ratings were equivalent for those who gave dangerousness assessments never/rarely to monthly. However if they gave assessments weekly, respondents had higher probability of rehospitalization ratings than those who gave them never/rarely (r=.304) or monthly (r=.229). 

          Among those who had high usefulness ratings, probability of rehospitalization ratings were equivalent between those who work in forensics and those who do not across all three levels of frequency. Among those who had low usefulness ratings, probability of rehospitalization ratings were equivalent between those who worked in forensics and those who don’t only if they gave assessment never/rarely and monthly. If respondents gave assessments weekly, those who work in a forensic facility gave higher rehospitalization ratings than those who do not (r=.305).

           Those who provide assessments of dangerousness never/rarely and monthly gave equivalent ratings of rehospitalization whether they worked in a forensic facility or not and had high and low useful ratings. Among those who provide assessments weekly and worked in a forensic facility, ratings of rehospitalization were equivalent between those who had high and low useful ratings. However for those who gave assessments weekly and did not work in a forensic lab, those who had high usefulness ratings gave higher rehospitalization than those with low usefulness ratings (r=.331).

          There was not a significant two way interaction of whether or not someone worked in a forensic facility and how frequently they gave assessments of dangerousness as they relate to ratings of rehospitalization, (F (2, 436) = .294, MSE= 1.326, p=.745, r=.037). This was misleading for those who don’t work in a forensic facility and had high usefulness ratings as those who gave assessments weekly reported greater likelihood of rehospitalization than those who gave them never/rarely and monthly. This interaction was also misleading for those who had low usefulness ratings and gave these types of assessments weekly with those who worked in a forensic facility reporting a greater likelihood of rehospitalization.

          There was not a significant two way interaction of usefulness ratings and frequency as they relate to ratings of rehospitalization, F (2, 436) = .840, MSE= 1.326, p=.432, r=.062. This was misleading for those who don’t work in a forensic facility and had high usefulness ratings as those who gave assessments weekly reported greater likelihood of rehospitalization than those who gave them never/rarely and monthly. This was misleading for those who gave assessments weekly and do not work in a forensic facility, with those who had high usefulness ratings reporting greater likelihood of rehospitalization than those with low usefulness ratings.

          There was not a significant two way interaction of usefulness ratings and whether or not someone worked in a forensic facility, F (1, 436) = 2.603, MSE= 1.326, p=.107, r=.077. This interaction was misleading for those who had low usefulness ratings and gave these types of assessments weekly with those who worked in a forensic facility reporting a greater likelihood of rehospitalization. This interaction was also misleading for those who gave assessments weekly and do not work in a forensic facility, with those who had high usefulness ratings reporting greater likelihood of rehospitalization than those with low usefulness ratings.

There was not a significant main effect of frequency of providing formal assessments of “dangerousness” on likelihood of rehospitalization ratings F (2, 436) = 1.885, MSE= 1.326, p=.242, r=.093. This was misleading for those who don’t work in a forensic facility and had high usefulness ratings with those who gave assessments weekly reporting greater likelihood of rehospitalization than those who give them never/rarely and monthly.

There was not a significant main effect of whether a participant worked in a forensic facility or not, F (1, 436) = 1.996, MSE= 1.326, p=.158, r=.068, on likelihood of rehospitalization ratings. This was misleading for those who had low usefulness ratings and gave assessments weekly, with those who work in a forensic facility giving higher ratings of rehospitalization than those who do not.

There was not a significant main effect of usefulness ratings of these types of assessments on likelihood of rehospitalization ratings F (1, 436) =.027, MSE= 1.326, p=.870, r=.008. This is misleading for those who give these types of assessments weekly and do not work in a forensic lab, with those who had high usefulness ratings reporting greater likelihood of rehospitalization than those with low usefulness ratings.

 

Index Introduction Methods Discussion Table 1 Table 2 Table 3 Figure 1 Figure 2 References

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