Is headspace making a difference to young people’s lives?

Evaluation-of-headspace-program Evaluation-of-headspace-program

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4. Outcomes of headspace Clients change. A reliable change (RC) in K10 scores is one that represents a statistically significant improvement over the course of the headspace intervention. Significance is measured at the 5% level. A clinically significant improvement occurs when the change in K10 score is both reliably significant and also moves the headspace client below the threshold K10 score that represents the functional benchmark for the general population. Results of these methods of analyses (DID and CSC) are reported in this chapter. These methods are complementary and provide similar results, revealing a pattern of small program effect. 4.1 How do young people’s outcomes change after using headspace services? Overall results for young people attending headspace The mean baseline K10 score for the 26,058 young people recorded in the hCSA who attended headspace in the 2013/14 financial year and had more than one recorded K10 score was 28.8. The mean last K10 score 24 for the sample was 26.5 indicating an average decrease of 2.3 points. However, as shown in Table 4.1 below, there were significant differences within the sample. Overall, almost half (47%, n=12,233) of young people’s K10 scores decreased: 13.3% experienced a clinically significant improvement, 9.4% a reliable improvement and 24.3% an insignificant improvement. Table 4.1 below shows the mean reduction or increase between the first and last recorded K10 scores for those in each categorization. The mean reduction for those who showed a clinically significant improvement was 14.6 points. Almost 29% of young people experienced no change in their K10 score. As shown in further analysis presented below (suicidal ideation and self-harm), it is possible for headspace to make an impact on clients’ wellbeing even if their psychological distress does not improve. For example, a few parents interviewed for the evaluation commented that while their young person had not improved noticeably in terms of their mental health functioning, they had not deteriorated and this for them represented a successful intervention. As one parent commented, ‘if it wasn’t for headspace my son would be dead or in gaol’. Almost one in four young people (24.3%) experienced an increase in their K10 score (that is a deterioration in their psychological distress). Of the latter group, 4.5% experienced a clinically significant decline, 4.9% a reliable decline and 14.9% an insignificant decline. Overall, the level of psychological distress reduced significantly (clinically or reliably) for more than double the number of headspace clients whose psychological distress increased (5,908 compared with 2,457; Table 4.1). Table 4.1 K10 changes for all young people and by first and last K10 recorded Characteristics CS improve RS improve Insig improve no change Insig decline RS decline CS decline N=3,455 N=2,453 N=6,325 N=7,477 N=3,891 N=1,274 N=1,183 N=26,058 % % % % % % % % All young people 13.3 9.4 24.3 28.7 14.9 4.9 4.5 100 K10 Score Mean First 32 36.6 29.6 27 26.6 28.3 18.1 28.8 Mean Last 17.4 25.8 24.8 27 31.3 39.2 32.2 26.5 Change 14.6 10.8 4.8 0 -4.7 -10.9 -14.1 2.3 Notes: Calculations are based on the change in the Kessler K10 measure of psychological distress of headspace clients between the first and last recorded visit to registered headspace centres. A reliably significant improvement (RS improve) or decline (RS decline) represents a statistically significant change at a size of 5%. A clinically significant improvement (CS improve) occurs when the change in K10 is both reliably significant and moves the headspace client below the threshold (age and gender specific) for the general population. Thresholds for clinical significance are calculated using the combined (c-threshold) method of Jacobson and Truax (1991). Figures are based on those young people who received a headspace service within the 2013/14 financial year. Source: Authors calculations from hCSA data. Young people who first attended headspace with very high or high levels of psychological distress (49.1%) were most likely to experience clinically or reliably significant improvements in their levels of distress. Almost two in three young people (64.9%) who experienced clinically significant improvements had very high levels of distress when they first attended headspace. The remaining Total 24 Young people are asked to complete the K10 at each occasion of service. The last recorded K10 score is not always an exit score and will include young people who are still receiving treatment. Social Policy Research Centre 2015 headspace Evaluation Final Report 42

4. Outcomes of headspace Clients 35.1% had high levels of distress. Of the group who experienced a reliable change, 82.2% had commenced headspace with very high levels of distress, 8.7% with high and 9.1% with moderate levels of distress. Young people who attended headspace with low or moderate levels of distress were overrepresented in the group who experienced a clinically significant decline (a worsening of their distress levels). While 8.4% of the sample had a low K10 score when they first attended headspace and 14.4% a moderate K10 score, they accounted for 24.5 and 54.4% respectively of the group who experienced a clinically significant decline (Figure 4.1). Figure 4.1 K10 changes by commencing K10 group (%) Source: Authors calculations from hCSA data. Changes in K10 scores differed for young people presenting with different primary issues and by the number of occasions of service they received. Young people presenting with a primary issue of mental health and behavioural problems experienced decreases in their K10 scores (i.e. improvements in their psychological distress). In contrast, psychological distress deteriorated between visits 2 and 3 for the group of young people who presented with a primary issue of sexual or physical health problems. Young people with alcohol and other drug issues experienced an initial deterioration in psychological distress, but levels fluctuated across their occasions of service, with a steep increase in average K10 scores displayed between visits 9 and 10 (Figure 4.2). The findings may be influenced by the smaller sample size. Social Policy Research Centre 2015 headspace Evaluation Final Report 43

4. Outcomes of <strong>headspace</strong> Clients<br />

change. A reliable change (RC) in K10 scores is one that represents a statistically significant<br />

improvement over the course of the <strong>headspace</strong> intervention. Significance is measured at the 5%<br />

level. A clinically significant improvement occurs when the change in K10 score is both reliably<br />

significant and also moves the <strong>headspace</strong> client below the threshold K10 score that represents the<br />

functional benchmark for the general population.<br />

Results of these methods of analyses (DID and CSC) are reported in this chapter. These methods<br />

are complementary and provide similar results, revealing a pattern of small program effect.<br />

4.1 How do <strong>young</strong> <strong>people’s</strong> outcomes change after using <strong>headspace</strong> services?<br />

Overall results for <strong>young</strong> people attending <strong>headspace</strong><br />

The mean baseline K10 score for the 26,058 <strong>young</strong> people recorded in the hCSA who attended<br />

<strong>headspace</strong> in the 2013/14 financial year and had more than one recorded K10 score was 28.8.<br />

The mean last K10 score 24 for the sample was 26.5 indicating an average decrease of 2.3 points.<br />

However, as shown in Table 4.1 below, there were significant <strong>difference</strong>s within the sample. Overall,<br />

almost half (47%, n=12,233) of <strong>young</strong> <strong>people’s</strong> K10 scores decreased: 13.3% experienced a clinically<br />

significant improvement, 9.4% a reliable improvement and 24.3% an insignificant improvement. Table<br />

4.1 below shows the mean reduction or increase between the first and last recorded K10 scores<br />

for those in each categorization. The mean reduction for those who showed a clinically significant<br />

improvement was 14.6 points. Almost 29% of <strong>young</strong> people experienced no change in their K10<br />

score. As shown in further analysis presented below (suicidal ideation and self-harm), it is possible<br />

for <strong>headspace</strong> <strong>to</strong> make an impact on clients’ wellbeing even if their psychological distress does<br />

not improve. For example, a few parents interviewed for the evaluation commented that while their<br />

<strong>young</strong> person had not improved noticeably in terms of their mental health functioning, they had not<br />

deteriorated and this for them represented a successful intervention. As one parent commented, ‘if it<br />

wasn’t for <strong>headspace</strong> my son would be dead or in gaol’.<br />

Almost one in four <strong>young</strong> people (24.3%) experienced an increase in their K10 score (that is a<br />

deterioration in their psychological distress). Of the latter group, 4.5% experienced a clinically<br />

significant decline, 4.9% a reliable decline and 14.9% an insignificant decline. Overall, the level of<br />

psychological distress reduced significantly (clinically or reliably) for more than double the number of<br />

<strong>headspace</strong> clients whose psychological distress increased (5,908 compared with 2,457; Table 4.1).<br />

Table 4.1 K10 changes for all <strong>young</strong> people and by first and last K10 recorded<br />

Characteristics<br />

CS<br />

improve<br />

RS<br />

improve<br />

Insig<br />

improve<br />

no<br />

change<br />

Insig<br />

decline<br />

RS<br />

decline<br />

CS<br />

decline<br />

N=3,455 N=2,453 N=6,325 N=7,477 N=3,891 N=1,274 N=1,183 N=26,058<br />

% % % % % % % %<br />

All <strong>young</strong> people 13.3 9.4 24.3 28.7 14.9 4.9 4.5 100<br />

K10 Score Mean First 32 36.6 29.6 27 26.6 28.3 18.1 28.8<br />

Mean Last 17.4 25.8 24.8 27 31.3 39.2 32.2 26.5<br />

Change 14.6 10.8 4.8 0 -4.7 -10.9 -14.1 2.3<br />

Notes: Calculations are based on the change in the Kessler K10 measure of psychological distress of <strong>headspace</strong> clients<br />

between the first and last recorded visit <strong>to</strong> registered <strong>headspace</strong> centres. A reliably significant improvement (RS improve)<br />

or decline (RS decline) represents a statistically significant change at a size of 5%. A clinically significant improvement<br />

(CS improve) occurs when the change in K10 is both reliably significant and moves the <strong>headspace</strong> client below the<br />

threshold (age and gender specific) for the general population. Thresholds for clinical significance are calculated using the<br />

combined (c-threshold) method of Jacobson and Truax (1991). Figures are based on those <strong>young</strong> people who received<br />

a <strong>headspace</strong> service within the 2013/14 financial year.<br />

Source: Authors calculations from hCSA data.<br />

Young people who first attended <strong>headspace</strong> with very high or high levels of psychological distress<br />

(49.1%) were most likely <strong>to</strong> experience clinically or reliably significant improvements in their levels<br />

of distress. Almost two in three <strong>young</strong> people (64.9%) who experienced clinically significant<br />

improvements had very high levels of distress when they first attended <strong>headspace</strong>. The remaining<br />

Total<br />

24<br />

Young people are asked <strong>to</strong> complete the K10 at each occasion of service. The last recorded K10 score is not always<br />

an exit score and will include <strong>young</strong> people who are still receiving treatment.<br />

Social Policy Research Centre 2015<br />

<strong>headspace</strong> Evaluation Final Report<br />

42

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