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South J, Bagnall AM, Hulme C, et al. A systematic review of the effectiveness and cost-effectiveness of peer-based interventions to maintain and improve offender health in prison settings. Southampton (UK): NIHR Journals Library; 2014 Oct. (Health Services and Delivery Research, No. 2.35.)

Cover of A systematic review of the effectiveness and cost-effectiveness of peer-based interventions to maintain and improve offender health in prison settings

A systematic review of the effectiveness and cost-effectiveness of peer-based interventions to maintain and improve offender health in prison settings.

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Chapter 12Discussion

Limitations of the review

Scope of the review

The systematic review set out to examine the effects of peer-based interventions on prisoner health. Studies that reported non-health outcomes, such as reoffending, were included only if they reported health outcomes as well. The body of literature on the effects of peer interventions on reoffending and other non-health outcomes (such as housing and employment) is therefore not represented in this review. The review also did not examine the effects of non-prisoner volunteers on prisoner health, the effects of peer interventions in the probation service or the effects of staff-to-staff peer interventions, although there is a body of literature on each of these.

In total, 37 studies within the review were conducted outside the UK and therefore some caution is needed when considering the application of some of the findings to English and Welsh prisons. This may especially be the case when considering studies from countries such as Mozambique,164 where there are substantial variations in the way that the judicial and health systems operate. Indeed, others have described how the experience of prison does differ considerably country by country by virtue of cultural and historical influences.236 However, there was a large proportion of studies included in the review that have high relevance for health services operating within prisons in England and Wales. For example, 20 studies included in the review came from the USA and, like the prison system in England and Wales, in the USA prisoners are categorised into institutions based on the gravity of their offence and level of risk. When information about a study institution was provided by authors, comparisons to the prison system in England and Wales could be made; however, these details were rarely given within the included studies.

Methodology

A decision was made to limit inclusion to studies published in 1985 or later as this is the date that the Listener scheme was introduced in the UK. Earlier studies might have included, for example, peer education interventions in the UK (which were not prominent in the search results) but, for pragmatic reasons of limited time and funding, this was a straightforward way to limit the search. Studies of interventions delivered by non-professionals and studies of prison health are not well indexed in electronic databases and early pilot searches returned impractically large numbers of hits. The searches were made more manageable by use of medical subject headings (or equivalents in other databases) and adjacent terms but this more specific search strategy may have lost some sensitivity and therefore it is possible that some relevant studies may have been missed. The cut-off date for inclusion of August 2012 may also have resulted in more recent relevant studies not being included in the review.

It was not possible to undertake much meta-analysis of the quantitative results because of clinical heterogeneity in the outcomes and interventions between the included studies. When meta-analysis was possible, often SDs or numbers of people in each group were not reported. When possible we imputed SDs using the method recommended in the Cochrane Handbook108 and, for one study, with two groups in three different prisons, we estimated the number in each group by dividing the total number of participants by six. These methods give numbers that can be used in the meta-analysis but are unlikely to be absolutely correct. If we had been able to pool more data we would have undertaken sensitivity analyses of the findings based on these imputed results to see whether or not removing these studies affected the overall result. However, as very few pooled-effect estimates were presented, we have instead indicated in the text when a result is based on imputed values and have advised caution in the interpretation of these findings.

The checklists chosen to assess the validity of the included studies have been widely used in previous systematic reviews but the quantitative checklist contained many items that were not relevant to non-randomised studies. Previous research has identified the lack of useful validity checklists for non-randomised studies.237 There is debate over the correctness of using any checklist for the assessment of qualitative research;107 one of the reasons given is that decisions are subjective and there has been very low inter-rater reliability when empirical research has been carried out.238

The approach taken to qualitative synthesis was decided after discussion with methodological experts in the UK and was based on finding a method that would best fit the type of data that we obtained, which was in many cases thin. However, the approach that we took to this, and the approach that we took to combining the qualitative and quantitative findings, were not the only approaches that could have been taken and, although we do not expect that the findings of this review would be substantially different had another approach been used, we cannot be sure of this.

Protocol changes

The large number of records retrieved from the electronic searches, in addition to the necessity of searching extensively for grey literature, meant that we did not have time to perform all of the searches listed in the protocol. Specifically, we did not check the reference lists of all excluded studies and we did not carry out citation searches on all included studies. A post hoc decision was made, after looking at the retrieved studies, to exclude studies of group therapy and of therapeutic communities, as these all seemed to be professionally led. We agreed to include studies of therapeutic communities if peer-to-peer interventions were mentioned in the abstract, but no studies met this criteria.

Limitations of the studies

The included studies were, on the whole, of poor methodological quality, with < 10% judged to be of good internal validity or highly relevant to the review context, although a substantial proportion were carried out in the UK. The main problems with internal validity were small sample size, lack of comparators and/or lack of adjustment for potential confounding factors, poor reporting of study methodology and poor reporting of results. This could be due in part to space restrictions in journal articles, as full reports tended to score more highly in the validity assessment, but the small number of RCTs or ethnographically rich/thick qualitative studies suggests that there is much room for improvement in the quality of research in this area. Most studies did not report an underpinning theoretical model and only two defined what was meant by ‘peer’.

Included studies reported outcomes for peer deliverers much more often than for service recipients.

The dominance of positive findings and lack of negative findings reported in the quantitative data strongly suggests publication bias, although it was not possible to generate a funnel plot because of wide variation in the outcomes measured. Alternatively, or in addition, selection bias may be affecting the results, as most studies were not randomised and there was much greater representation from peer deliverers than service recipients. This may be because peer deliverers pose fewer security risks than other prisoners and are therefore potentially more likely to be authorised by the institutional authorities to participate in research. This makes these individuals unlikely to be representative of the prison population as a whole. Indeed, those studies included in the review failed to investigate the use of peer schemes for more marginal prisoner groups, for example prisoners based on vulnerable prisoner units or in sex offender wings. In many cases the effectiveness of such approaches for these groups was not ascertained by this review. Furthermore, those peer deliverers who volunteered to take part in the research studies could also be expected to have more positive feelings and have experienced positive changes as a result of being a peer deliverer than those who did not volunteer to take part in the research.

Summary of the evidence

This section discusses the evidence in relation to the original review questions and highlights key findings that cross all review questions, including the development of a typology of peer-based interventions and the impact on peer deliverers. Review findings are discussed in terms of relevance to health services, but particularly those services that are operating within and in partnership with prisons in England and Wales. Key issues for policy and practice identified through the expert symposium and listening exercises with serving prisoners are discussed in relation to the review findings.

Developing a typology of peer-based interventions in prison settings

This study has confirmed that there is considerable heterogeneity in the range of peer-based interventions in the prison setting, in terms of both the health issues addressed and the mode of delivery (see Chapter 4). To group studies to review and summarise evidence it was necessary to develop a new categorisation of peer-based interventions in prison settings. The original role categories for community-based lay health workers developed through the People in Public Health study97 did not provide a good fit for the interventions described in studies included in this review, although some of the roles reflected dimensions identified in that study. For example, peer advisors, who provide housing and resettlement advice, demonstrated some aspects of bridging roles in terms of helping prisoners to access welfare services.

A new classification for peer interventions was developed that provided a better fit with the data (Table 15 and see Appendix 7).

TABLE 15

TABLE 15

Typology of intervention modes

The typology includes a number of intervention models that are currently operating in the prison system in England and Wales, including the Listener scheme, which covers most prisons in England and Wales, insiders, peer advisors and health trainers. The typology broadly reflects the range of peer support schemes identified by Levenson and Farrant32 in 2002 and Edgar and colleagues25 in 2011. The range of intervention types undoubtedly reflects the review strategy, with the inclusion of an expert symposium and the emphasis on identifying UK grey literature. A limitation is that these models may not be transferable to other contexts.

The final typology is not necessarily comprehensive. The review found that there are few standard models and there is much variation in intervention design, peer roles, recruitment, training and implementation. Some of the included studies reported that peers may undertake additional roles outside of the intervention.38 Developing the classification inductively from reported definitions limits the extent to which we have been able to group interventions. For example, it can be argued that on a theoretical level peer mentoring is not a distinct intervention but is a form of peer support as it provides appraisal support.94 However, for the purposes of the review the typology provided a useful framework and offers a basis for further analysis of intervention modes.

Review question 1: what are the effects of peer-based interventions on prisoner health?

Peer education

Peer education in the prison setting involves prisoners receiving training and then acting as educators, communicating information and encouraging the uptake of healthy (or less risky) behaviours.24 The review confirmed that there is a body of literature reporting the effects of prison-based peer education interventions; most of these refer to the prevention of HIV/hepatitis C virus infection.24,35 Although a sizeable number of peer education studies were included (n = 18), they were of variable quality, with only a small number of studies having a strong design, which limits the conclusions that can be drawn. There was moderate evidence from quantitative studies that peer education interventions can result in changes in HIV/hepatitis C virus knowledge, but equivocal results for effects on behaviour change intentions and health beliefs. For health behaviours there was consistent evidence of peer education resulting in the reduction of risky behaviours, for example sharing needle equipment or not using a condom at first intercourse post release. Additionally, there was weak evidence indicating an association between the uptake of screening/HIV testing and peer health education programmes.125,144 These findings support rationales for peer education as a means of increasing social influence and positive social norms,24,95 but further research is needed to explore the relative importance of peer education as a factor in the uptake of these health services.

Although there was limited evidence on peer education from qualitative studies, the study by Scott and colleagues131 reported an interesting finding that peer education was diffused outside of the prison to family and friends. This is an area that would merit further exploration in future intervention studies and may have implications for cost-effectiveness. The development and empowerment of peer educators can be an important component in some peer education approaches,166 and there was moderate evidence from qualitative studies that peer educators benefited through rewarding experiences, the acquisition of skills, the development of supportive networks and improved mental health.

Overall, the findings on peer education support the conclusions of earlier reviews, including the systematic review on peer health promotion conducted by Wright and colleagues,35 which was based on a smaller number of included studies. Interpreting the findings within a harm reduction approach,104,105 the review provides evidence that peer education interventions are effective at reducing risky behaviours, which can be regarded as intermediate health outcomes.102 Despite the moderate evidence of effects for peer education, the review findings have low relevance for health services operating in prisons in England and Wales. Two descriptive reviews of volunteering in prison25,32 and the results from the expert symposium suggest that peer education programmes are not prominent in current practice. There are, however, some promising results for Toe by Toe, the peer-based literacy scheme widely implemented across the prison service in England and Wales. A high proportion of learners reported positive educational outcomes and had high levels of satisfaction with the programme. Education is a social determinant of health that may be associated with other positive outcomes for the prison population.3 As the review identified only one poor-quality cross-sectional study on this initiative, there is insufficient evidence to draw conclusions and further research is recommended on this specific scheme.

Peer support

Peer support in a prison setting involves prisoners providing practical help, social and emotional support and advice to other prisoners in a paid or voluntary capacity.22,25 The review has confirmed that the focus of the intervention and the role of the peer support worker vary considerably between different interventions. The review did not examine evidence about the value of informal peer support and natural social networks in the prison setting,94 which may be a considerable protective factor for prisoners’ mental health.103

Quantitative evidence on peer support was exclusively drawn from the Canadian PST model. All six included studies were based on a common model of peer support within women’s prisons, which allows some tentative conclusions to be drawn. The PST programme had no demonstrable effects on prisoners or the prison environment, but the programme was rated highly in terms of satisfaction across a number of variables including the usefulness of peer support sessions, the approachability of PST members, levels of trust and handling crisis interventions. The model, which is described as a women-centred approach aiming for greater prisoner empowerment,153,155 has some similar features to other schemes in operation in England and Wales, such as Insiders and Listeners, with its focus on befriending and emotional support to meet the needs of prisoners on an individual basis.

Across the range of peer support interventions, there was moderate qualitative evidence from 10 studies on the positive effects of peer support and this triangulated with some of the survey data on satisfaction from the evaluations of the Canadian PST model. The review found that peer support was beneficial in terms of both practical assistance and helping prisoners overcome mental health problems such as anxiety, loneliness, depression and self-injury. This supports rationales for peer support as a mechanism to support coping when faced with external stressors.94,239 The timing of the intervention may be a critical factor. Jacobsen and colleagues,140 reporting on the Insiders scheme, suggested that the provision of peer support in the early days of custody was particularly valuable. There was strong qualitative evidence of the positive effects for peer deliverers, including enhanced self-awareness and life perspective, increased knowledge and skills, increased sense of purpose and relief of boredom. Negative effects were related to the burden of care, which is discussed below in relation to listeners and in the section on review question 2.

On balance, and taking into account some of the triangulation of the results, there is moderate evidence that peer support services can provide an acceptable source of help within the prison environment and can have a positive effect on recipients and peer deliverers, but there is scope for more research to obtain definitive evidence of effectiveness in terms of mental health outcomes.

The Listener scheme

The Listener scheme is a specific type of peer support intervention focusing on the prevention of suicide and self-harm. Listeners are volunteers who provide confidential emotional support to fellow prisoners who are experiencing distress. The review team decided that the distinctive focus of the intervention, the specific role of the listener and the relatively standardised model whereby training and supervision are managed by a single organisation (the Samaritans)22,31 all meant that studies on listeners and similar interventions could most usefully be reviewed separately from studies on other peer support interventions.

The review found consistent evidence from three qualitative studies and one quantitative study which strongly suggests that contact with a listener (or similar role) at a time of need was helpful in reducing anxiety, depressive thoughts and intention to self-harm, improving emotional health and helping with adjustment to the institution. There was evidence that the Listener scheme was acceptable and accessible to prisoners, from the perspective of both users and non-users. For the impact on incidence of suicide and self-harm, there was only weak, mainly anecdotal evidence.

There was consistent qualitative evidence from six studies on the benefits for the peer deliverer of becoming a listener; this was seen across a number of areas of well-being including relationships with staff, other prisoners and their families; self-esteem, self-worth and confidence; changing attitudes; social skills; and knowledge and awareness of mental health issues. There was some evidence of negative effects because of the emotional burden of care.

Overall, there was a large and consistent body of qualitative evidence which suggested that the Listener scheme is an effective means of providing targeted emotional support for individual prisoners who identify need. There is weak evidence on the impact of the scheme on the incidence of suicide and self-harm. There are positive effects in terms of mental health and well-being for those who take on the listener role, although there can an associated emotional burden. The results from the review of listeners have high relevance to health services as Listener schemes are in operation across most prisons in England and Wales.

Peer-based interventions for behaviour change

Two intervention modes, health trainers and peer mentors, focused on changing behaviours. Peer mentoring interventions in prison settings are based on the development of an affirmative relationship between a mentor and a mentee, with the mentor offering support, education and encouragement based on his/her own life experience of being in custody. These types of interventions predominantly take place in the pre-release period and mentoring can continue outside the prison gate. The review found weak evidence that mentoring can result in positive effects in terms of health behaviours, treatment adherence, abstinence from drug taking and propensity to reoffend.

Health trainers are lay public health workers who use a client-centred approach to support individuals around health behaviour change. The model has been adapted for the prison setting and some other criminal justice settings in England and Wales. There was moderate qualitative evidence that the process of training and then becoming a health trainer had a positive effect on peer deliverers, with reported effects including increased knowledge about healthy lifestyles, attitudinal and behaviour change, increased self-esteem and development of transferable skills. There was a lack of evidence of effects on health trainer recipients; however, there was some limited evidence showing that health trainers discussed a range of lifestyle issues with clients and referred individuals to other services. The results have high relevance for health services as the health trainer is an established community model with standardised competencies with the potential for transferability into the prison setting. Given the high prevalence of long-term conditions and risky health behaviours in the prison population,3,57,58 the finding that health trainers are connecting with prisoners on a range of lifestyle issues is positive; however, there is insufficient evidence on impact and more research is needed to determine the outcomes for prisoners and health services.

Positive outcomes for peers

There was consistent evidence from a large number of studies, predominantly those reporting qualitative findings, that being a peer worker was associated with positive effects on mental health and the determinants of mental health and well-being (see Barry240). Reported effects included increased self-worth and self-esteem, enhanced self-awareness and understanding, increased knowledge, having a purposeful role, relief from boredom, development of social support networks, an enhanced sense of compassion and empathy, life enrichment and improved social and communication skills. The findings that taking up a peer role could lead to positive outcomes was consistent across a number of different models, including peer education, peer support, the Listener scheme, prison hospice volunteers, health trainers and peer advisers (housing). Skills development, including having transferable employment skills, was also identified in relation to peer advisors and health trainers. Although there were some negative effects in relation to experiencing a burden of care, particularly for those roles involving emotional support, the emphasis in the evidence was on positive effects. These findings support the findings of other research on the positive impact of the act of volunteering on mental health and well-being and individual capacity.241,242 Much of the evidence comes from interventions that are well established and feature across prisons in England and Wales; therefore, the results have high relevance for health services. The review findings were also reflected in the experiences of prisoners attending the listening exercises.

Review question 2: what are the positive and negative impacts on health services in prison settings of delivering peer-based interventions?

A number of factors influencing the delivery and maintenance of peer-based interventions were identified in the review. Most of this evidence came from qualitative or mixed-method studies. The issues can be grouped into process issues, which are internal to the delivery of the intervention, and contextual factors, which are external to the intervention.

Process issues

The review found that factors relating to the maintenance of security and the management of risk are often represented in selection criteria for the recruitment of peers. Other selection criteria included interpersonal skills, levels of knowledge and the time that a prisoner is likely to be staying in that institution. There was very little evidence about selection procedures and how the criteria were applied, the exception being for the Listener scheme. None of the included studies examined the relationship between recruitment and selection processes and any outcomes, even qualitatively. This finding is somewhat surprising given the theoretical basis of peer interventions95,96 and the questions raised in the expert symposium on the contextual nature of peer identity. Further research is needed to explore assumptions about the attributes of peers in relation to the effectiveness of peer-based interventions.

The results show that training processes vary between interventions in terms of content, duration and intensity. There were some examples of standardised models, for example the Canadian PST training. However, there was no evidence on the relative effectiveness of different training packages. There was only weak qualitative evidence suggesting that mental health topics should be covered in training and, in relation to health trainers, that training should be flexible. The qualitative evidence on the benefits to peer deliverers would suggest that there is a link between participation in training and individual benefits, such as the development of skills and confidence, but it is difficult to separate out training from other aspects of the peer experience. The added value of gaining accreditation was identified and this confirms one of the themes in the expert symposium.

There was strong and consistent qualitative evidence that retention of peer deliverers was an important process issue and that attrition because of prisoner movement between prisons was a negative factor. This finding was also reflected in the expert symposium. No studies examined the issue of incentives in depth and there is scope for more process evaluations on the factors that support retention.

The importance of role boundaries was a recurring theme and overall the review provides some insight into factors affecting relationships between peer deliverers, fellow prisoners and staff. Peers overlap two distinct cultures (prisoner culture and staff culture) and this has implications for issues such as confidentiality. There is moderate evidence that peer deliverers can recognise role boundaries and when to refer to staff or other professionals, but problems such as dependency may arise. In many studies this dynamic is rarely considered. For the peer deliverers ongoing supervision, in both one-to-one and group meetings, was found to be helpful. This was an issue that was specifically identified for the Listener scheme, in which supervision and support are provided by the Samaritans. This issue was also reflected in both the expert symposium and the listening exercises. Overall, there was a range of process issues that have high relevance for current practice in the prison system in England and Wales.

Contextual factors in the prison system

A range of factors that may influence whether or not prisoners choose to utilise peer-based interventions was identified in the review. These included a lack of awareness amongst prisoners and staff; personal need; concerns about confidentiality and breaches of trust; preference for support from other sources such as staff; language barriers; and fear of demonstrating weakness by using a peer service. Many of the included studies focused on the views of peer deliverers and staff and there was more limited evidence on the views of service recipients. More research is needed to examine issues of acceptability from the perspective of recipients and those who choose not to receive peer support.

There was strong and consistent evidence, mostly drawn from qualitative studies, on the importance of organisational support within the prison, including building acceptance and support amongst staff. Resistance from staff was identified as a negative factor inhibiting the implementation of peer-based interventions. This theme is likely to have relevance for the management of peer-based interventions. The problem of staff resistance and the need for support from prison governors and service managers was also highlighted in the expert symposium.

The review found that there are modifying factors within the prison system, such as organisational support, that influence the delivery of peer-based interventions and potentially impact on outcomes. At the same time, the results indicate that peer interventions can impact on the prison environment and service provision. There was equivocal evidence that peer interventions had a positive impact on prison culture and ethos, with the most positive effects being reported in relation to peer support, prison hospice volunteers and the Listener scheme. A number of studies reported that having a cadre of peer workers can increase service capacity and reduce demand from paid staff, but there was only limited evidence on the reported impact on the prison workforce or health services. The review identified that peer interventions may increase security risks through peers distributing drugs, tobacco and mobile phones as peers often have enhanced freedoms to move and associate with other prisoners. Potential abuses of trust by peer deliverers was a process issue that programme managers needed to be aware of. The expert symposium also highlighted that security concerns and risks require active management.

Overall, the review findings indicate that peer interventions cannot be considered ‘stand-alone’ interventions that are independent of the organisation and culture of the prison. Instead, there are multiple interactions between the intervention and different levels of the prison system, in line with understandings of complex interventions.46 This also relates to sociological understandings of prisons as ‘total institutions’.243

Review question 3: what is the effectiveness of peer delivery compared with professional delivery?

Overall, only a limited number of studies compared peer delivery with professional delivery and it was not possible to triangulate the quantitative and qualitative results as the qualitative evidence related only to prisoner preferences. However, there was consistent evidence across 10 qualitative studies that peer delivery was preferred to professional delivery, with cross-cutting themes including peer deliverers demonstrating empathy because of lived experiences, being non-judgemental, being trusted by prisoners and being able to offer more time than staff. Accessibility was also a theme, with prisoners feeling more at ease talking to peer deliverers. Results support the rationales advanced for lay involvement and peer support, which emphasise lay designation and the role of peers in connecting with the community of interest.94,244,245 The review findings were confirmed by prisoners attending the listening exercises.

Reported preferences for peers in some studies could not be linked to the four quantitative studies in which a direct comparison was made, as the intervention modes were different. There was consistent evidence from four quantitative studies that peer educators were as effective as (but not more effective than) professional educators in the prevention of HIV transmission for all of the outcomes measured. Although the peer observer intervention showed some positive effects for peers compared with professionals, this was only one study about a single intervention and there is therefore insufficient evidence to draw any conclusions.

Review question 4: what is the cost-effectiveness of peer-based interventions in prison settings?

There were two components to the economic analysis in this study, namely the systematic review of economic evaluations of peer-based interventions in prison settings and the development of an economic model. Overall, there was a dearth of robust evidence on the cost-effectiveness of peer-based interventions to improve and maintain the health of prisoners, with little economic evaluation even of schemes with evidence of effectiveness. The systematic review of economic evaluations identified only one study that assessed cost-effectiveness and here the focus of analysis was costs rather than health outcomes.171 Evidence from this study suggests that TC activities involving peers may help to reduce or control prison management costs; however, it is difficult to draw further conclusions based on a single study. The review points to the need for more and better-quality research to estimate the economic value of peer-based interventions in prison settings. Despite the limitations of current studies, economic analysis has high relevance to the prison system in England and Wales, and to the wider criminal justice system. The expert symposium highlighted a number of resource issues and the potential for cost savings from peer delivery.

The prison setting provides an ideal opportunity for education and prevention because of the high concentration of high-risk individuals.123 Using the review findings and an additional literature review on economic modelling of the prevention of HIV infection, it was possible to develop a limited economic model that estimated the total number of cases of HIV infection averted by a peer-led intervention compared with a professionally led intervention and a ‘do nothing’ scenario. The results, although based on data of variable quality and a number of assumptions, indicate that both peer-led and professionally led interventions prevent HIV infections and are cost saving for all parameter values implemented in the sensitivity analyses. The peer-led intervention is dominant compared with the professionally led intervention for all parameter values implemented in the sensitivity analyses. The results are most sensitive to changes in the lifetime cost of HIV treatment and to changes in QALY estimates. The model has limitations because of the assumptions made about health behaviours and costs; nonetheless, it represents an important contribution to the evidence base on the cost-effectiveness of peer education.

Revised logic model

A preliminary logic model was developed to guide the study implementation, including development of the search strategy and the inclusion/exclusion criteria.45 This linked the wider determinants of prison health, types of peer-based interventions, the mechanisms of change and likely outcomes, both intermediate and long term.102 The study did not use a single theoretical framework as peer interventions have been linked to a range of different theories. Instead, the logic model was an attempt to draw together theoretical perspectives based on a social model of prison health and understandings of peer support.

The review results have been used to revise the logic model to provide a better fit with the quantitative and qualitative findings and expert evidence on contextual matters. Specific areas to be incorporated were:

  • delivery to include voluntary and community sector organisations
  • peer intervention modes to be changed to reflect the new typology of intervention modes
  • outcomes identified through the review for peer deliverers cross-referenced to intervention modes
  • outcomes identified through the review for the target population cross-referenced to intervention modes
  • contextual relationships and the place of the intervention in the prison system – this should reflect the four overarching thematic categories derived from the qualitative synthesis: peer recruitment, training and support; prisoner relationships; organisational support; and prison life.

Two logic models were then developed based on the study findings. The first is the logic model for the effects of peer-based interventions on the prison population (Figure 17). This uses the same programme logic as in the original model but with the additions as described above. It explains how peer-based interventions work for service recipients or prisoners in general and what outcomes result. Outcomes have been grouped into (1) harm reduction outcomes focused on health behaviour change; (2) mental health and well-being outcomes relating both to the alleviation of individual mental health needs and to the development of positive mental health, for example better coping; and (3) improvements in social determinants, for example education, skills, housing and access to services, that enable individuals to exercise healthy choices. Outcomes at an organisational level are also represented and these are grouped into (4) the uptake of services and (5) improvements in the culture and ethos of the prison.

FIGURE 17. Revised logic model for peer-based interventions in prison settings.

FIGURE 17

Revised logic model for peer-based interventions in prison settings.

The logic model shows how the interventions link to intermediate outcomes and the possible links with long-term health goals. Figure 17 represents the different mechanisms of change but these are not explicitly linked to types of intervention mode as the review showed that peer interventions may be based on more than one mechanism of change, for example insiders provide both social support and improved access to other services. The logic model, together with the typology, will help in future research as it provides the basis for the generation of specific hypotheses to test the effectiveness of peer-based interventions using the most appropriate measures and can be matched, when appropriate, by the behaviour change technique taxonomy of Michie and colleagues.246

The second logic model (Figure 18) was developed to reflect the strong evidence around the positive effect on peer deliverers and the need to account for the wider impacts on the prison system. The original logic model was based on the assumption that effects on peer deliverers were part of a linear intervention chain. The review results show that becoming a peer health worker is associated with a range of benefits to the individual, and broadly similar positive effects are reported across different intervention types. There was very little evidence making a direct link between the effects on peer deliverers and the effects on service recipients. The implications are that the development of peer deliverers needs to be considered as a distinct component of an intervention, requiring an additional, non-linear logic model. This logic model also needed to take account of the thematic categories derived from the qualitative synthesis and the finding that peer interventions could not be considered ‘stand-alone’ interventions as there were multiple interactions between peer interventions and aspects of the prison setting. The evidence indicated that features of the context could not be represented solely as modifying factors as peer-based interventions also impacted on the wider prison as an institution. The final model has been termed a health capacity logic model as it attempts to show the inter-relationships between developing individual capacity to act as a change agent and organisational capacity to create a supportive environment for that change. It also acknowledges that peer-based interventions are ultimately coconstructed with staff. The review findings are clear that both strands need to be considered in developing and implementing peer interventions in prison. The model can be used as a platform for developing research looking at the wider impact of prisoner involvement in prison settings, as well as for process evaluations.

FIGURE 18. A health capacity logic model for peer-based interventions in prison settings.

FIGURE 18

A health capacity logic model for peer-based interventions in prison settings.

Copyright © Queen’s Printer and Controller of HMSO 2014. This work was produced by South et al. under the terms of a commissioning contract issued by the Secretary of State for Health. This issue may be freely reproduced for the purposes of private research and study and extracts (or indeed, the full report) may be included in professional journals provided that suitable acknowledgement is made and the reproduction is not associated with any form of advertising. Applications for commercial reproduction should be addressed to: NIHR Journals Library, National Institute for Health Research, Evaluation, Trials and Studies Coordinating Centre, Alpha House, University of Southampton Science Park, Southampton SO16 7NS, UK.

Included under terms of UK Non-commercial Government License.

Bookshelf ID: NBK260152

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