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BMJ Open logoLink to BMJ Open
. 2022 Jun 8;12(6):e052227. doi: 10.1136/bmjopen-2021-052227

Barriers and facilitators to implementation of non-medical independent prescribing in primary care in the UK: a qualitative systematic review

Judith Edwards 1,, Melaine Coward 1, Nicola Carey 2
PMCID: PMC9185484  PMID: 35676011

Abstract

Objectives

To support workforce deficits and rising demand for medicines, independent prescribing (IP) by nurses, pharmacists and allied health professionals is a key component of workforce transformation in UK healthcare. This systematic review of qualitative research studies used a thematic synthesis approach to explore stakeholders’ views on IP in primary care and identify barriers and facilitators influencing implementation.

Setting

UK primary/community care.

Participants

Inclusion criteria were UK qualitative studies of any design, published in the English language. Six electronic databases were searched between January 2010 and September 2021, supplemented by reference list searching. Papers were screened, selected and quality-appraised using the Quality Assessment Tool for Studies with Diverse Designs. Study data were extracted to a bespoke table and two reviewers used NVivo software to code study findings. An inductive thematic synthesis was undertaken to identify descriptive themes and interpret these into higher order analytical themes. The Diffusion of Innovations and Consolidated Framework for Implementation Research were guiding theoretical anchors.

Primary and secondary outcome measures

N/A.

Results

Twenty-three articles addressing nurse, pharmacist and physiotherapist IP were included. Synthesis identified barriers and facilitators in four key stages of implementation: (1) ‘Preparation’, (2) ‘Training’, (3) ‘Transition’ and 4) ‘Sustainment’. Enhancement, substitution and role-specific implementation models reflected three main ways that the IP role was used in primary care.

Conclusions

In order to address global deficits, there is increasing need to optimise use of IP capability. Although the number of independent prescribers continues to grow, numerous barriers to implementation persist. A more coordinated and targeted approach is key to overcoming barriers identified in the four stages of implementation and would help ensure that IP is recognised as an effective approach to help alleviate workforce shortfalls in the UK, and around the world.

PROSPERO registration number

CRD42019124400.

Keywords: PRIMARY CARE, Health policy, Organisational development


Strengths and limitations of this study.

  • Adopting a qualitative synthesis facilitated contextual understanding into the implementation of non-medical independent prescribing (IP) in primary care settings in the UK.

  • Higher order analytical themes were identified that offer in-depth interpretation of non-medical IP implementation in UK primary care.

  • The theoretical lens improved understanding of the generalisability of factors known to facilitate non-medical IP in UK primary care.

  • Grey literature was excluded from the synthesis.

Introduction

Equitable access to primary care improves health outcomes, lowers costs and enhances patient experience.1 2 Global workforce deficits3–5 and the rising prevalence of long-term conditions,6 7 multimorbidity8–10 and COVID-1911 have severely threatened primary care sustainability.12–15 Medicines use in global priorities including diabetes and cardiovascular diseases is increasing, with worldwide drug therapy days rising in 2019 to 1.8 trillion and an average of 234 days per person/year.16 With one in four adults in UK primary care taking five or more medicines daily,17 the workforce implications for meeting prescribing needs are profound.

Mobilising primary care to improve workforce and service sustainability is a global challenge.5 18 As in other countries,19 20 primary care in the four devolved UK nations (ie, England, Scotland, Wales and Northern Ireland) has undergone significant restructuring and reorganisation.21–24 In England, for example, the 2019 National Health Service (NHS) long-term plan amalgamated general practitioner (GP) practices into primary care networks (PCN), covering populations of 30 000–50 000.25 Pooling resources to achieve government targets26 with the promise of extra non-medical staff (eg, advanced/specialist clinical pharmacists, dieticians, paramedics and physiotherapists), PCNs were expected to offer additional hours within broader service options.27 While the impact of the new 2021/2022 Health and Care Bill on primary care workforce transformation in England remains uncertain,28 the diverse skills of the non-medical advanced practice workforce including prescribing capability are likely to remain important for addressing UK primary care prescribing and medicines optimisation needs.29–31

In line with global movements to enhance the skills of non-medical healthcare professionals, over 90 000 UK nurses, pharmacists, optometrists, radiographers, physiotherapists, podiatrists, dieticians and paramedics32 under serial legislative changes33–36 and with accredited additional training37–39 are authorised to prescribe using supplementary and/or independent forms. Although UK legislation restricts dieticians and diagnostic radiographers to supplementary prescribing, as reported by professions with dual supplementary/independent prescribing (IP) rights (eg, nurses, pharmacists, physiotherapists, podiatrists) IP is more workable40 41 and has largely superseded supplementary prescribing in many UK non-doctor led primary and community care services.42–44 Enabling the autonomous initial assessment and ongoing management of patient prescribing and medicines optimisation needs, IP increases practitioner autonomy/expertise,29 45–47 enhances clinical outcomes compared with doctor-led care29 and results in high service-user satisfaction.48 Across contemporary primary care settings in the UK and internationally IP is an increasingly essential component of service re-design.45 49–54

Despite its many benefits, the UK adoption rates for IP vary,55 56 with medical opposition to prescribing roles,57 58 training course drop-out,46 delayed prescribing onset59 60 and role underuse reported.61–64 Difficulties with implementation are frequently cited.43 46 59 65–67 Several UK68 69 and international systematic54 70–72 and literature reviews,73 74 have focused on implementation barriers and/or facilitators. However, these have been profession-specific,54 70–72 74 have included international models with varying legislative/jurisdictional levels of prescribing autonomy54 70–72 and/or have addressed prescribing in heterogenous care settings.54 68 69 74 None have synthesised qualitative studies in all IP eligible professions in UK primary care. Considering IP enhances workforce skills and builds capacity for service redesign and improved sustainability,42 75–77 identifying and understanding the challenges to its implementation is ever pressing.78 79

Aim

This qualitative meta-synthesis aimed to identify barriers and facilitators that influence implementation of IP in UK primary care.

Theoretical perspective

This review is broadly informed by the Diffusion of Innovations theory80 81 and the Consolidated Framework for Implementation Research82 83 which provided theoretical anchors for identifying contextual factors likely to influence implementation.84–89

Methods

This qualitative meta-synthesis is reported following the Enhancing transparency in reporting the synthesis of qualitative research (ENTREQ) guidelines90 which incorporates elements of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement.91 Thematic qualitative meta-synthesis92 93 permits synthesis of context-embodied research and is a suitable method for identifying factors influencing implementation.94–96 The review was registered in PROSPERO.97

Search strategy

A systematic search of UK literature on primary and community care IP was undertaken in January 2021 and updated in September 2021. Barriers/facilitators to healthcare innovations are conceptually well established98–102 and thus grey literature was excluded. Search terms were developed according to the Sample, Phenomenon of Interest, Design, Evaluation, Research Type (SPIDER) tool103 and tested based on truncations of words related to prescribing, community/primary care and UK non-medical healthcare professions with IP authority (eg, nurses, pharmacists, optometrists, physiotherapists, podiatrists, paramedics and radiographers). Wild card and Boolean Search Operators were used. Qualitative search terms were not included104 105; all citations were screened for qualitative methodology. Search strings (see online supplemental file 1 examples) were adapted for six electronic databases (EBSCO - MEDLINE, CINAHL, OVID – Embase, ProQuest - British Nursing Index, Nursing & Allied Health, Web of Science). The 2010 inception search date reflected major UK coalition governmental change and the introduction of landmark legislative reforms106–109 that decentralised UK primary/community care commissioning.110 Inclusion criteria applied to study selection are shown in table 1. Retrieved citations were downloaded to EndNote V.X9 and duplicates removed.

Table 1.

Inclusion and exclusion criteria

Inclusion criteria Exclusion criteria
  • Primary research conducted in the UK (England, Scotland, Northern Ireland and/or Wales).

  • International/UK literature reviews, meta-analyses or meta-synthesis and/or grey literature.

  • Studies employing participatory and/or non-participatory data collection methods within any qualitative, quantitative or mixed methods design.

  • Quantitative studies not employing qualitative data collection methods.

  • Studies addressing IP by legislated non-doctor healthcare professionals.

  • Studies addressing supplementary, dependent and/or collaborative models of prescribing.

  • Studies addressing primary/community care IP.

  • Studies addressing secondary care and/or mixed primary and secondary care IP.

  • Studies presenting empirical evidence of barriers and/or facilitators to IP implementation.

  • Studies addressing non-context specific educational programmes for non-medical IP.

  • Peer reviewed, full-text articles published between 01 January 2010 and 30 September 2021 in the English language.

IP, independent prescribing.

Supplementary data

bmjopen-2021-052227supp001.pdf (33.7KB, pdf)

Screening and eligibility

Two reviewers (JE and NC) independently assessed all titles and abstracts against the inclusion criteria and the full-text versions of papers deemed potentially relevant were obtained and reviewed. Papers found not to meet the criteria during screening were excluded with reasons recorded as shown in the PRISMA table (figure 1). Reference list hand searching supplemented database searching.

Figure 1.

Figure 1

Preferred Reporting Items for Systematic Reviews and Meta-Analyses depicting study selection, screening, eligibility for inclusion and synthesis (adapted from Page et al).91 IP, independent prescribing; NMP, non-medical prescribing.

Quality assessment

In keeping with the scope of a qualitative meta-synthesis,111 112 studies were not excluded on the basis of quality assessment.92 113 Methodological appraisal of individual papers was undertaken using the Quality Assessment Tool for Studies with Diverse Designs (QATSDD),114 which has demonstrated validity and test–retest reliability for assessing the reporting and methodological transparency of diverse study designs.115 The tool uses a 4-point scoring system for assessment of qualitative studies (14 questions) and mixed methods studies (16 questions), resulting in total possible scores of 42 and 48, respectively.114 Scoring was undertaken by one reviewer (JE) and any uncertainties were discussed and resolved with a second reviewer (NC). Online supplemental file 2 provides a detailed breakdown of questions and the grading of study manuscripts.

Supplementary data

bmjopen-2021-052227supp002.pdf (41.4KB, pdf)

Data extraction

Study data were extracted by one author (JE) to a bespoke table adapted from recommended templates.116 This collated contextual and methodological information, data on barriers and/or facilitators and main findings and was piloted on five index studies to ensure consistency and usability. Data extraction was recursive and involved repeated review/update between ensuing analysis stages.117

Data analysis and synthesis

The aim of thematic analysis was to develop a coherent synthesis of barriers and facilitators that influenced IP across stages of the implementation continuum.118–120 Data analysis followed a four stage, iterative process described by Thomas and Harden121 (table 2). Qualitative ‘data’ referred to participant quotations, (sub)themes, explanations, hypotheses or new theory, observational excerpts and author interpretations.122 Barriers were defined as ‘any obstacle (material or immaterial) impeding adoption, implementation and/or sustainability of IP’123 124 and facilitators were defined as ‘any obstacle (material or immaterial) enhancing adoption, implementation and/or sustainability of IP’.123 124

Table 2.

Stages of analysis

Stage 1 In-depth reading and familiarisation with individual papers, data extraction.
Stage 2 Inductive line-by-line coding of highest quality, index papers (n=5) to develop a set of ‘open codes’ by two independent reviewers (JE and NC).
Stage 3 Codes discussed/agreed, grouped into descriptive themes using NVivo189; codebook applied to all papers, and expanded/modified by identifying new codes/themes and/or merging/renaming existing codes/themes.190
Stage 4 Descriptive themes organised into higher order analytical themes and matrix charted with corresponding indicative quotes.

Rigour within the analytical process

To ensure analytical rigour, two independent reviewers (JE and NC) initially performed inductive line-by-line data coding from five highest quality index papers (stage 2). Each reviewer produced sets of open data codes which were compared and discussed. If different codes and/or different interpretations were assigned to a concept, these were discussed and revised. Disagreements were resolved by a third reviewer (MC). Data codes were subsequently grouped into descriptive themes, creating a codebook for application to all papers (stage 3). To identify possible contradictory cases and clarify thematic commonalities within studies,125 a matrix of participant quotes was charted to constituent themes (see online supplemental file 3).126

Supplementary data

bmjopen-2021-052227supp003.pdf (151.6KB, pdf)

Patient and public involvement

The review was conducted as part of a PhD exploring paramedic IP in UK primary care, for which a University service user/carers group was instrumental in informing study design and methods. However, as the systematic review focused on implementation challenges and not patient-related outcomes, the group was not involved in design or conduct.

Results

Out of 5365 original articles identified 23 met inclusion criteria127–150 (see figure 1, PRISMA table).

Study characteristics and quality assessment

Table 3 summaries the study characteristics and quality assessment scores of included articles. Studies were undertaken in England,129 132 133 136 138 140 141 143 146–150 Scotland127 128 130 139 or across devolved UK nations.131 134 135 142 144 The representation of independent prescribers from Wales131 134 and Northern Ireland142 144 was limited. Sixteen studies used qualitative methods,127 130 131 133 135–140 144–150 six used mixed methods128 129 132 134 141 142 and one employed a qualitative survey.143

Table 3.

Characteristics of included studies (n=23) and key barriers and facilitators

Author(s), year Country, setting Study focus, participants Barriers Facilitators QATSDD score
Afseth and Paterson (2017)127 Scotland. HEI. Views on prescribing training.
6 NIP trainees, 6 DMPs.
1, 2, 3 4, 5, 6, 7, 8 67%
Boreham et al (2013)128 Scotland. Views on prescribing training.
87 NIP trainees, 10 HEI leads.
1, 2, 3, 8, 9 4, 5, 9, 10, 11 67%
Bowskill et al (2014)129 England. HEI. Views on prescribing training
6 IP trainees, 3 IPs (unspecified professions).
1, 3, 9 12 60%
Brodie et al (2014)130 Scotland. Gen-P, Comm. Views on prescribing role.
4 NIPs, 4 PIPs.
8, 13, 14, 15, 16, 17, 18, 19 9, 10, 20, 21, 22, 23, 24 38%
Carter et al (2021)131 England, Scotland, Wales. Gen-P, Comm pharmacy. Factors influencing prescribing and role of practice pharmacists on evidence based prescribing.
6 GPs, 6 NIPs, 6 PIPs, 12 key informants.
25, 26, 27 9, 11, 24, 28, 29, 30, 31, 32, 61 78%
Cole and Gillett (2015)132 England. Comm pall care. Prescribing practices.
6 NIPs.
2, 3, 15, 26, 27, 33, 34, 35, 36, 37, 38 21, 28, 30, 37, 61 29%
Courtenay et al (2010)133 England. Gen-P, Comm clinics. Patient experiences/views of nurse prescribing.
41 patients.
10, 11, 22, 39 50%
Courtenay et al (2017)134 England, Scotland, Wales. Gen-P, Comm clinics. Patient experiences/views of nurse and pharmacist antibiotic prescribing for respiratory tract infection.
16 NIPs, 1 PIP, 22 patients.
27 22, 23, 39, 40, 41 67%
Courtenay et al (2019)135 UK (unspecified countries). Gene-P, OOH, IC. Factors influencing antibiotic prescribing for respiratory tract infection.
17 NIPs, 4 PIPs.
18, 27, 38, 42, 43 6, 10, 11, 22, 23, 24, 28, 29, 32, 39, 40, 41, 44, 57 78%
Cousins and Donnell (2012)136 England. Gen-P. Views on prescribing role.
6 NIPs.
3, 16, 18, 27, 34, 35, 37, 42, 45 6, 9, 10, 20, 24, 28, 61 59%
Daughtry and Hayter (2010)137 England. Gen-P. Experiences of prescribing role.
8 practice NIPs.
3, 6, 18, 27, 29, 35, 62 5, 8, 9, 10, 11, 24, 28, 29, 30, 44, 46, 47, 57, 61 36%
Dhalivaal et al (2011)138 England. Gen-P. Patient views on nurse prescribing.
15 patients.
22, 39 43%
Downer and Shepherd (2010)139 Scotland. Comm. Views on prescribing role.
8 district NIPs.
3, 15, 17, 18, 35, 37, 38, 45, 48, 49, 62 3, 9, 10, 30, 44, 57, 61 48%
Herklots et al (2015)140 England. Comm. Experiences of prescribing.
7 community matron IPs.
3, 15, 16, 18, 35, 38, 48, 49, 62 6, 7, 10, 11, 12, 22, 29, 47, 57, 61 43%
Holden et al (2019)141 England. Medicines optimisation practices.
20 physio non-IPs, 1 physio-IP.
3, 13, 36, 42, 45, 50, 51 10, 21 75%
Inch et al (2019)142 England, Scotland, Northern Ireland.
Elderly residential care.
Feasibility of implementation.
2 P non-IPs, 4 PIPs, 6 GPs, 16 care home staff,
2 patients, 3 relatives, 1 dietician non-IP.
3, 49 10, 21, 22, 23, 52 54%
Kelly et al (2010)143 England. Gen-P. Barriers to adoption of IP.
31 practice NIPs, 120 N non-IPs.
1, 2, 3, 9, 13, 35, 36, 42, 45, 50, 51, 53, 54, 55 33%
Lane et al (2020)144 England, Scotland, Northern Ireland.
Elderly residential care
Barriers and facilitators to prescribing.
27 P non-IPs, 29 GPs, 12 care home staff,
7 patients, 7 relatives.
3, 35, 43, 48, 49 6, 7, 8, 10, 11, 21, 22, 39, 46, 52, 56 78%
Latham and Nyatanga (2018a, b)145 146 England. Comm pall care. Views on prescribing role.
6 NIPs.
3, 15, 18, 27, 35, 36, 38, 49, 50, 60 7, 8, 10, 11, 12, 20, 21, 22, 30, 44, 52, 57, 61 71%
Maddox et al (2016)147 England. Gen-P, Comm, Nursing homes, Comm pharmacy. Barriers and facilitators to prescribing.
25 NIPs, 5 PIPs.
3, 15, 16, 26, 27, 29, 35, 37, 42, 48, 62 6, 7, 10, 12, 24, 29, 30, 42, 47, 57, 61 71%
Stenner et al (2011)148 England. Gen-P, Comm clinics. Patient views on nurse prescribing.
41 patients.
11, 22, 23, 29, 39 55%
Weiss et al (2016)149 England. Gen-P. Views on prescribing role.
7 NIPs, 7 PIPs, 7 GPs.
3, 6, 17, 25, 35, 45, 49, 51, 56, 58, 59, 63 3, 6, 8, 11, 12, 22, 24, 29, 39, 44, 46, 47, 63 52%
Williams et al (2018)150 England.
OOH/unscheduled care.
Factors influencing nurse and GP antibiotic prescribing for respiratory tract infection.
15 NIPs, 15 GPs.
15, 16, 18, 26, 27, 34, 49, 59 6, 12, 22, 23, 24, 28, 32, 41 76%

Barriers: 1=Lack of backfill/protected/study time, 2=Lack of DMP role clarity/supervision/availability, 3=Lack of medical/managerial support/leadership, 14=Lack of national IP incentives/policy initiatives, 15=Lack of clinical record/IT access, 16=Lack of CPD/supervision, 17=IP role isolation, 18=Time/workload constraints, 19=Lack of IP strategy, 25=Lack of interprofessional collaboration/communication networks, 26=Unclear/absent clinical protocols/guidelines, 27=Inappropriate patient/team pressure for prescribing, 33=Lack of local policies for IP, 34=Lack of governance/accountability structures, 35=Lack of team understanding of IP, 36=Lack of clinical/service advantage of IP, 37=Lack of peer support/mentoring, 38=Lack of prescribing confidence/competence, 42=Fear of responsibility/accountability/error, 43=Lack of practitioner specialist skills, 45=Lack of professional/personal adoption incentive, 48=Poor/absent physician relationships, 49=Lack of IP role clarity, 50=Expedient medicines pathways, 51=Prescribing considered outside professional practice scope, 53=Lack of course information, 54=Inconsistent selection policies, 55=Lack of workforce planning, 58=Formulary restrictions, 59=Lack of service user acceptance, 60=Delayed registration post qualification, 62=Lack of medical supervision, 63=Employment model.

Facilitators: 4=DMP role clarity/good DMP supervision, 5=Interprofessional training model, 6=IP role clarity, 7=Established physician relationships, 8=Medical/managerial support/leadership, 9=Professional/personal adoption incentive, 10=Clinical/service advantage of IP, 11=Interprofessional collaboration/communication networks, 12=Peer support/mentoring, 13=Lack of course funding, 20=Prescribing integral to advanced practice, 21=Identified service pathways gaps, 22=Practitioner specialist skills, 23=Consultation time, 24=CPD/supervision, 28=Clinical/professional protocols/guidelines, 29=Prescribing confidence/competence, 30=Exposure to prescribing opportunity, 31=Adequate formulary, 32=National incentives/policy initiatives for prescribing, 39=Service user acceptance of IP, 40=Governance/accountability structures, 41=Audit/feedback on prescribing practice, 44=Good interprofessional relationships, 46=Stakeholder consultation, 47=Team understanding of IP, 52=Clinical record/IT access, 56=Employment model, 57=Medical supervision, 61=Delineated scope of prescribing competence.

Comm, community; CPD, continued professional development; DMPs, designated medical practitioners; Gen-P, general practice; GPs, general practitioners; HEI, higher educational institute; IC, integrated care; IP, independent prescribing; IT, information technology; NIP, nurse IP; N non-IPs, nurse non-IPs; OOH, out of hours; pall, palliative; physio-IP, physiotherapist IP; physio non-IPs, physiotherapist non-IP; PIPs, pharmacist IP; QATSDD, Quality Assessment Tool for Studies with Diverse Designs.

Fifteen studies addressed nurse IP,127–129 132–134 136–140 143 146 148 150 seven included pharmacists130 131 135 142 144 147 149 and one study focused on physiotherapists.141 Where indicated, studies were conducted pre-2011,128 129 133 137–139 143 147–149 between 2011–2015127 130 132 134 145 146 150 or between 2016–2019.131 135 142 144

All studies reported results from primary care IP implementation; in general practice,136–138 143 community domiciliary/residential care132 139 140 142 144 146 150 or mixed general practice/community settings.127–131 133–135 141 147 148 Participants included nurse/pharmacist prescribers,130 132 134–137 139 140 146 147 149 150 nurse/physiotherapist non-prescribers,141 143 nurse non-medical prescriber trainees and educational staff,127–129 service-users133 134 138 148 and multidisciplinary team members.142 144 149 150 Studies explored training,127–129 IP roles,130 136 137 139 146 149 patient acceptance,133 138 148 prescribing/medicines optimisation practices,131 132 134 140 141 150 implementation feasibility142 and barriers and/or facilitators.135 143 144 147

The methodological quality of included studies (see table 3 summary) was average, with a QATSDD mean score 25 (range 13–36), mainly due to seven low scoring studies.130 132 137–140 143 Common methodological weaknesses were: lack of explicit theoretical framework,130 132 137 138 140 143 limited/absent rationale for choice of analytical methods130 132 137–140 143 and lack of reliability assessment for analytical processes.130 132 137–140 143 Methodological strengths of higher scoring studies were: statement of aims/objectives in main body of report,128 131 134 135 141 145 150 description of data collection procedures128 131 135 141 144 145 147 and fit between research question and method of analysis.128 134 135 141 144 145 147 150 Notably studies providing richer contextual descriptions,131 135 144 146 147 150 and/or using implementation theory135 144 explored barriers and/or facilitators in greater depth.

Identification of barriers and facilitators and key stages of implementation

Implementation of IP in primary care was found to be complex and influenced by a myriad of organisational service, team and individual stakeholder level barriers and facilitators. Informed by descriptive/data themes, these fell into four major analytical themes, each of which is presented as a key stage in the implementation process as follows:

  1. Analytical theme 1: Preparation—organisational readiness for implementation

  2. Analytical theme 2: Training—optimising practitioner readiness for IP

  3. Analytical theme 3: Transition—ensuring early prescribing support

  4. Analytical theme 4: Sustainment—maximising and developing IP.

Table 4 provides an overview of analytical themes, associated descriptive/data themes and summative findings. Examples of indicative quotations making up these themes are presented in online supplemental file 3. Factors presented within themes acted as barriers and/or facilitators to implementation, for example, poor managerial support was a barrier, while proactive managerial support and leadership facilitated implementation. It is acknowledged that barriers and facilitators overlap some themes and in some cases are interdependent. For example, lack of mentoring relationships with doctors limited opportunity for informal support, which in turn prevented prescribing competence development and risked loss of prescriber confidence.140 147 Therefore, to avoid duplication of findings, barriers and facilitators are presented within the themes deemed most appropriate, yet their presence and influence is acknowledged elsewhere. Given that the majority of data were derived from studies conducted in England or mixed geographical settings, it was not possible to deduce differences in barriers and facilitators across the devolved UK nations.

Table 4.

Analytical themes and subthemes from included studies, with summative findings

Analytical theme Descriptive theme Data theme Summative findings
Analytical theme 1: Preparation—organisational readiness for implementation Theme 1.1: Clarifying need and advantage of independent prescribing Clarifying clinical/service need for independent prescribing
Establishing service pathway gaps
Role clarity
Theme 1.2: Managerial leadership and support Role of managers
Recognising value
Culture
Theme 1.3: Interprofessional environment Inter-professional relationships
Communication & collaboration
Analytical theme 2: Training—optimising practitioner readiness for independent prescribing Theme 2.1: Selecting the right practitioners Selection
  • Adoption was impeded by inconsistent candidate selection policies and lack of workforce planning.141 143 Individual practitioner expectation of professional/personal benefit remained a key driver for IP adoption.128 130 131 136 137 139

  • Skills requisite to IP (eg, physical assessment and communication skills) were important factors influencing service user and team acceptance of IP.133 134 138 142 144 146 148–150

  • Motivational barriers (eg, lack of remuneration, fear of litigation and competing professional or personal commitments) disincentivised training uptake.136 141 143

Skills and aptitudes
Motivation and commitment
Theme 2.2: Preparing and supporting practitioners during training Expectations of training
  • Lack of information on NMP training and support for managing competing work, personal/ academic commitments negatively influenced student learning experiences.127–129 143 146

  • Standardised allocation of study leave/backfill/protected time and prepared practice mentors were essential to support learning.127–129 132

  • Additional training buddying schemes helped students better manage the competing demands of training while working.129.

Study leave
Designated Medical Practitioners
Analytical theme 3:
Transition—ensuring early prescribing support
Theme 3.1: Transition as a point of vulnerability Self-confidence
  • Transition was a point of high vulnerability for new prescribers with an initial lack of confidence often under-recognised by teams.135 137 139 140 146 147

  • Delineating a minimum scope of practice by restricting formulary and/or using guidelines/protocols facilitated early growth of competence and confidence.136 137 139 140 147 149

  • Early exposure to prescribing opportunity, time and structured support systems with medical supervision were essential in transition.127 130–132 134–137 139 146 147

Theme 3.2: Nurturing confidence and competence Minimum competence
Experience and exposure
Theme 3.3: Transition support needs Informal and formal support systems
Analytical theme 4: Sustainment—maximising and developing independent prescribing Theme 4.1: Service delivery Impact on workload
  • IP could increase workload and imposed time constraints.130 135–137 139 140 146 150 Role underuse was a risk in community settings if infrastructural requisites (eg, electronic prescribing/IT clinical record access) failed to be implemented.130 132 139 140 146 147

  • IP for service redesign and sustainability was facilitated by competence development, CPD opportunity and medical/managerial leadership.130 131 134 137 139 140 142 144 146 147 149 150

  • CPD provision and formal evaluation of IP implementation was inconsistent and lacked standardisation in primary care.130 136 140 147 150

  • ‘Enhancement’, ‘substitution’ and ‘role specific’ implementation models based on the maintenance or change in prescribing competence, service reconfiguration and/or substitution of services were identified.130 137 139 140 142 144 146 147 149

Theme 4.2: Supporting role development Role/service expansion
Continued professional development
Evaluation and reflection

CPD, continued professional development; DMPs, designated medical practitioners; GPs, general practitioners; IP, independent prescribing; NMP, non-medical prescribing.

Analytical theme 1: preparation—organisational readiness for implementation

This analytical theme refers to barriers and facilitators influential to the planning phase of implementation which related to the service need and relative advantage of implementing IP, the need for consistent managerial leadership and an interprofessional environment that was conducive to team implementation.

Descriptive theme 1.1: clarifying need and advantage of implementing independent prescribing

Identifying shortfalls in existing medicines pathways and how IP could fill service gaps were key steps in this stage. Studies described a highly qualified, specialist nursing and pharmacy workforce delivering unscheduled, scheduled and out-of-hours services130 132–137 139 140 142 144 146 148–150 who routinely made autonomous clinical decisions necessitating prescribing and medicines optimisation skills.127 133–135 140 146 148 150 IP held tangible advantage over former methods of accessing prescribed medicines which involved request, referral and/or the counter-signing of prescriptions by doctors. Subject to GP workload132 142 144 and constrained availability,140 142 144 146 these methods were labour intensive,140–142 144 146 inefficient136 140 141 146 and burdened services and patients through the need for additional healthcare contacts.133 137 139 141 142 146 148 By removing the need for doctor input, IP improved responsiveness with respect to medicines,133 135 139 140 142 144 146 148 enhanced care quality130 142 146 and helped prevent adverse outcomes.140

Lack of team clarity and transparency on IP role intentions were persistent barriers to implementation.137 139 140 142 144 146 147 149 Poor team understanding of IP could limit integration,149 and promote role ambiguity149 or misuse.130 136 140 147 Consultative team stakeholder processes facilitated clarification of current medicines pathways bottle necks,144 helped cement clinical advantage of IP144 and encouraged a collective understanding of implementation.142 144 149 Conversely, if existing medicines pathways were perceived to be expedient and IP held limited advantage, adoption was less likely.141 143

Descriptive theme 1.2: managerial leadership and support

Lack of managerial leadership and support were highly cited barriers to implementation that persisted across the review decade. Nurse/pharmacist prescribers reported stage specific and ongoing funding,128 141 143 training129 130 132 136 137 139 140 147 and infrastructural needs130 132 139 140 146 147 that extended across the IP implementation trajectory. Managerial support was, however, frequently reported to diminish post-adoption128–130 132 136 137 139–141 143 146 147 and many practitioners believed managers lacked knowledge about IP130 136 137 141 143 or misunderstood its potential for improving service quality.130 143 Nurses/pharmacists ascribed high value to IP for improving service efficiency135 136 139 140 146 147 and skill utilisation,130 132 136 140 perceiving it extended clinical knowledge beyond prescribing,130 132 140 146 enhanced clinical confidence130 137 139 140 146 and job satisfaction,136 139 146 and facilitated team education.130 142 149 They perceived themselves a unique workforce resource with potential for better mobilisation in under-resourced areas (eg, mental health).130 However, there was a perception that management lacked appreciation of primary care workforce aspirations for IP143 and overlooked its scope.130 141 143 Better recognition and commitment were considered essential for leveraging and driving IP services forward.130

Ensuring teams understood IP and its role within care delivery mitigated subsequent barriers136 137 140 149 and was critical for implementation success.137 139 140 142 144 146 147 149 Doctors, receptionists,136 137 149 dispensing pharmacists146 149 and peer colleagues139 146 147 149 all played supervisory and/or infrastructural roles in IP implementation and understanding the need for this input was essential. While staff clarity on their roles in relation to IP positively influenced willingness to provide enabling supports such as clinical administration,136 149 record access144 and clinical supervision/pharmaceutical advice140 146 lack of team understanding of IP was a barrier that was cited repeatedly across the review decade.132 136 137 139 140 143 144 146 147 149

Descriptive theme 1.3: Interprofessional environment

Respectful, trusting interprofessional relationships promoted an appreciation of different professional skill sets,149 helped ratify the purpose of IP127 149 and built team confidence in the prescribing competence of nurses and pharmacists.127 140 Good relationships facilitated information transfer,140 promoted supervision provision,147 149 shared learning127 and team working.149 Acceptance and positive attitudes towards IP as a shared skill were facilitative to implementation142 144 149 and mitigated the likelihood of ‘turf wars’ emerging if IP roles was perceived to encroach on professional territories.149 While many nurses/pharmacists reported positive relationships with doctors,137 139 140 146 149 others described jurisdictional tensions over prescribing authority.137 143 149 Building trust for IP where relationships were weak took time,142 and given the important supervisory role of doctors in IP,130 132 136 139 140 146 147 consideration of their strength in adoption planning is pertinent. Good communication networks were more likely where established relationships and positive attitudes towards IP prevailed,140 149 and were important for imparting information to teams about IP,136 142 144 for developing supervision and peer support140 146 and promoting teamwork.144 149

Analytical theme 2: training—optimising practitioner readiness for independent prescribing

This analytical theme refers to the extent to which organisations select and prepare the right practitioners for IP training, as well as how they support and maximise students’ learning experiences.

Descriptive theme 2.1: selecting the right practitioners

Overall, strategic planning for IP workforce selection lacked scrutiny, and practitioner choice,128 130 136 expectation of improved job satisfaction,136 143 146 efficiency and patient benefit128 136 were the primary drivers for implementation across the review period. Training course drop out128 and failure to prescribe following training,130 132 suggest a need to ensure selection procedures match skills and capabilities to IP and increase the chances of organisational return on IP training investment. Synthesis identified essential skills130 133 135 136 138 146 148 150 and personal motivation128 130 as important considerations. Study demographic data indicated a clinically experienced workforce,130 136 137 146 147 with degree/higher degree educational and/or specialist skills attainment.128 133 140 148 Advanced physical assessment and clinical specialty skills not only suggested expertise and theoretical knowledge to underpin IP but were also recognised by patients as important contributors to care quality.133 138 148 Patients reported high levels of confidence in IP led care, with the caveat that prescribers demonstrated knowledge and expertise.133 138 148 Good interpersonal, communication, examination, history taking and diagnostic skills were key. These were mandatory for differential diagnosis133–135 148 150 and holistic management,136 146 150 for conferring practitioner prescribing/non-prescribing decisions134 135 150 and managing treatment concordance130 133 135 138 144 148 150 and patient expectations for medicines.134 135 150 Motivational deterrents to IP uptake that were identified by non-prescribing nurses143 and physiotherapists141 were being near retirement,143 a reluctance to undertake further advanced training,141 143 concerns about training rigour141 and a perception of effort/remuneration imbalance.141 143 Although IP job satisfaction and professional benefits were considered future adoption drivers143 lack of financial remuneration in particular disincentivised practice nurse143 and physiotherapy adoption.141

Descriptive theme 2.2: preparing and supporting practitioners during training

UK non-medical prescribing training programmes employ profession-specific or interprofessional models, delivering 26 days equivalent full-time education alongside a supervised learning in practice period.127 Given the onus for safe prescribing, programmes were reported by students and nurse/pharmacist prescribers to be academically rigorous.129 146 There was evidence however that students lacked key knowledge about generic training models,143 the learning expectations of different pedagogies,127 as well as course assessment and portfolio requirements.128 Expecting narrower, specialty specific rather than generic training was common.128 146 Students found the academic demands of training while continuing their usual clinical duties challenging indicating a need to better balance work, personal and academic commitments.127 129 The degree of allocated support time128 129 and the quality of mentoring during supervised practice learning127 were key influences on student learning experiences. Adequate study leave, protected time and backfill respectively optimised study time, reduced personal time encroachment and negated the need to absorb usual role duties while training.128 Despite organisational requirement to confirm study leave arrangements pre-training, primary care allocation was highly unstandardised, with some students entering training without a confirmed agreement.128 Prepared practice mentors with clarity on their role obligations in general provided a higher level of input to students,127 and good mentor–student relationships that continued post-training facilitated transition.132 Additional training buddying schemes helped students better manage the competing demands of training while working, although time constraints limited their uptake.129

Analytical theme 3: transition—ensuring early prescribing support

This analytical theme highlighted the importance of the post-qualification transition period in the development of prescribing confidence/competence and identified a high need for supervision and informal and formal support. Delineating the scope of prescribing competence facilitated early implementation.

Descriptive theme 3.1: transition as a point of vulnerability

Many nurses/pharmacists held vivid memories of anxiety and fear during their first IP encounters,137 139 140 146 147 reporting a diminution of self-confidence during the early transition period.135 137 139 140 146 147 This finding traversed the review decade and was unrelated to how prepared prescribers felt by training.137 146 Heightened awareness of the risks of error,147 the cautionary approach instilled by training137 147 and liability for personal accountability139 146 fuelled feelings. It was recognised that self-confidence and competence development were essential for prescribing137 147 and mitigated anxiety,146 but were highly dependent on exposure to prescribing opportunities,146 147 time137 147 and above all, the level of available support.127 132 139 146 147 Without a channel for accessing supervision, nurses/pharmacists could doubt competence, lose confidence and defer from prescribing.147 This led to a lack of competence development and underutilisation of IP147 and suggests that greater acknowledgement of transitional developmental needs is necessary.

Descriptive theme 3.2: nurturing competence and confidence

Establishing competence boundaries and recognising personal limitations were important enablers in transition.137 147 Nurse/pharmacist prescribers defined competence as the immediate clinical areas in which they had the knowledge and confidence to prescribe.136 137 139 140 147 149 Delineating individual scope of prescribing practice by restricting the range of medicines prescribed to circumscribed clinical areas136 140 146 149 in line with clinical guidelines and protocols137 encouraged the early development of competence.147 Alternatively, prescribing outside these boundaries,137 as in complex polypharmacy or comorbidity,132 140 was deemed risky, unsafe and unprofessional.136 147 149 Nurses/pharmacists reported that teams often failed to recognise their self-confidence issues related to competence,140 and exerted inappropriate expectations for IP.132 136 137 Recognising that as a new skill, development of prescribing competence was time and opportunity dependent137 146 147 several nurses expressed anxiety that prescribing skills would diminish during transition if not used.146

Descriptive theme 3.3: transition support needs

Reports of poor transition support pervaded the review decade130 132 135 136 139 140 146 147 and there was limited evidence of pre-emptive, formalised supervision provision.132 Nurses reported this absence as immediately impactful,139 especially in isolated roles and in services with few prescribers.130 147 While nurses and pharmacists desired structured and informal supervision,140 147 in all seven studies addressing this theme,130 132 136 139 140 146 147 most could only access a variable level of informal support. ‘Open door’ contemporaneous advice given by GPs was the primary source, although specialist doctors, peers and pharmacists were also consulted. Team receptiveness to providing this mentoring,147 its reliability135 139 and accessibility146 147 were key facilitators. Informal opportunities for discussion provided security147 and were valued.136 139 146 147 Exemplifying barrier interdependence, lack of mentoring relationships with doctors limited opportunity for informal support, prevented prescribing and limited competence with specific medicines or clinical conditions.147 In turn this necessitated re-engagement of GP referral for prescribing and culminated in inequitable patient medicines management.140 147 To address shortfalls in formal support provision, several prescribers set up local peer networks,132 136 140 however a strong desire for formalised mentorship was expressed.130 136 140 147

Analytical theme 4: sustainment—maximising and developing independent prescribing

This analytical theme describes barriers and facilitators within the descriptive subthemes of service delivery and supporting role development, which relate to how IP was used and maximised in primary care.

Descriptive theme 4.1: service delivery

Prescribers reported that IP promoted efficient, streamlined services.136 137 139 140 142 146 However, views on how it impacted individual practitioner workload differed.136 137 139 140 146 147 IP reportedly lengthened consultations,130 136 added administrative tasks139 146 and increased job-related stress.136 Undertaking in-depth holistic assessment to inform prescribing needs imposed time constraints,130 150 which were exacerbated in strict 10-minute clinical allocation systems.135 136 Additional time and experience could however be mitigating.135 150 Community IPs reported their main workload barriers as administrative and related to absent or incompatible electronic record and prescription generation systems.132 139 140 146 147 150 Seeking clinical information caused significant delays, in some cases causing IPs to revert to GP referral for prescribing needs.132 139 146 147 However, recent IT accessibility was suggested to mitigate retrieval problems.144

Attitudes towards role change because of IP also influenced perceptions about workload.136 137 Some prescribers perceived that GPs abdicated responsibility for prescribing following introduction of IP146 which increased workload and job demand.136 137 Prescribers negatively referred to this as work offloading,137 and were suspicious of underpinning financial motives.143 Alternatively, other prescribers viewed the benefits of IP at a broader service level and as an opportunity to reduce GP colleague workforce pressures.132 144 146 While GPs in one study stressed that their acceptance of pharmacist IP rested on whether it increased existing workload142 limited team member involvement within studies precluded synthesis of wider primary care workload impact of IP.

Descriptive theme 4.2: supporting role development

Despite limited contextual detail on workforce planning,130 144 149 three broadly categorised ‘models’ of IP implementation were identified. The first ‘Enhancement’ model introduced IP to enhance the efficiency of existing nurse/pharmacist roles without changing the pattern of service provision, client group or condition complexity.137 139 140 147 149 The second ‘Substitution’ model adapted existing IP roles to directly substitute or replace GP services, which required some level of structural re-organisation of care and/or a change in core prescribing competence,130 139 142 144 146 (eg, substituting GPs in out-of-hours palliative care services and additionally managing non-cancer terminal illness146). The final, less frequently evidenced ‘Role specific’ model created new roles specifically for pharmacist prescribers, for which geriatric chronic disease and comorbidity management were new areas of competence, and in which pharmacists assumed a transfer of responsibility from GPs for care home medicines management.142 144 One study found that the specific models of employment/funding influenced how well IP roles were integrated,149 with direct GP practice employment as opposed to commissioned Primary Care Trust (PCT) funded roles creating greater sense of permanence, better role use and enhanced team involvement. This was assumed to result from improved relationships, trust and team building.142 144

A strategical top–down approach to implementation of IP was unclear from the reviewed studies, and overall an individual practitioner, bottom–up approach appeared to drive adoption. However, there was some evidence that where skill mix was recognised and valued within services,144 149 CPD was readily available149 and doctors provided leadership137 149 IP was used to greater extent for primary care redesign and service sustainability. Absent policy and national targets restrained IP resource allocation,130 while policy and national guidance was facilitative.142 144 Doctors also imposed constraints on IP by limiting clinical caseloads,137 147 restricting formularies132 149 or by retaining sole diagnostic prescribing responsibility for patients.130 144 For some prescribers, competence expansion was synonymous with crossing job descriptions and mandated formal negotiation with employers.147

Provision of CPD overall was inconsistent, untargeted to evolving learning needs,136 147 and prescribers identified pharmacology,139 statutory drug updates136 as key topics. Lack of confidence with heart failure,140 mental health conditions130 polypharmacy and off-label prescribing147 suggested CPD in comorbidities warranted further input. Trust provision included forums/meetings,136 140 commissioned training, national conference attendance139 149 and electronic journal resources.139 However, provision varied widely and with few prescribers reporting accessible CPD systems,136 140 there was agreement that improved implementation was necessary.130 136 139 140 147 150

With time and input to create support systems140 and enhance communication concerning role boundaries146 prescribers reported that IP integration improved. However, formal evaluation following implementation was rare,132 with only two studies135 150 identifying quality assurance activities such as audit and local/national data benchmarking in the context of antibiotic stewardship.

Discussion

The future of UK primary care is reliant on workforce expansion and introduction of new first-contact non-medical roles.27 151–154 Ensuring practitioners have the right skills to enable sustainable service development, at scale and pace is key.155 156 Recent reports of rising non-medical prescriber numbers in some regions of the UK30 79 157 suggest healthcare providers are recognising the value of prescribing for skill-mix and workforce transformation. Ensuring implementation is optimised, sustained and IP roles are maximised for service and patient benefit is essential.

This is the first meta-synthesis evaluating barriers and facilitators to the implementation of IP by non-medical healthcare professionals in primary care. Guided by theory and synthesising factors across a continuum of implementation provides a temporal dimension and insight into three primary ‘enhancement’, ‘substitution’, and ‘role specific’ models of implementation that previous UK systematic reviews lack.54 68 69 74 In its infancy in UK primary care non-medical prescribing research,135 144 158 159 implementation theory is likely to become increasingly important for informing implementation strategies as the governance arrangements for extended prescribing rights grow in complexity157 and the socio-political primary care landscape continues to change.160

From stakeholders’ experiences of implementing IP, barriers and facilitators were identified in four key analytical themes: ‘Preparation’, ‘Training’, ‘Transition’ and ‘Sustainment’. While some interdependence and overlap is acknowledged, these themes present a stage based road map of barriers and facilitators for consideration in future implementation.

In the theme ‘Preparation’, the importance of organisational readiness for implementing IP was reflected by a need for consistent managerial leadership/support, improved team understanding of prescribing role intentions and an interprofessional environment that supports novice prescribers. While nurses and pharmacists considered IP integral to advanced practice and essential to enhance workforce skill utilisation there was concern that it lacked strategic prominence in primary care. Accordingly, the ‘Training’ theme identified a need for improved managerial recognition of primary care workforce aspirations for IP along with a need to ensure skills and motivations matched those necessary for training. In line with national reports,43 46 55 the response to the non-medical prescribing agenda has been sluggish in some UK regions,59 with reforms to commissioning either marginalising59 or fragmenting its funding.110 161 Moreover, in common with national evaluations,43 59 162 163 this synthesis identified a continuing practitioner led implementation of IP with largely voluntary uptake. Contrary to secondary care,62 there was limited evidence142 144 for policy driven service design or targeted strategy embedding IP within career or service pathways. This suggests a disjointed approach to implementation that may reflect the rapidly changing policy and service context of UK primary care.164–166 However, with a third of the non-medical general practice workforce near retirement age,167 and succession of IP roles lacking guarantee,149 sustainability of non-medical prescribing capability is a key concern for future management of primary care patient medicines needs.168

Transition was identified as a key stage in implementation that warrants greater scrutiny and has resonance for professions such as paramedics who are new to prescribing. While its affective nature169 170 and need for bespoke support systems has been previously recognised,171 172 few studies have specifically sampled novice prescribers170 173 to ascertain optimal supervisory requirements.169 Despite extension of IP rights to optometrists, physiotherapists, radiographers, podiatrists and paramedics over the past 13 years, focus on implementation issues during transition within each profession has been limited.43 174 175 This is likely to be especially important for paramedics who, awarded IP rights in 2018 have not been subject to the supplementary prescribing lead in period that characterises other professions176 and who are historically less well established in the primary care workforce.177 178 Early data suggesting challenges around role isolation, team expectations of paramedic IP and lack of legislative parity for controlled drugs warrants further exploration to determine whether paramedics too, face similar barriers identified by this review.175 179

In common with other UK reviews,68 69 limited overall focus on long-term sustainability or strategy for implementation at either local, regional or national level was found. This was echoed by the dominance of the ‘enhancement’, as opposed to ‘role specific’ implementation models identified and may reflect the multiple changes made to policy,180 leadership181 and commissioning182 and the ongoing embedding of new governance structures within primary care.183 Of note, despite finding a need for more cohesive managerial support that extends across the entire implementation trajectory, minimal reference was made to the championing and change agent functions of non-medical prescribing leads.171 172 The Department of Health has long recommended implementation of non-medical prescribing under direction of a designated lead with strategic, operational and governance footholds.33 A lack of representation in recent regional research157 supports the tenet that many of these roles were not replaced in England following the abolition of primary care trusts.172 Successful implementation is more likely when champions are fully organisationally supported184 and provide sustained input to implementation activities.171 185 186 However, a lack of role infrastructure, clarity and designated time,157 172 along with the increasingly diverse non-medical prescribing workforce is challenging this important role. While other models of primary care workforce mentoring show promise,187 the repetition and frequency of barriers exposed by this synthesis over the review decade indicate urgent need for a more cohesive approach to supporting IP.

Strengths and limitations

This review strengthens the UK evidence base by identifying challenges to IP implementation in traditional and contemporary primary care contexts. Using comprehensive search strategies and robust analysis methods, it highlights factors during ‘Preparation’, ‘Training’, ‘Transition’ and ‘Sustainment’ stages and models of implementation which can be used by practitioners and policymakers to identify areas for improving implementation support.

Although limited to UK literature, the theoretical lens ensured focus on common factors known to facilitate implementation (eg, the need for leadership and championing) which are generalisable to any implementation context, either in the UK or internationally. We did not however include grey literature and although qualitative synthesis enabled rich description of elements perceived by stakeholders to influence implementation of IP in the UK, reviews that include quantitative literature in primary care are encouraged. Our focus on primary care excluded barriers and facilitators that may be unique to acute care and other settings. Moreover, as the non-medical prescribing agenda is disseminated across the NHS, it will be increasingly important to consider the theoretical basis for developing strategies to achieve more successful implementation of this complex innovation in different professions.67 119 188

Conclusion

Globally, healthcare systems are implementing strategies to address workforce deficits that enhance the skills of nurses, pharmacists and other non-medical healthcare professionals. Integral to advanced scope of practice, it is imperative that IP capability is optimised through successful implementation. This meta-synthesis has identified persistent barriers at the ‘Preparation’, ‘Training’, ‘Transition’ and ‘Sustainment’ stages of implementation. A more coordinated and targeted approach to overcome barriers identified in these stages is key to ensuring that IP is an effective approach to helping alleviate workforce shortfalls in the UK, and around the world.

Supplementary Material

Reviewer comments
Author's manuscript

Footnotes

Twitter: @666mellemel, @nmp_nicolacarey

Contributors: JE and NC conceived the study. JE obtained funding, oversaw all aspects of the project and contributed to all stages. JE drafted this paper. JE designed and executed all the searches, data extraction, coding and quality appraisal. NC contributed to all stages of the review, including data extraction and coding. MC and NC contributed to the evolving synthesis and formulation of conclusions. JE is the guarantor of the paper.

Funding: This work was supported by a University of Surrey Doctoral Scholarship 2018–2021 award (6522700).

Competing interests: None declared.

Patient and public involvement: Patients and/or the public were not involved in the design, or conduct, or reporting, or dissemination plans of this research.

Provenance and peer review: Not commissioned; externally peer reviewed.

Supplemental material: This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise.

Data availability statement

No data are available. No additional data are available.

Ethics statements

Patient consent for publication

Not applicable.

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Not applicable.

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