Methods
We co‐developed our approach and multi‐phase methods with our knowledge users, grounding them in evidence mapping methodology and the blueprints and methods from previous recommendation mapping efforts [ 12 , 15 ]. This project will be conducted in three phases including (1) planning phase and chronic pain RecMap working groups, (2) RecMap development and integrated early knowledge mobilization phase and (3) end of project knowledge mobilization phase. We describe the details of each phase below.
We co‐designed the structure of our team with knowledge users to ensure an efficient, scientifically rigorous, and equity‐informed workflow (Figure 1 ). The eight‐member steering committee (AJD, JWB, GHG, HJS, SR, VW, LC, and JS) will provide strategic oversight for methodological and managerial decisions. This committee will guide the activities of all RecMap working groups, ensuring alignment with the project's objectives and adherence to best practices. A diverse group of provincial, national, and international interest holders (detailed in Table 1 ) will engage in structured consultations with the steering committee throughout the RecMap development and mobilization process. The Evidence Prime [ 17 ] working group, composed of product designers and software developers, will be responsible for designing the RecMap platform to include relevant variables, data, program filters, and search functionalities. The research committee (AJD, KT, GBS, and DMR) will train and oversee teams of reviewers to conduct systematic screening, appraisal of guidelines and recommendations, and extraction of relevant data to populate the RecMap (Figure 1 ). This process will follow pre‐defined eligibility criteria and standardized methods to ensure the reliability and validity of included information.
Structure of team and workflow for development and maintenance of the Chronic Pain RecMap.
Interest holders.
The knowledge mobilization (KM) committee, which will include KM experts and interest holders from supporting organizations, will be responsible to engage with interest holders to prioritize and co‐develop strategies to mobilize the RecMap including unidirectional, bidirectional, engagement, and implementation activities (examples are presented in Table 2 ). The equity, diversity, and inclusion (EDI) committee (AJD, JS, VW, SR), will ensure that EDI, including sex and gender considerations, are integrated throughout the planning, development, and dissemination phases. Specific tasks include ensuring equitable team representation, expanding partnerships with marginalized communities, and fostering inclusive and collaborative environments. The EDI committee will also ensure patient collaborators are compensated fairly in accordance with Canadian Institutes of Health Research (CIHR) Strategy for Patient‐Oriented Research (SPOR) guidelines and will adopt inclusive recruitment strategies to promote diversity [ 18 ]. Also, the EDI committee will train teams to systematically extract equity relevant data from guidelines and evaluate whether EDI considerations were explicitly addressed in the development of recommendations.
Examples of knowledge mobilization activities.
We will include guidance documents that provide recommendations, including evidence‐based guidelines as defined by WHO [ 19 ] and position statements [ 20 ]. We will include documents published in any language addressing the use of opioids, cannabis, or spine‐related interventional procedures for chronic pain in adults or children. When multiple versions of a guideline exist, we will include only the most recent version. We will limit our search to the past 5 years (2019 to present).
Our search will rely on bibliographic database searches, manual searches, and targeted contacts. First, an experienced librarian (RJC) will develop and run searches in Medline and EMBASE using a combination of MeSH terms and keywords approved by Peer Review of Electronic Search Strategies (PRESS) (see Appendix 1 for search strategy). Second, we will conduct a manual search of ECRI Clinical Guidelines [ 21 ], International Database of GRADE Guidelines [ 22 ], Guideline Central [ 23 ], Trip Database [ 24 ], and International Guidelines Library [ 25 ]. Third, we will conduct manual searches of guideline organization websites (e.g., National Institute for Health and Care Excellence (NICE), Scottish Intercollegiate Guidelines Network (SIGN), WHO, Centers for Disease Control and Prevention (CDC), Veterans Affairs and Department of Defense (VA/DoD)). In addition, we will search in Guidelines registries PREPARE and Guideline international network (GIN) registry [ 26 ]. We will update our searches every 6 months or as needed to ensure the RecMap is up to date.
Pairs of reviewers will screen, independently, each title and abstract and all potentially eligible full texts. We will then transfer all eligible guidelines to a Google worksheet for critical appraisal. We will ensure identification of guideline references by having reviewers extract general information from every eligible guideline document (i.e., authors, title, publication date, database/website) and generate a unique record ID.
Teams of two trained assessors will appraise guideline quality using the AGREE‐II tool [ 27 ], which evaluates six domains: scope and purpose, stakeholder involvement, rigor of development, clarity of presentation, applicability, and editorial independence. We will calculate domain scores using AGREE‐II formulas. We will subsequently appraise the quality of individual recommendations from guidelines meeting a defined threshold using the AGREE‐REX tool, which evaluates Clinical Credibility, Stakeholder Values and Preferences, and Implementability [ 28 , 29 ]. Given the uncertainty regarding quality of chronic pain guidelines eligible for our review, we will not prespecify a threshold. Instead, we will first systematically appraise all eligible guidelines with AGREE‐II and map their domain scores overall and within specific clinical topics (opioids, cannabis, spine‐related interventions). The Steering Committee will then iteratively determine an inclusion threshold through consensus, balancing methodological rigor and adequate representation across clinically important areas.
In a next step, one reviewer will extract data from each guideline and its recommendations into a customized GRADEpro platform [ 30 ], with verification by a senior team member. With regard to equity relevant information, we will extract data based on sex, gender, and other PROGRESS‐Plus factors. This includes subgroup analyses or meta‐regressions examining benefits and harms separately by sex and gender, and recommendations explicitly informed by these analyses. We will document whether guidelines address population representation, baseline risk differences, intersectional impacts (e.g., overlapping effects of sex, gender, race, socioeconomic status), and barriers to intervention access along with associated implementation considerations. Extracted equity‐related data will be highlighted within the RecMap. When equity‐related evidence is limited or unreported, these gaps will be identified in the platform's research priorities section or alongside the quality assessment. Ultimately, this platform will systematically present guideline‐level data (e.g., source, search date) and recommendation‐level details, facilitating tailored searches, ongoing updates and future contextualization efforts [ 15 ].
Evidence Prime will develop interfaces and present information on the platform tailored to meet the needs of our three user groups [ 31 ]. To tailor the platform's interfaces and information presentation, Evidence Prime will create interactive RecMap mockups that we will use to first conduct focus groups with our interest holders to receive feedback. We will consider this feedback and make suitable revisions to the mockups. We will then conduct individual think aloud testing with members of the public, including researchers, health care providers, policymakers, patient partners and families to further test usability of the different interfaces of the platform. Finally, the steering committee and Evidence Prime will discuss findings from the usability assessments and agree on final content and visual updates of the RecMap.
To ensure accessibility for all users, the platform will adhere to Web Content Accessibility Guidelines (WCAG) [ 32 ]. This includes offering captions for video content and transcripts for audio content included in the platform; using sufficient color contrast between text and background to ensure readability for users with visual impairments or color blindness; and ensuring users can resize, using browser settings, text up to 200% without loss of functionality or content [ 32 ].
The platform will offer multiple viewing options including lists of relevant recommendations, a visual map, and a comparison tool for recommendations based on predetermined criteria. The map will present a consultation grid that visually presents guidelines, recommendations, or research priorities by topic area with interventions displayed in rows and the populations in columns. Programmed filters as well as a free text search function will enhance navigation. Users will have the option to access detailed information for each recommendation including the quality of the source guideline and the recommendation of interest as per AGREE‐II and AGREE‐REX assessments; the certainty of the evidence (very low, low, moderate, or high); direction (for or against); and strength of the recommendation (strong or conditional). We anticipate guidelines included in the RecMap may use various classification systems for rating the certainty of evidence and strength of recommendations (e.g., SIGN, Oxford CEBM, ESC). To facilitate consistent comparison across recommendations, we will systematically transform these ratings into GRADE categories using the structured framework proposed by Klugar et al. This structured approach will support consistent interpretation and comparison of recommendations across diverse guidelines [ 33 ]. To facilitate understanding and application, we will provide additional resources such as evidence summaries, infographics, and decision aids [ 15 ].
The RecMap will include an adaptation feature, linking users to original evidence syntheses (e.g., summaries of benefits, harms, values, and impact on equity) and databases such as Epistemonikos for systematic reviews and primary studies. This feature will support users in contextualizing existing recommendations to different settings [ 34 ].
In another stage, we will identify and assess divergent recommendations, defined as scenarios in which two or more recommendations provide conflicting or differing courses of action for the same guideline question. We will examine divergence across four aspects including direction (for or against), strength (strong or conditional), certainty of the evidence (high, moderate, low, or very low) and contextual factors (values and preferences, cost/cost effectiveness, equity, acceptability, and feasibility). Using RecMap filters, reviewers will first confirm that compared recommendations match in terms of (1): Population, Intervention, Comparator, Outcome (PICO) elements with differing strength or direction, and (2) subgroup factors (e.g., dosage or timing differences). For fully aligned recommendations, two reviewers will independently conduct content analysis, combining deductive coding (based on RecMap themes) and inductive coding (to identify new themes). We will clearly classify divergences as methodological (e.g., different evidence bases or analytical approaches) or contextual (e.g., differing values and preferences or resources required). If divergences are methodological, we will highlight the more trustworthy recommendations. However, if they arise from contextual differences, we will transparently note them, allowing users to identify recommendations best suited to their settings.
Throughout the development phase of the e‐Chronic Pain RecMap, the project lead (AJD) with support from members of the steering committee will meet with our interest holders (Table 1 ) bi‐yearly via Zoom to provide progress updates and discuss challenges and potential solutions. Also, to facilitate patient‐healthcare practitioner shared decision making, we will develop, with the support of our patient partners, plain language recommendations and summaries (PLRs and PLSs), decision aids and infographics. Also, we will translate the English RecMap and its content into French, Spanish, and Mandarin. To ensure consistency in style and format, a translator (DM) will develop a translation style guide, glossary, and terminology references. These will guide collaboration with bilingual researchers, health professionals, and organizations to streamline the translation process for each language.
We will conduct an overview of reviews of KM strategies used for guideline implementation across different levels of the healthcare system. Findings from our overview along with input from our experts and provincial, national, and international interest holders, will inform modifications of the strategies to disseminate the RecMap across Canada and internationally presented below.
End of project KM will entail planning, dissemination and knowledge exchange, and uptake and impact assessment. In terms of the planning stage, we will continue to engage key interest holders and knowledge users including, but not limited to, People living with pain groups ‐ including underserved or inequitably impacted populations (i.e., Migrants and Refugees, veterans, Indigenous Peoples, women, and children), public health agencies, researchers and guideline developers, educators, media, health care professionals, and policymakers. Our aim is to ensure collaborative planning and multi‐directional knowledge exchange with diverse interested individuals and groups including people with lived experience. Monthly virtual meetings will facilitate ongoing collaboration, track progress, and address challenges.
We will conduct an end‐of‐project dissemination plan based on the KM framework developed by Grimshaw et al. [ 35 ] and work by Lavis et al. [ 36 ] that includes: (1) publishing our findings in open‐access venues to target diverse audiences, including peer‐reviewed journals (health care providers, researchers), blogs and various social media outlets (patients and the public); (2) presenting our process and recommendations at regional and national conferences, and through press releases and interviews with news outlets; (3) sharing of PLRs, and developing decision aids, infographics, and educational videos in English, French, Spanish and Mandarin; and; (4) integration of the RecMap into educational modules, and organizational websites.
Finally, for uptake and impact assessment, we will track website analytics (e.g., user numbers, geographic locations, recommendation clicks) and assess barriers to RecMap use through interviews, focus groups, and surveys. Insights will inform content and functionality improvements to optimize accessibility and impact. Table 2 presents examples of unidirectional, bidirectional, and engagement knowledge mobilization activities and implementation strategies.
Background
Chronic pain is a major public health concern, affecting approximately 20% of individuals worldwide and resulting in substantial socioeconomic burden [ 1 ]. In Canada, around 7.6 million people experience chronic pain, including one in five children and young adults and one in three adults over age 65 [ 1 ]. Aging and population growth will result in an estimated 9 million Canadians will be affected by chronic pain by 2030, accounting for up to $23.4 billion in direct and $31.5 billion in indirect annual costs [ 1 ]. Studies have reported comparable prevalence rates in the United States and Europe, underscoring the impact of chronic pain globally [ 2 ]. Moreover, healthcare costs for management of chronic pain have increased substantially over time without evidence of improved outcomes for patients [ 3 , 4 ]. There are many reasons for this disconnect, including overuse of opioids [ 5 ] and widespread delivery of invasive procedures that have shown a net negative impact [ 6 , 7 ].
There is thus an urgent need to increase chronic pain literacy across healthcare systems and among the public at large, and improve concordance between evidence and practice [ 1 ]. The Knowledge to Action framework describes health care guidelines as a key tool to promote evidence‐based patient care [ 8 ]. Guideline recommendations aim to support clinicians, patients, and their caregivers in navigating uncertainty regarding optimal choices for pain management.
Current clinical practice guidelines for chronic pain often offer divergent recommendations. For example, the 2022 US Department of Defense and US Department of Veterans Affairs' guideline made a strong recommendation against use of opioids for chronic pain [ 9 ], whereas the 2022 US Centers for Disease Control and Prevention (CDC) guideline made a strong recommendation that ‘[clinicians should] consider initiating opioid therapy if expected benefits for pain and function are anticipated to outweigh risks to the patient’ [ 10 ]. Reasons for divergent recommendations include variability in the evidence considered, poor quality of guidelines, unmanaged conflicts of interest among guideline panel members, and failure to consider patients' values and preferences [ 11 ]. The technical and time‐consuming considerations required to establish which recommendations are trustworthy requires efforts unrealistic for individual users. Thus, there is a need to develop and make accessible to users a systematic appraisal and evaluation of the trustworthiness of chronic pain guidelines recommendations [ 11 ].
Recommendation mapping, which may enhance access to trustworthy guidance and inform clinical, public health, and health systems planning and decision‐making, offers a promising solution [ 12 ]. This approach visually categorizes guideline recommendations by populations and interventions, facilitating the development of digital platforms like the Recommendation Map (RecMap). A RecMap organizes and maps guideline recommendations, displaying critical information such as the evidence base, trustworthiness, and development process [ 12 , 13 , 14 ]. It also enables users to identify knowledge gaps and clusters by searching research priorities or using filters to highlight equity‐sensitive recommendations based on the PROGRESS PLUS framework (Place of residence, Race/ethnicity/culture/language, Occupation, Gender, Religion, Education, Socioeconomic status, Social capital, and ‘Plus’ that includes other context‐specific factors). These features of the RecMap allow users to identify trustworthy recommendations that best fit their need and context [ 15 , 16 ]. RecMaps also allow guideline developers to adapt existing recommendations to different settings by accessing, when available, underlying evidence and tailoring considerations such as values, feasibility, acceptability, equity, or cost [ 15 ].
We propose developing a digital Chronic Pain RecMap that will initially focus on three interventions: opioids, cannabis, and common spine‐related interventional procedures. We will create and mobilize a freely accessible RecMap to provide users with trustworthy recommendations, highlight gaps in guidance, and facilitate evidence‐based patient care.
Discussion
The e‐Chronic Pain RecMap will synthesize all current guidelines on opioids, cannabis, and interventional spine procedures for chronic pain. We will tailor the presentation of materials to meet the needs of our three key groups including researchers, healthcare providers, and people with lived and living experience and their families. The map will provide users with knowledge to navigate decision‐making and address the variability and inconsistency of guideline recommendations for chronic pain management. Specifically, the RecMap will provide a platform for users to easily access trustworthy recommendations, compare recommendations addressing the same guideline question and evaluate reasons for divergence through trustworthiness classification and comparison of evidence and contextual factors.
The RecMap's strengths include identification of trustworthy, evidence‐based guidance through a centralized and intuitive platform. Its customizable design caters to diverse users, offering flexible viewing options such as recommendation lists, maps, and comparison tools. Equity‐sensitive filtering using frameworks such as PROGRESS‐PLUS supports the identification of context‐specific recommendations, while tools for contextualization allow guideline developers to adapt recommendations to local settings. The platform will promote transparency and trustworthiness by incorporating AGREE‐II and AGREE‐REX assessments, enabling users to note the quality of guidelines and recommendations. Also, it will facilitate identification of gaps and clusters in evidence, informing future research priorities and updates, while also supporting knowledge mobilization for improved clinical and health system decision‐making.
In terms of potential limitations, the utility of the RecMap will depend on the quality of included recommendations. Also, while equity‐sensitive features aim to address disparities, many guidelines may inadequately address marginalized populations. The map will highlight these gaps to guide future efforts in improving equity and trustworthiness. Additionally, the platform's extensive information risks overwhelming users without proper training or clear guidance. To mitigate this, feedback from focus groups and think‐aloud testing during development will inform usability improvements. Finally, maintaining a living RecMap is essential but resource‐intensive. Current resources enable updates and maintenance for the next 4 years, during which we will secure additional funding to ensure long‐term sustainability. Mitigating strategies will include (1) building capacity by integrating the effort into ongoing processes, such as engaging students and volunteers via Cochrane Exchange, social media, and McMaster initiatives, with certification for participation; (2) securing institutional support from the National Pain Center (NPC) at McMaster, which has a mandate to provide and maintain evidence‐based guidance for chronic pain management; (3) applying for follow‐up funding from CIHR to support continued maintenance, and (4) expanding the network, disseminating findings, conducting impact assessments, and pursuing additional donor and agency funding to sustain and grow the platform.