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ORIGINAL ARTICLE
Open Access

Applying a Theory of Change for Human Resources Development in Public Health Supply Chains in Rwanda

Erin Meier, Andrew N. Brown, Bridget McHenry, Joseph Kabatende, Inès K. Gege Buki and Joyce Icyimpaye
Global Health: Science and Practice May 2025, 13(Supplement 1):e2300062; https://doi.org/10.9745/GHSP-D-23-00062
Erin Meier
aIntraHealth International, Chapel Hill, NC, USA.
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  • For correspondence: erin.bogue{at}gmail.com
Andrew N. Brown
bManagement Sciences for Health, Canberra, Australia.
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Bridget McHenry
cGlobal Health Training, Advisory, and Support Contract, a Public Health Institute contract for U.S. Agency for International Development, Washington, DC, USA.
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Joseph Kabatende
dRwanda Food and Drugs Authority, Kigali, Rwanda.
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Inès K. Gege Buki
eChemonics International, Kigali, Rwanda.
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Joyce Icyimpaye
eChemonics International, Kigali, Rwanda.
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  • FIGURE 1
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    FIGURE 1

    Overview of the Public Health Supply Chain in Rwanda

    Abbreviations: BUFMAR, Bureau des Formations Médicales Agréées du Rwanda; FP/RH, family planning/reproductive health; HQ, headquarters; MEDIASOL, Medical & Allied Service solutions; MNCH, maternal, newborn, and child health; RBC, Rwanda Biomedical Centre; RMS, Rwanda Medical Supply.

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    FIGURE 2

    Simplified Version of the Human Resources for Supply Chain Management Theory of Change Model

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    TABLE 1.

    Characteristics of Participants, Rwanda

    Kigali City, No. (%)Southern Province, No. (%)Total, No. (%)
    Interviews(N=9)(N=26)(N=35)
    Position type   
     Human resources3 (33)6 (23)9 (26)
     Pharmacy4 (44)17 (54)21 (60)
     Other2 (22)3 (12)5 (14)
    Facility type   
     Central level6 (67)0 (0)6 (17)
     District level1 (11)8 (31)9 (26)
     Hospital1 (11)12 (46)13 (37)
     Health center1 (11)6 (23)7 (20)
    Focus group(N=7)(N=21)(N=28)
     Position type   
     Human resources0 (0)5 (71)5 (54)
     Pharmacy5 (83)15 (24)20 (71)
     Other2 (33)1 (5)3 (11)
    Facility type   
     Central level4 (57)0 (0)4 (14)
     District level1 (14)6 (29)7 (25)
     Hospital0 (0)11 (52)11 (39)
     Health center2 (29)4 (19)6 (22)
    • View popup
    TABLE 2.

    Result for Each HR4SCM TOC Model Outcome in Rwanda Supply Chain

    #OutcomeResult
    A4Importance of SCM being acknowledged throughout health system & positioned accordingly.Intervention suggesteda
    Staffing pathway
    B1All critical SCM positions and/or competencies filled.Future phaseb
    B2.1Ability to recruit quality candidates.Future phase
    B2.2Adequate pool of workers to fill SCM roles/positions.Future phase
    B2.3Sufficient budget to fund required positions.Intervention suggested
    B3.1Ability to develop the right job descriptions.Intervention suggested
    B3.2An effective recruitment system is in place for SCM positions.In placec
    B3.3SCM workers have job security.In place
    B3.4Competitive salaries are offered.In place
    B3.5SCM job opportunities are known.In place
    B3.6Education is available to obtain all required qualifications within the SCM system.Intervention suggested
    B3.7SCM career path exists.Intervention suggested
    B3.8Supply chain management is a valued career.Intervention suggested
    B4.1Precise qualifications for SCM positions are accurately described.In place
    B4.2General recruitment and hiring policy exists.In place
    B4.3Equal employment opportunity policies cover recruitment practice.Partially in placed
    B5.1Public sector recruitment and hiring policies permit the hiring of staff with adequate SCM experience.In place
    Skills pathway
    C1Workers apply their skills as appropriate at every level of the SCM.Future phase
    C2.1SCM workers demonstrate adequate technical and managerial competencies.Intervention suggested
    C2.2SCM workers have leadership skills within their sphere of operations.Intervention suggested
    C2.3SCM workers understand their roles & responsibilities in the SCM system.Future phase
    C3.1Workers have acquired adequate SCM competencies.Future phase
    C3.2SCM workers develop competencies through coaching and mentoring.In place
    C3.3SCM workers develop competence through learning and experience.Future phase
    C3.4High-level SCM positions are recognized at a sufficient level of authority.In place
    C3.5Formally defined roles match expected local practice.In place
    C3.6Each position within SCM has defined roles and responsibilities.Future phase
    C4.1SCM workers have access to training, education and professional development linked to core competencies.Intervention suggested
    C4.2Opportunities exist to gain on-the-job experience.In place
    C4.3The steps and competencies required to undertake SCM tasks are known.Intervention suggested
    Working conditions pathway
    D1Working conditions support performance.Future phase
    D2.1The social and emotional environment is favorable.Future phase
    D2.2The physical environment is safe, clean and conducive to performance.Future phase
    D2.3SCM workers have up to date and relevant tools and equipment to perform.Future phase
    D3.1A problem-solving, solution-focused culture exists.In place
    D3.2The organization culture supports positive social and emotional environment.In place
    D3.3Supervisors are competent to implement equal employment opportunity and anti-harassment policies.Future phase
    D3.4Supervisors have the skills to establish a safe and clean physical work environment.Future phase
    D3.5The resources necessary for safe, clean physical environment are available.In place
    D3.6The necessary tools and equipment are identified and made available.Intervention suggested
    D4.1Workplace harassment policies, especially those safeguarding women, are in place.Partially in place
    D4.2Equal employment opportunity policies are in place.Partially in place
    D4.3Environmental and occupational safety policies are in place.Future phase
    D5.1The characteristics of a safe and conducive environment are known.Intervention suggested
    Motivation pathway
    E1SCM workers are motivated to do their jobs.Future phase
    E2.1Good performance is supported within the system.Future phase
    E2.2SCM workers understand and care about their role in the health care system.Intervention suggested
    E2.3SCM workers have a sense of ownership over their role.In place
    E3.1Poor performance is corrected.In place
    E3.2Good performance is recognized and rewarded.In place
    E3.3Good performance leads to career advancement.In place
    E3.4There is an understanding of how SCM affects health outcomes.In place
    E3.5Workers have the authority to make and implement decisions.In place
    E4.1Financial incentives are in place.In place
    E4.2Non-financial incentives are in place.In place
    E5.1Supervisors provide supportive supervision and performance management to their staff.In place
    E6.1Performance management policies are in place.In place
    E6.2Supervisors understand the reasons for poor performance.In place
    E6.3Supervisors feel able to provide constructive feedback.In place
    E6.4Supervisors have the skills to communicate feedback on poor performance to staff.Intervention suggested
    • Abbreviations: HR4SCM TOC; Human Resources for Supply Chain Management Theory of Change; SCM, supply chain management.

    • ↵a Outcome was absent; intervention was suggested.

    • ↵b Outcome was absent; intervention needs to be designed in a future phase, after the intervention suggested in this research develops a related precondition.

    • ↵c Outcome was in place in the Rwandan system.

    • ↵d Outcome partially in place; intervention was not suggested.

    • View popup
    TABLE 3.

    Suggested Interventions to Develop Deficient Outcomes in the HR4SCM TOC Staffing Pathway and Indicators

    OutcomeSuggested InterventionIndicator
    Sufficient budget to fund required positions.

    1.1 Forecast SCM positions. Include SCM positions in MOH staffing structure.

    1.2 Allocate budget accordingly and support advocacy for SCM HR budget needs.

    Evidence exists that vacant SCM positions are unfilled due to lack of funding (Y/N).
    Ability to develop the right job descriptions.1.3 Develop job descriptions for SCM functions at the different levels of the health system that meet a MOH-defined standard.Percentage of SCM job descriptions that meet MOH’s standard for job descriptions.
    SCM is a valued career.1.4 Develop and establish a recognized supply chain cadre.Percentage of SCM workers surveyed who consider SCM as a valued career.
    Education is available for all required qualifications within the SCM system.

    1.5a. Map the education available and the programs needed.

    1.5b. Identify which programs are required based on competency frameworks; Identify which roles require pre-service training and at which level(s).

    1.5c. Engage in advocacy with Ministry of Education to develop qualifications identified to be missing.

    1.5d. Institute developed program in line with MOH needs.

    Educational training is available at all levels for all qualifications staff require (Y/N).

    Training strategy that identifies educational requirements exists (Y/N).

    Number of employees who received SCM training at pre-service courses.

    Supply chain management career path exists.

    1.6a. Define a career path that maps low-level to upper-level experience.

    1.6b. Align continuing professional development/education opportunities with career progression.

    Percentage of managerial SCM roles that have existing career paths.

    Percentage of technical SCM roles that have existing career paths.

    • Abbreviations: HR4SCM TOC; Human Resources for Supply Chain Management Theory of Change; MOH, Ministry of Health; SCM, supply chain management.

    • View popup
    TABLE 4.

    Suggested Interventions to Develop Deficient Outcomes in the HR4SCM TOC Skills Pathway and Indicators

    OutcomeSuggested InterventionIndicator
    The steps and competencies required to undertake SCM tasks are known.

    2.1. Establish a competency framework and roles and responsibilities for SCM at all levels with corresponding SCM qualifications.

    2.2. Conduct SCM competency mapping exercise.

    Lists of critical SCM competencies have been documented for all SCM services (Y/N).

    Competency frameworks, which define the knowledge, skills, and attributes needed, are available for all SCM cadres (Y/N).

    All needed SCM competencies are assigned to SCM roles (Y/N).

    SCM workers demonstrate adequate technical and managerial competencies.

    2.3. Implement education and training interventions that address identified competency gaps.

    2.4. Review job descriptions to ensure that appropriate qualifications are requested for the position.

    Percentage of staff appraisals that assess SCM competencies.
    SCM workers have access to training, education and professional development linked to core competencies.

    2.5. Put in place staff development plans to support desired development.

    Percentage of SCM staff with individual staff development plans.
    SCM workers have leadership skills within their sphere of operations.

    2.6. Incorporate leadership development into/as part of staff development plans.

    2.7. Include a competency assessment in the performance evaluation process. Compare results of assessment with competencies listed in job description.

    Percentage of staff who are competent in leadership competencies listed in their job description.
    • Abbreviations: HR4SCM TOC; Human Resources for Supply Chain Management Theory of Change; SCM, supply chain management.

    • View popup
    TABLE 5.

    Suggested Interventions to Develop Deficient Outcomes in the HR4SCM TOC Working Conditions Pathway and Indicators

    OutcomeSuggested InterventionIndicator
    The characteristics of a safe and conducive environment are known.

    1.1. Consider policy development and list of required characteristics for safe and conducive environment with all personnel, implementing a checklist for confirmation.

    1.2. Develop training materials on establishing safe and clean work environment.

    List of required characteristics for a safe and conducive environment is accessible by all personnel (Y/N).

    Training materials on establishing a safe and clean work environment exist (Y/N).

    The necessary tools and equipment are identified and made available.

    1.3. Develop list of required tools and equipment for each level and share list/circular with all staff.

    List of necessary tools and equipment for each level is accessible by all (Y/N).

    • Abbreviation: HR4SCM TOC; Human Resources for Supply Chain Management Theory of Change.

    • View popup
    TABLE 6.

    Suggested Interventions to Develop Deficient Outcomes in the HR4SCM TOC Motivation Pathway and Indicators

    OutcomeSuggested InterventionIndicator
    SCM workers understand and care about their role in the health care system.4.1. Improve the staff onboarding and orientation processes, e.g., through a standard operating procedure for orientation.Percentage of staff who feel they understand their role.
    Supervisors have the skills to communicate feedback on poor performance to staff.4.2. Develop and implement guidelines or procedures for supervisors on how to communicate feedback on poor performance.Guidelines for supervisors that cover how to give constructive feedback are operational (Y/N).
    • Abbreviations: HR4SCM TOC; Human Resources for Supply Chain Management Theory of Change; SCM, supply chain management.

    • View popup
    TABLE 7.

    Foundational Assumption of the HR4SCM TOC and Suggested Interventions and Indicators

    OutcomeSuggested InterventionIndicator
    The importance of the SCM is acknowledged throughout the health system and positioned accordingly.

    5.1. Develop orientation and on-boarding materials for clinical health staff deployed by MOH that include supply chain system and roles of staff in the SCM system.

    5.2. Identify opportunities and communication channels for the organization to communicate to staff how their jobs contribute to the health care system.

    Orientation materials for new health system staff include mention of supply chain or SCM roles (Y/N).
    • Abbreviations: HR4SCM TOC; Human Resources for Supply Chain Management Theory of Change; MOH, Ministry of Health; SCM, supply chain management.

Additional Files

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      Supplement 1

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      Supplement 2

    • Supplement 3 -

      Supplement 3

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Applying a Theory of Change for Human Resources Development in Public Health Supply Chains in Rwanda
Erin Meier, Andrew N. Brown, Bridget McHenry, Joseph Kabatende, Inès K. Gege Buki, Joyce Icyimpaye
Global Health: Science and Practice May 2025, 13 (Supplement 1) e2300062; DOI: 10.9745/GHSP-D-23-00062

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Applying a Theory of Change for Human Resources Development in Public Health Supply Chains in Rwanda
Erin Meier, Andrew N. Brown, Bridget McHenry, Joseph Kabatende, Inès K. Gege Buki, Joyce Icyimpaye
Global Health: Science and Practice May 2025, 13 (Supplement 1) e2300062; DOI: 10.9745/GHSP-D-23-00062
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