Factors Affecting the Pharmaceutical Supply Chain: A Systematic Review

authors:

avatar Mohammadkarim Bahadori ORCID 1 , avatar Ehsan Teymourzadeh ORCID 1 , avatar Sajjad Bahariniya ORCID 1 , * , avatar Ali Tahernezhad ORCID 1 , avatar Gholamreza Poorheidari ORCID 2

Health Management Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
Chemical Injuries Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran

how to cite: Bahadori M, Teymourzadeh E, Bahariniya S, Tahernezhad A, Poorheidari G. Factors Affecting the Pharmaceutical Supply Chain: A Systematic Review. Health Scope. 2024;13(2):e140816. https://doi.org/10.5812/healthscope-140816.

Abstract

Background:

Medicine plays a crucial role in societal health, and even minor disruptions in the supply chain can lead to crises. An organized supply chain ensures that patients receive their medications in the best possible conditions.

Objectives:

This study aims to identify and categorize key variables associated with the pharmaceutical supply chain.

Methods:

We conducted a systematic review of all studies on drug supply chain management, adhering to the PRISMA guidelines. The search was carried out in both international and national databases from January 30, 2000, to March 30, 2023. We used specific keywords related to the drug supply chain for this search. We excluded articles, letters to the editor, and editorials from the review and ultimately qualitatively examined 34 studies. The quality of these articles was assessed using the CASP checklist.

Results:

We identified key variables and classified them into five categories: Monitoring and control (16 variables), information technology and intelligence (4 variables), human capital (10 variables), physical and financial resources (16 variables), and suppliers (4 variables).

Conclusions:

It is imperative for health policymakers to develop effective strategies in monitoring and control, information technology and intelligence, human capital, physical and financial resources, and management of drug suppliers. These strategies are essential for the efficient supply and distribution of drugs within the supply chain.

1. Background

Supply chain management in competitive environments is crucial for organizations to achieve their goals effectively. The complexity of the supply chain presents significant challenges in its management (1). Recently, with the growth of the health and medical products market, supply chain management has become increasingly important in this sector (2). Medicine plays a vital role in public health, and even minor disruptions in the pharmaceutical supply and distribution chain can lead to societal crises (3). The absence of medicine can threaten human lives. Moreover, as medicines have a finite shelf life, their value diminishes as they approach their expiration date. Consequently, companies sometimes sell drugs under special conditions, influencing the pharmaceutical supply and distribution chain (4).

The primary objective of designing a supply chain and maintaining its effectiveness is to meet consumer demands, remain competitive in the market, and achieve adequate profits (5). The pharmaceutical industry faces numerous challenges, including rising costs that correlate with improvements in the quality of pharmaceutical products. Key challenges in drug manufacturing include assessing the potential value of drugs, evaluating their impact on health, expanding capacity for new facilities, and planning production (6). The need to meet consumer expectations and manage escalating costs compels supply chains to seek ways to enhance service quality (7).

Challenges also arise from sanctions and the consequent financial difficulties within the health system. Thus, cost management, control, and revenue enhancement are particularly crucial in the pharmaceutical sector, which bears a significant cost burden. Reforming pharmaceutical policies in developing countries is a vital aspect of health and treatment sector reforms. The critical role of medicine in patient treatment processes and enhancing public health is widely recognized. Consequently, there is a clear need to establish a scientific and systematic supply chain (8).

Several studies have explored the factors and challenges affecting the drug supply chain. Olutuase et al. explored the challenges faced by Nigeria in the supply of medicines and vaccines. Their findings highlighted significant issues such as inadequate storage infrastructure, financial constraints, transportation difficulties, insufficient human resources, and weak or poorly implemented policies (9). Tegegn et al. assessed the challenges and opportunities of clinical pharmacy services in Ethiopia from healthcare practitioners' perspectives. They identified several challenges, including inadequate promotion of pharmaceutical services, discontinuity of clinical pharmacy services in hospital departments, poor pharmaceutical information services, lack of organizational commitment among staff, and conflicts of interest in the drug supply chain (10). Shahbahrami et al. concluded that poor pharmacy liquidity management, ineffective interactions between medical supply managers and pharmacy staff, and unnecessary drug prescriptions are among the issues affecting the drug supply chain (11).

The drug supply chain is an integral part of the healthcare system. Without sufficient attention, the concept of health cannot progress within society.

2. Objectives

Given the significance of managing the pharmaceutical supply chain, this study categorized the key variables related to it using a systematic review approach.

3. Methods

3.1. Protocol

This study evaluated all research related to supply chain management in hospital settings to identify factors impacting the drug supply chain through a systematic review. The review adhered to a predefined protocol for systematic reviews, meta-analyses, and PRISMA guidelines (12). This protocol is registered in the International Registry of Systematic Reviews (PROSPERO 2023, CRD42023429776), and the published methodology is open for public comment at the following link: https://www.crd.york.ac.uk/PROSPERO.

3.2. Search Strategy

The search strategy was executed across international and national databases from January 30, 2000, to March 30, 2023. Articles were identified through an electronic search, and their bibliographies were further reviewed. The search included international databases such as PubMed, Web of Science, Scopus, Google Scholar, Science Direct, Springer, and ProQuest, as well as national databases including SID, MAGIRAN, IRANDOC, and IranMedex. Keywords pertaining to the topic, such as "supply chain," "medical service supply chain," "drug supply and distribution chain," "drug supply chain management in hospitals," "drug supply and distribution chain in medical centers," among others, were employed in the search.

3.3. Study Inclusion and Exclusion Criteria

The inclusion criteria encompassed all relevant studies published between January 30, 2000, and March 30, 2023. Letters to the editor and editorials were excluded due to potential shortcomings in comprehensiveness and data quality. Additionally, articles not written in Persian or English were omitted from the study.

3.4. Selection of Studies

Following the initial search and review of article titles and abstracts, the full texts of relevant articles were selected for further reading and subsequently analyzed according to the research objectives. The selection process involved multiple steps by three researchers. Initially, irrelevant titles were discarded after reviewing titles and abstracts. Further scrutiny of the abstracts led to the exclusion of additional studies. Books, conference articles, reports, and newspaper editorials were also excluded from the analysis. Articles not in Persian or English were likewise excluded. All remaining articles were evaluated in detail.

3.5. Database Search

An initial search across various databases yielded 2 950 articles (980 from PubMed, 500 from Web of Science, 360 from Scopus, 700 from Google Scholar, and the rest from national databases). Of these, the full texts of 625 articles were considered for further reading based on the preliminary title and abstract review, most of which were sourced from the PubMed database. Ultimately, 34 articles underwent qualitative review. The quality of these articles was assessed using the CASP checklist, starting with an evaluation of the articles’ objectives; if deemed appropriate, the checklist was applied (Figure 1).

Process of searching and studying articles.
Process of searching and studying articles.

3.6. Qualitative Assessment

The quality of the articles was assessed using the CASP (Critical Appraisal Skills Program) checklist. Initially, the objectives of each article were evaluated, and if found appropriate, the CASP checklist was then applied. This checklist comprises 10 questions and facilitates a structured review. Articles were categorized into three quality levels based on their scores: Studies scoring less than 4 were considered low quality, those scoring between 4 and 7 were deemed medium quality, and scores of 7 or higher indicated high quality. To enhance credibility and minimize review bias, the quality assessment was independently conducted by three reviewers. Discrepancies among the reviewers were resolved through discussion and consensus (13).

4. Results

After the evaluation of the final 34 studies, key variables related to the supply chain and distribution of pharmaceutical items were summarized. According to the CASP checklist, all reviewed articles achieved satisfactory quality scores, as presented in Table 1.

Table 1.

Key Variables Related to Drug Supply Chain

AuthorsYearType of StudyCountryStudy LocationGeneral Topic
1George and Elrashid (14)2023AnalyticalBahrainHospital pharmaciesInventory management and pharmaceutical supply chain performance
2Martinez et al. (15)2023Retrospective reviewSwedenA university hospitalExamination of the protein drug supply chain
3Olutuase et al. (9)2022ReviewNigeriaHospitalsMedicines and vaccines supply chains challenges
4Hu et al. (16)2022AnalyticalPakistanPharmaceutical companiesThe influence of knowledge management capacities on pharmaceutical firms’ competitive advantage
5Nasiripour et al. (17)2022Qualitative quantitativeIranHospitalsFactors affecting hospital services supply chain
6Vargas et al. (18)2021QualitativeMexicoGovernment hospitalsThe implementation of pharmaceutical services in public hospitals
7Hamma-Adama and Labaran (19)2021QualitativeNigeriaPharmaceutical companiesThe Nigerian pharmaceutical supply chain
8Bastani et al. (20)2021QualitativeIranFood and drug deputyStrategies to improve pharmaceutical supply chain resilience
9Haial et al. (21)2021DelphiMoroccoPharmaceutical companiesTransportation-strategy decision-making process for a supply chain
10Haji et al. (22)2021ReviewQatarPharmaceutical companiesTraceability technologies for establishing a safe pharmaceutical supply chain
11Tirivangani et al. (23)2021QualitativeNamibiapharmaceutical companiesImpact of COVID-19 pandemic on pharmaceutical systems
12Hambisa et al. (24)2020AnalyticalEthiopiaHospitalsAttitudes, opportunities, and challenges for clinical pharmacy services
13Jbaily et al. (25)2020AnalyticalEthiopiaHealth systemInsights from mathematical modeling of drug supply chains
14Carvalho et al. (26)2020ReviewBrazilHospitalsEffectiveness of the automated drug dispensing system
15Shahbahrami et al. (11)2020Cross-sectional descriptiveIranHospital pharmaciesDeterminants of drug sustainable supply chain management
16Vledder et al. (27)2019Randomized trialZambiaClinical centersImproving supply chain for essential drugs in low-income countries
17Silva and Mattos (28)2019QualitativeBrazilHospitalsCritical success factors of a drug traceability system
18Tegegn et al. (10)2018QualitativeEthiopiaGondar University HospitalChallenges and opportunities of clinical pharmacy services
19Iqbal et al. (29)2017ReviewIndiaIndian hospitalsMedicines management in hospitals
20Seidman and Atun (30)2017ReviewUnited StatesHospitalsDrug supply chain, cost savings and improved access
21Mokheseng et al. (31)2017AnalyticalSouth AfricaManapo HospitalSupply chain solutions to improve the distribution of antiretroviral drugs to clinics
22Esmaeillou et al. (32)2017Qualitative and analyticalIranPharmaceutical companiesFactors affecting the pharmaceutical supply chain management
23Brako et al. (33)2016QuantitativeGhanaPharmaceutical companiesInvestigating the risks in the pharmaceutical supply chain
24Awad et al. (34)2016AnalyticalJordanFood and Drug AdministrationAnalysis of the causes of drug shortages
25Holm et al. (35)2015AnalyticalHaitiHospitalMedication supply chain management
26Jaberidoost et al. (36)2015Review and qualitativeIranPharmaceutical companiesPharmaceutical supply chain risk assessment
27Mensah et al. (37)2015AnalyticalGhanaGovernment hospitalsOptimizing drug supply chain in hospital pharmacy department
28Hetzel et al. (38)2014AnalyticalPapua New GuineaClinical centersQuality of antimalarial drugs and antibiotics
29Karimi et al. (39)2014Descriptive analyticalIranHospitalsFactors affecting drug pert of experts in hospitals
30Jaberidoost et al. (40)2013ReviewIranPharmaceutical companiesPharmaceutical supply chain risks
31Yu et al. (41)2010ReviewChinaHealth care systemIssues of the pharmaceutical supply chain
32Bedouch et al. (42)2008AnalyticalFranceUniversity HospitalsDrug supply chain safety in hospitals
33Cohen et al. (43)2005InterventionalUnited StatesHospitalsMedication safety program reduces adverse drug events
34Krampera et al. (44)2004AnalyticalItalyHospitalsComputer‐based drug management in a bone marrow transplant unit

Table 2 categorizes the key variables associated with the pharmaceutical supply chain. These variables are divided into five categories: Monitoring and control (16 variables), information technology and intelligence (4 variables), human capital (10 variables), physical and financial resources (16 variables), and suppliers (4 variables).

Table 2.

Classification of Critical Variables Related to Drug Supply Chain

Main FactorsKey Variables
Monitoring and controlContinuous monitoring, control, and management of the inventory of medicinal items in the hospital with an effective and efficient system.
Support and continuous support of hospital management
Compilation of effective regulations and transparency of the legal framework
Development of applicable regulatory and legal processes
Supervision of drug warehouse, drug stock of wards, and hospital pharmacy
The process of controlling and documenting the circulation of drugs in the hospital's drug warehouse
Supervision of the pharmaceutical committee of the hospital in the preparation, distribution, storage, and consumption of medicines
Attention to crisis management and emergencies in the drug supply chain
The need to monitor and manage commonly used drugs in critical situations
Control of conflicts of interest in the drug supply and distribution chain
Establishing a balance between the supply and demand of pharmaceutical items in the drug supply chain
The necessity of specialization in drug supply chain management
Reducing bureaucratic bottlenecks in the supply and distribution chain of drug logistics
Improving the pharmaceutical service system in the drug supply chain
Preventing induced demand in the provision of unnecessary pharmaceutical services
The need for hospital flexibility and agility against changes in the drug supply chain
Information technology and intelligenceRedesigning the drug supply chain system using accurate technical evidence to prevent drug shortages in the healthcare system
Awareness of block chain technology among pharmaceutical supply chain stakeholders to create safe and sustainable conditions with drug traceability
Smartening the drug supply chain and distribution system to predict the demand for drug items according to the performance of the hospital
Creating the necessary conditions for modern storage in hospitals with up-to-date technologies
Human capitalTraining and empowering human resources involved in the drug supply chain
Training of human resources regarding the accurate registration of medicinal items in the system to prevent the wastage of medicinal products in the hospital, emphasizing organizational culture.
Training hospital residents to prevent unnecessary prescription of drugs and indiscriminate use of medicinal items, emphasizing organizational culture.
Ensuring the employment of expert managers to manage the costs of pharmaceutical items
Ensuring a sufficient number of personnel involved in the drug supply chain to avoid delays in drug distribution and delivery
Necessity of interaction between the technical manager of medical supplies and hospital pharmacy staff
Ensuring the existence of specified responsibilities and roles for employees involved in the supply chain and distribution of drugs in the hospital
Planning to strengthen organizational commitment by considering sufficient incentives among employees involved in the supply chain and distribution of pharmaceutical items.
Promoting knowledge management among employees involved in the drug supply chain
Compliance with the professional ethics of employees in the drug supply chain
Physical and financial resourcesCreating suitable physical conditions in the warehouse of pharmaceutical items, including maintaining the appropriate temperature and humidity and preventing environmental pollution and shock caused by impact, vibration, and exposure to light.
Creating sufficient physical space and proper infrastructure in the condition of availability of excessive amounts of drugs in hospital drug stores
Observance of stable safety in hospital drug warehouses
Creating suitable conditions for the transportation of medicinal items
Appropriate and practical design of the drug supply and distribution network with an emphasis on outsourcing the process of transporting pharmaceutical items
Creating a support system and drug procurement electronically
Increasing the number of servers inside the facility and improving the quality of the hospital's support system to prevent the late distribution of medicinal items.
Finding the root causes of inefficiency in the drug supply and distribution chain with more emphasis on the support processes and procurement of pharmaceutical items.
Attention to cash management in hospital pharmacies
attention to financial resources and resource allocation methods in the drug supply chain
Choosing the methods of drug purchase, either centralized or semi-centralized purchasing, with an emphasis on strategic purchasing based on national policies
Outsourcing hospital drug supply services
Developing a new and efficient drug pricing mechanism
Effective monitoring and control of the drug pricing process
Creating suitable conditions for rational pricing
Designing a competitive business model for the optimal price and quality of services
Drug suppliersThe necessity of loyalty and commitment of suppliers of pharmaceutical items to hospitals
The need to respond to suppliers of medicinal items in emergencies
Flexibility of suppliers with emphasis on the financial strength and liquidity in the supply chain and distribution of pharmaceutical items
The external relations of the hospital with the suppliers of pharmaceutical items

5. Discussion

In this study, critical variables related to the drug supply chain were identified using a systematic review approach.

5.1. Monitoring and Control

Effective management and continuous monitoring of drug inventory in hospitals are crucial to the drug supply chain. Inadequate inventory control can negatively impact patient health. The efficiency of hospital supply chain performance is vital for increasing patient satisfaction (45). The primary goals of managing, controlling, and monitoring drug inventory in hospitals are to ensure drug availability and reduce costs. Odhiambo and Kihara explored the impact of inventory management practices on supply chain performance in public health facilities in Kenya. Their findings indicated that lean inventory practices, accurate inventory records, and information technology significantly influence supply chain performance (46). Hospital management also plays a critical role in providing continuous support. Barati et al. examined the challenges faced by hospital management in Shiraz hospitals and found that a lack of support from senior managers to hospital staff is a major challenge (47). This lack of support is similarly detrimental to clinical pharmacy services, which struggle to achieve their goals without adequate management backing (48). Additionally, developing enforceable regulatory and legal processes is crucial. Monitoring the drug distribution system helps maintain integrity throughout the supply chain (49). Another significant aspect of management and oversight within the drug supply chain concerns monitoring drug warehouses. Studies have shown that adverse effects from drug prescriptions, often due to incorrect prescriptions and inadequate monitoring of drug distribution in hospital departments, can double the length of patient stays (50).

5.2. Information Technology and Intelligence

Emphasizing new technologies and knowledge within the drug supply chain is crucial. Nasiripour et al. recognized technology as a significant influence on the supply chain of hospital services (17). Visconti and Morea noted that digital healthcare drives innovation, growth, and competition, highlighting that 21st-century medicine increasingly relies on technology (51). Nagariya et al. identified technology as the backbone of hospital service supply chains (52). Another essential aspect is the "smartization" of the drug supply chain and distribution system, which involves predicting pharmaceutical demand based on hospital performance. George and Elrashid found that demand forecasting positively impacts drug supply chain performance (14). Furthermore, Polater and Demirdogen emphasized the importance of using the latest technologies to predict pharmaceutical demand (53).

5.3. Human Capital

Training and empowering human resources within the drug supply chain is crucial. It is vital to train and empower all treatment staff, particularly hospital pharmacy personnel, to minimize medication errors (54). Empowering employees is a highly effective strategy for development, prosperity, and enhancing productivity in hospitals. Various empowerment methods at the start of employment can boost both organizational and individual productivity. Empowering pharmaceutical personnel can significantly improve supply chain performance (55). Ensuring an adequate number of staff in the drug supply chain to avoid delays in drug distribution and delivery is another important factor. Hambisa et al. assessed clinical pharmacy services in Ethiopia and found that labor shortages and insufficient supervision were significant challenges (24). These findings corroborate those of other studies (48, 56). Hospital management should focus on creating opportunities to recruit more healthcare providers and train professionals to improve health services. Additionally, planning to enhance organizational commitment by offering adequate incentives to employees involved in the supply and distribution of pharmaceutical items is crucial. Organizational commitment is a key motivational factor widely discussed in organizational studies today (57).

5.4. Physical and Financial Resources

Maintaining proper physical conditions in the warehouse for pharmaceutical items is crucial, including optimal temperature and humidity, as well as protecting against environmental pollution, shock from impacts, vibrations, and exposure to light. The general warehouse plays a key role in hospitals, tasked with timely supplying various departments by storing the hospital’s materials, resources, and consumables. It is imperative to manage the inventory of medical goods, particularly pharmaceutical items, due to their impact on patient health. Necessary measures and plans should be implemented to ensure suitable physical conditions in hospital supply warehouses, including those for pharmaceuticals, such as maintaining appropriate temperature and humidity levels (58). Another critical aspect is having sufficient physical space and adequate infrastructure to store excess drugs in hospital drug warehouses. Inadequate physical space in pharmaceutical warehouses can lead to significant issues with staff movement, drug storage, and inspection. Additionally, drug accumulation on shelves can cause irreparable damage to the hospital’s medicine warehouse (24).

5.5. Drug Suppliers

The ability to respond quickly to suppliers of pharmaceutical items in emergencies is a crucial factor in the drug supply chain. Effective emergency response to accidents and disasters is necessary to provide high-quality services. Planning for accidents and disasters is essential in all hospitals, and the critical role of hospitals during crises should be prioritized in planning and budgeting (59). Effective external communication with pharmaceutical suppliers is also important. Hospital managers play a vital role in leading and supervising both clinical and administrative personnel to enhance efficiency across different departments. It is a manager's duty to establish effective communication between various hospital departments. Considering the personal characteristics of the manager, alongside technical and organizational factors, is crucial for achieving organizational goals (60).

5.6. Limitations

Most of the studies included in this review are geographically concentrated in developing countries, which may introduce bias into the data due to their significant contribution to the findings. Additionally, the relatively small number of studies from advanced countries complicates geographic comparisons. Future research should address this issue to provide a more balanced perspective.

5.7. Conclusions

Regulating the drug supply chain is crucial for the health system. Disruptions in this chain can lead to crises for patients. The findings of this review identify critical factors in the drug supply chain, including Monitoring and Control, Information Technology and Intelligence, Human Capital, Physical and Financial Resources, and Drug Suppliers. Therefore, policymakers and healthcare managers should give special consideration to these factors, especially the managerial and regulatory aspects, to mitigate challenges in drug supply through effective strategies.

References

  • 1.

    Serdarasan S. A review of supply chain complexity drivers. Comput Ind Eng. 2013;66(3):533-40. https://doi.org/10.1016/j.cie.2012.12.008.

  • 2.

    Ali I, Kannan D. Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review. Ann Oper Res. 2022;315(1):29-55. [PubMed ID: 35382453]. [PubMed Central ID: PMC8972768]. https://doi.org/10.1007/s10479-022-04596-5.

  • 3.

    Thabet Y, Klingmann V, Breitkreutz J. Drug Formulations: Standards and Novel Strategies for Drug Administration in Pediatrics. J Clin Pharmacol. 2018;58 Suppl 10:S26-35. [PubMed ID: 30248193]. https://doi.org/10.1002/jcph.1138.

  • 4.

    Ciccarone D. The triple wave epidemic: Supply and demand drivers of the US opioid overdose crisis. Int J Drug Policy. 2019;71:183-8. [PubMed ID: 30718120]. [PubMed Central ID: PMC6675668]. https://doi.org/10.1016/j.drugpo.2019.01.010.

  • 5.

    Cohen S, Roussel J. 2nd, editor. Strategic supply chain management: the five disciplines for top performance. New York: McGraw-Hill Education; 2013. 320 p.

  • 6.

    Paul SM, Mytelka DS, Dunwiddie CT, Persinger CC, Munos BH, Lindborg SR, et al. How to improve R&D productivity: the pharmaceutical industry's grand challenge. Nat Rev Drug Discov. 2010;9(3):203-14. [PubMed ID: 20168317]. https://doi.org/10.1038/nrd3078.

  • 7.

    Kunnumpurath S, Julien N, Kodumudi G, Kunnumpurath A, Kodumudi V, Vadivelu N. Global Supply and Demand of Opioids for Pain Management. Curr Pain Headache Rep. 2018;22(5):34. [PubMed ID: 29619568]. https://doi.org/10.1007/s11916-018-0689-1.

  • 8.

    Abbassi S, Tavakoli N, Moslehi M. [Readiness of hospitals with quality management systems based on joint commission on accreditation standards]. Health Inf Manag. 2012;9(4):502-12. Persian.

  • 9.

    Olutuase VO, Iwu-Jaja CJ, Akuoko CP, Adewuyi EO, Khanal V. Medicines and vaccines supply chains challenges in Nigeria: a scoping review. BMC Public Health. 2022;22(1):11. [PubMed ID: 34986820]. [PubMed Central ID: PMC8727467]. https://doi.org/10.1186/s12889-021-12361-9.

  • 10.

    Tegegn HG, Abdela OA, Mekuria AB, Bhagavathula AS, Ayele AA. Challenges and opportunities of clinical pharmacy services in Ethiopia: A qualitative study from healthcare practitioners' perspective. Pharm Pract (Granada). 2018;16(1):1121. [PubMed ID: 29619140]. [PubMed Central ID: PMC5881484]. https://doi.org/10.18549/PharmPract.2018.01.1121.

  • 11.

    Shahbahrami E, Amoozad Mahdiraji H, Hosseinzadeh M. Prioritizing Determinants of Drug sustainable supply chain management in Hospital Pharmacies. J Health Adm. 2020;23(2):89-101. https://doi.org/10.29252/jha.23.2.89.

  • 12.

    Moher D, Shamseer L, Clarke M, Ghersi D, Liberati A, Petticrew M, et al. Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst Rev. 2015;4(1). https://doi.org/10.1186/2046-4053-4-1.

  • 13.

    Long HA, French DP, Brooks JM. Optimising the value of the critical appraisal skills programme (CASP) tool for quality appraisal in qualitative evidence synthesis. Res Methods in Med Health Sci. 2020;1(1):31-42. https://doi.org/10.1177/2632084320947559.

  • 14.

    George S, Elrashid S. Inventory Management and Pharmaceutical Supply Chain Performance of Hospital Pharmacies in Bahrain: A Structural Equation Modeling Approach. SAGE Open. 2023;13(1):215824402211497. https://doi.org/10.1177/21582440221149717.

  • 15.

    Martinez CS, Amery L, De Paoli G, Elofsson U, Fureby AM, Kwok S, et al. Examination of the Protein Drug Supply Chain in a Swedish University Hospital: Focus on Handling Risks and Mitigation Measures. J Pharm Sci. 2023;112(11):2799-810. [PubMed ID: 37160226]. https://doi.org/10.1016/j.xphs.2023.05.003.

  • 16.

    Hu Z, Sarfraz M, Khawaja KF, Shaheen H, Mariam S. The Influence of Knowledge Management Capacities on Pharmaceutical Firms Competitive Advantage: The Mediating Role of Supply Chain Agility and Moderating Role of Inter Functional Integration. Front Public Health. 2022;10:953478. [PubMed ID: 35865251]. [PubMed Central ID: PMC9294343]. https://doi.org/10.3389/fpubh.2022.953478.

  • 17.

    Nasiripour AA, Mohagheghnejad M, Zaboli R, Damghanian H. model of factors affecting hospital services supply chain. J Sabzevar Univ Med Sci. 2022;28(6):959-69.

  • 18.

    Vargas Lopez LC, Viso Gurovich F, Dreser Mansilla A, Wirtz VJ, Reich MR. The implementation of pharmaceutical services in public hospitals in Mexico: an analysis of the legal framework and organizational practice. J Pharm Policy Pract. 2021;14(1):41. [PubMed ID: 33952350]. [PubMed Central ID: PMC8101239]. https://doi.org/10.1186/s40545-021-00318-7.

  • 19.

    Hamma-Adama M, Labaran MJ. The Nigerian Pharmaceutical Supply Chain: Blockchain Adoption, Counterfeit Drugs and Successful Deployment of COVID-19 Vaccine in Nigeria. J Sci Res Rep. 2021;27(2):20-36. https://doi.org/10.9734/jsrr/2021/v27i230356.

  • 20.

    Bastani P, Dehghan Z, Kashfi SM, Dorosti H, Mohammadpour M, Mehralian G, et al. Strategies to improve pharmaceutical supply chain resilience under politico-economic sanctions: the case of Iran. J Pharm Policy Pract. 2021;14(1):56. [PubMed ID: 34225794]. [PubMed Central ID: PMC8256578]. https://doi.org/10.1186/s40545-021-00341-8.

  • 21.

    Haial A, Benabbou L, Berrado A. Designing a Transportation-Strategy Decision-Making Process for a Supply Chain: Case of a Pharmaceutical Supply Chain. Int J Environ Res Public Health. 2021;18(4). [PubMed ID: 33669997]. [PubMed Central ID: PMC7927009]. https://doi.org/10.3390/ijerph18042096.

  • 22.

    Haji M, Kerbache L, Sheriff KMM, Al-Ansari T. Critical Success Factors and Traceability Technologies for Establishing a Safe Pharmaceutical Supply Chain. Methods Protoc. 2021;4(4). [PubMed ID: 34842786]. [PubMed Central ID: PMC8628909]. https://doi.org/10.3390/mps4040085.

  • 23.

    Tirivangani T, Alpo B, Kibuule D, Gaeseb J, Adenuga BA. Impact of COVID-19 pandemic on pharmaceutical systems and supply chain - a phenomenological study. Explor Res Clin Soc Pharm. 2021;2:100037. [PubMed ID: 34746915]. [PubMed Central ID: PMC8559533]. https://doi.org/10.1016/j.rcsop.2021.100037.

  • 24.

    Hambisa S, Abie A, Nureye D, Yimam M. Attitudes, Opportunities, and Challenges for Clinical Pharmacy Services in Mizan-Tepi University Teaching Hospital, Southwest Ethiopia: Health Care Providers' Perspective. Adv Pharmacol Pharm Sci. 2020;2020:5415290. [PubMed ID: 32296778]. [PubMed Central ID: PMC7150678]. https://doi.org/10.1155/2020/5415290.

  • 25.

    Jbaily A, Feldhaus I, Bigelow B, Kamareddine L, Tolla MT, Bouvier M, et al. Toward health system strengthening in low- and middle-income countries: insights from mathematical modeling of drug supply chains. BMC Health Serv Res. 2020;20(1):776. [PubMed ID: 32838778]. [PubMed Central ID: PMC7445921]. https://doi.org/10.1186/s12913-020-05549-z.

  • 26.

    Carvalho MF, Marques JM, Marta CB, Peregrino AAF, Schutz V, Silva R. Effectiveness of the automated drug dispensing system: systematic review and meta-analysis. Rev Bras Enferm. 2020;73(5). e20180942. [PubMed ID: 32638923]. https://doi.org/10.1590/0034-7167-2018-0942.

  • 27.

    Vledder M, Friedman J, Sjoblom M, Brown T, Yadav P. Improving Supply Chain for Essential Drugs in Low-Income Countries: Results from a Large Scale Randomized Experiment in Zambia. Health Syst Reform. 2019;5(2):158-77. [PubMed ID: 31194645]. https://doi.org/10.1080/23288604.2019.1596050.

  • 28.

    Silva RBD, Mattos CA. Critical Success Factors of a Drug Traceability System for Creating Value in a Pharmaceutical Supply Chain (PSC). Int J Environ Res Public Health. 2019;16(11). [PubMed ID: 31167350]. [PubMed Central ID: PMC6604032]. https://doi.org/10.3390/ijerph16111972.

  • 29.

    Iqbal MJ, Geer MI, Dar PA. Medicines Management in Hospitals: A Supply Chain Perspective. Sys Rev Pharm. 2017;8(1):80-5. https://doi.org/10.5530/srp.2017.1.14.

  • 30.

    Seidman G, Atun R. Do changes to supply chains and procurement processes yield cost savings and improve availability of pharmaceuticals, vaccines or health products? A systematic review of evidence from low-income and middle-income countries. BMJ Glob Health. 2017;2(2). e000243. [PubMed ID: 28589028]. [PubMed Central ID: PMC5435270]. https://doi.org/10.1136/bmjgh-2016-000243.

  • 31.

    Mokheseng M, Horn GS, Klopper AG. Supply chain solutions to improve the distribution of antiretroviral drugs (ARVs) to clinics in rural areas: A case study of the QwaQwa district. Health SA Gesondheid. 2017;22:93-104. https://doi.org/10.1016/j.hsag.2016.11.001.

  • 32.

    Esmaeillou Y, Masoudi Asl I, Tabibi SJ, Cheraghali AM. Identifying Factors Affecting the Pharmaceutical Supply Chain Management in Iran. Galen Med J. 2023;6(4). https://doi.org/10.31661/gmj.v6i4.869.

  • 33.

    Brako S, Asante D, Akosah NB. Investigating the Risks in the Pharmaceutical Supply Chain in Ghana. Int J Acad Res Bus Social Sci. 2016;6(6). https://doi.org/10.6007/IJARBSS/v6-i6/2176.

  • 34.

    Awad H, Al-Zu'bi ZM, Abdallah AB. A Quantitative Analysis of the Causes of Drug Shortages in Jordan: A Supply Chain Perspective. Int Bus Res. 2016;9(6):53. https://doi.org/10.5539/ibr.v9n6p53.

  • 35.

    Holm MR, Rudis MI, Wilson JW. Medication supply chain management through implementation of a hospital pharmacy computerized inventory program in Haiti. Glob Health Action. 2015;8:26546. [PubMed ID: 25623613]. [PubMed Central ID: PMC4306749]. https://doi.org/10.3402/gha.v8.26546.

  • 36.

    Jaberidoost M, Olfat L, Hosseini A, Kebriaeezadeh A, Abdollahi M, Alaeddini M, et al. Pharmaceutical supply chain risk assessment in Iran using analytic hierarchy process (AHP) and simple additive weighting (SAW) methods. J Pharm Policy Pract. 2015;8(1):9. [PubMed ID: 25838919]. [PubMed Central ID: PMC4354976]. https://doi.org/10.1186/s40545-015-0029-3.

  • 37.

    Mensah J, Annan J, Asamoah D. Optimizing Drug Supply Chain in Hospital Pharmacy Department: An Empirical Evidence from a Developing Country. Bus Econ Res. 2015;5(2):153. https://doi.org/10.5296/ber.v5i2.7789.

  • 38.

    Hetzel MW, Page-Sharp M, Bala N, Pulford J, Betuela I, Davis TM, et al. Quality of antimalarial drugs and antibiotics in Papua New Guinea: a survey of the health facility supply chain. PLoS One. 2014;9(5). e96810. [PubMed ID: 24828338]. [PubMed Central ID: PMC4020934]. https://doi.org/10.1371/journal.pone.0096810.

  • 39.

    Karimi S, Sairani F, Abasi M. [Factors Affecting Drug Pert of Experts in Selected Hospitals of Isfahan (Public, Private and Voluntary)]. Health Inf Manag. 2014;10(7):1066-74. Persian.

  • 40.

    Jaberidoost M, Nikfar S, Abdollahiasl A, Dinarvand R. Pharmaceutical supply chain risks: a systematic review. DARU J Pharm Sci. 2013;21(1):69. [PubMed ID: 24355166]. [PubMed Central ID: PMC3913399]. https://doi.org/10.1186/2008-2231-21-69.

  • 41.

    Yu X, Li C, Shi Y, Yu M. Pharmaceutical supply chain in China: current issues and implications for health system reform. Health Policy. 2010;97(1):8-15. [PubMed ID: 20307912]. https://doi.org/10.1016/j.healthpol.2010.02.010.

  • 42.

    Bedouch P, Baudrant M, Detavernier M, Rey C, Brudieu E, Foroni L, et al. [Drug supply chain safety in hospitals: current data and experience of the Grenoble university hospital]. Ann Pharm Fr. 2009;67(1):3-15. fre. [PubMed ID: 19152845]. https://doi.org/10.1016/j.pharma.2008.10.006.

  • 43.

    Cohen MM, Kimmel NL, Benage MK, Cox MJ, Sanders N, Spence D, et al. Medication safety program reduces adverse drug events in a community hospital. Qual Saf Health Care. 2005;14(3):169-74. [PubMed ID: 15933311]. [PubMed Central ID: PMC1744034]. https://doi.org/10.1136/qshc.2004.010942.

  • 44.

    Krampera M, Venturini F, Benedetti F, Oliani A, Carolei S, Visco C, et al. Computer-based drug management in a bone marrow transplant unit: a suitable tool for multiple prescriptions even in critical conditions. Br J Haematol. 2004;125(1):50-7. [PubMed ID: 15015968]. https://doi.org/10.1111/j.1365-2141.2004.04855.x.

  • 45.

    Mathur B, Gupta S, Meena ML, Dangayach GS. Healthcare supply chain management: literature review and some issues. J Adv Manag Res. 2018;15(3):265-87. https://doi.org/10.1108/jamr-09-2017-0090.

  • 46.

    Odhiambo MO, Kihara AN. Effect of inventory management practices on supply chain performance of government health facilities in Kisumu county in Kenya. J Int Bus Innov Strategic Manag. 2018;1(6):145-66.

  • 47.

    Barati O, Sadeghi A, Khammarnia M, Siavashi E. Investigation of hospitals management challenges: A qualitative study in Shiraz hospitals. Sadra Med J. 2016;4(3):149-60.

  • 48.

    Bilal AI, Tilahun Z, Beedemariam G, Ayalneh B, Hailemeskel B, Engidawork E. Attitude and satisfaction of health care providers towards clinical pharmacy services in Ethiopia: A post-deployment survey. J Pharm Policy Pract. 2016;9:7. [PubMed ID: 26962456]. [PubMed Central ID: PMC4784336]. https://doi.org/10.1186/s40545-016-0058-6.

  • 49.

    Koh R, Schuster EW, Chackrabarti I, Bellman A. Securing the pharmaceutical supply chain. White Paper, Auto-ID Labs, Massachusetts Institute of Technology. 2003;1:19.

  • 50.

    Posten HO, Misra S, Sahai H, Gore AP, Garrett JK. Accent on teaching materials: A bibliography on the teaching of probability and statistics. Amer Statist. 1987;41(4):284-310. https://doi.org/10.2307/2684751.

  • 51.

    Visconti RM, Morea D. Healthcare Digitalization and Pay-For-Performance Incentives in Smart Hospital Project Financing. Int J Environ Res Public Health. 2020;17(7). [PubMed ID: 32235517]. [PubMed Central ID: PMC7177756]. https://doi.org/10.3390/ijerph17072318.

  • 52.

    Nagariya R, Kumar D, Kumar I. Sustainable service supply chain management: From a systematic literature review to a conceptual framework for performance evaluation of service only supply chain. Benchmarking Int J. 2022;29(4):1332-61. https://doi.org/10.1108/BIJ-01-2021-0040.

  • 53.

    Polater A, Demirdogen O. An investigation of healthcare supply chain management and patient responsiveness: An application on public hospitals. Int J Pharm Healthc Mark. 2018;12(3):325-47. https://doi.org/10.1108/ijphm-07-2017-0040.

  • 54.

    Jahanbani E, Shakoori R, Bagheri-Kahkesh M. Drug Supply Chain Management and Implementation of Health Reform Plan in Teaching Hospital Pharmacies of Ahvaz, Iran. Hosp Pract Res. 2016;1(4):141-5. https://doi.org/10.21859/hpr-0104141.

  • 55.

    Biglar M, Dargahi H, Ghorbani Z, Garshasbi S. Investigating the impact of empowerment training courses on human resources productivity among Tehran University of Medical Sciences employees. J Hosp. 2020;19(3):67-82.

  • 56.

    Vinterflod C, Gustafsson M, Mattsson S, Gallego G. Physicians' perspectives on clinical pharmacy services in Northern Sweden: a qualitative study. BMC Health Serv Res. 2018;18(1):35. [PubMed ID: 29361941]. [PubMed Central ID: PMC5781320]. https://doi.org/10.1186/s12913-018-2841-3.

  • 57.

    Yadollahi S, Dastgerdy SH. The Correlation between Organizational Commitment of Emergency Medical Service Staff and Care Quality of Pre-hospital Services in Chaharmahal-Bakhtyari Province in 2020. Paramed Sci Military Health.

  • 58.

    Jabbari H, Shahbandarzadeh H, Ghorbanpur A. Designing dynamic inventory control model using a hybrid meta-heuristic algorithm to optimize the hospital warehouse in the epidemic Covid 19. Organ Resour Manag Res. 2022;12(1):59-79.

  • 59.

    Hasanpoor E, Zahmatkesh E, Nazari M, Abbas Imani Z, Mahmodi H, Arab Zozani M. Hospital Emergency Response of Iran's Hospitals against Disasters: A Case Study in Karaj. J Hosp. 2015;14(4):67-74.

  • 60.

    Agajaniyan S, Yazdan Panah A, Afshari R. Identifying the Effective Factors in Developing the Interdepartmental Relations of Hospital Managers at Shiraz University of Medical Sciences. Sadra Med J. 2019;7(3):287-98. https://doi.org/10.30476/smsj.2019.81836.1006.