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1

Dupree, Lori H. "Achieving Excellence in Pharmaceutical Care." Southern Medical Journal 108, no. 10 (2015): 627. https://doi.org/10.14423/smj.0000000000000358.

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Hunter, Tracy S., Lisa Deziel-Evans, and Wallace A. Marsh. "Assuring Excellence in Distance Pharmaceutical Education." American Journal of Pharmaceutical Education 67, no. 3 (2003): 94. http://dx.doi.org/10.5688/aj670394.

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Hunter, Tracy S., Lisa Deziel-Evans, and Wallace A. Marsh. "Assuring Excellence in Distance Pharmaceutical Education." American Journal of Pharmaceutical Education 67, no. 3 (2003): 94. http://dx.doi.org/10.1016/s0002-9459(24)00682-x.

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Meyer, Susan M. "A Strategy to Examine Excellence in Pharmaceutical Education." American Journal of Pharmaceutical Education 67, no. 3 (2003): 86. http://dx.doi.org/10.5688/aj670386.

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Konnor, Delbert. "Advancing Pharmaceutical Care Through Vision, Leadership, and Excellence." Journal of Managed Pharmaceutical Care 1, no. 1 (2001): 7–17. http://dx.doi.org/10.1300/j234v01n01_03.

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Kinnell, Margaret. "Benchmarking for information service excellence: The pharmaceutical industry." Total Quality Management 8, no. 1 (1997): 3–14. http://dx.doi.org/10.1080/09544129710404.

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Volkin, David B., Susan Hershenson, Rodney J. Y. Ho, Susumu Uchiyama, Gerhard Winter, and John F. Carpenter. "Two Decades of Publishing Excellence in Pharmaceutical Biotechnology." Journal of Pharmaceutical Sciences 104, no. 2 (2015): 290–300. http://dx.doi.org/10.1002/jps.24285.

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Meyer, Susan M. "A Strategy to Examine Excellence in Pharmaceutical Education." American Journal of Pharmaceutical Education 67, no. 3 (2003): 86. http://dx.doi.org/10.1016/s0002-9459(24)00674-0.

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Jaffal, Shaima, and Khaled Alzou’bi. "Performance of the Supply Chain in Operational Excellence: A Field Study in Jordanian Pharmaceutical Companies." Business Series 3, no. 2 (2024): 201–51. http://dx.doi.org/10.59759/business.v3i2.593.

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This study aims to identify the role of supply chain performance dimensions (cost, flexibility, delivery, and responsiveness) in achieving operational excellence dimensions (leadership excellence, product excellence, employee excellence, organizational culture excellence, and strategic excellence) in Jordanian pharmaceutical companies. The study population includes all senior and middle managers (1016 employees) in (22) pharmaceutical companies in Amman. A stratified random proportional sample was used to represent the study population. The descriptive analytical approach was used to achieve t
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Sanjay Sarkhel. "Assessing the Impact of Operational Excellence and Employee Engagement on Performance in Pharmaceutical Industry." Journal of Information Systems Engineering and Management 10, no. 3 (2025): 71–105. https://doi.org/10.52783/jisem.v10i3.3744.

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The Indian pharmaceutical industry, a global player, faces challenges in balancing robust Human Resource Management (HRM) practices with operational excellence, which could hinder its growth and competitiveness. By addressing both HRM and operational excellence challenges, Indian pharmaceutical companies can create a more engaged workforce, optimize processes, and achieve sustainable growth in the competitive global market. With its significant economic expansion and worldwide funding, HRM in India has attracted substantial study focus throughout the last decade and remains to this day, althou
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Wageeh, A. Nafei. "The Role of Knowledge Management in Promoting Organizational Excellence: A Study on the Pharmaceutical Industry in Egypt." International Journal of Case Studies 5, no. 8 (2016): 125–43. https://doi.org/10.5281/zenodo.3531445.

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Purpose: This paper attempts to highlight the significant role of Knowledge Management (KM) in improving Organizational Excellence (OE). KM is widely acknowledged as a critical factor for OE at the Pharmaceutical industry in Egypt. Research Design/Methodology: To assess positive KM refer to (KM questionnaire, Jakob 2003; and Wiig, 2003) and OE (OE survey Kandula, 2002; Hesseblin & Gohanston, 2002). The data of the study was collected from the employees at The Pharmaceutical industry in Egypt. Out of the 356 questionnaires that were distributed to employees at The Pharmaceutical industry in
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Jorgensen, Paul D. "Pharmaceuticals, Political Money, and Public Policy: A Theoretical and Empirical Agenda." Journal of Law, Medicine & Ethics 41, no. 3 (2013): 561–70. http://dx.doi.org/10.1111/jlme.12065.

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The point, for the 946,326th time is that people get elected to office by currying the favor of powerful interest groups. They don’t get elected for their excellence as political philosophers.Congress has consistently failed to solve some serious problems with the cost, effectiveness, and safety of pharmaceuticals. In part, this failure results from the pharmaceutical industry convincing legislators to define policy problems in ways that protect industry profits. By targeting campaign contributions to influential legislators and by providing them with selective information, the industry manage
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de Silva, J. Arthur F. "Scientific Excellence, Awards, and Recognition." Journal of Pharmaceutical Sciences 79, no. 7 (1990): 555. http://dx.doi.org/10.1002/jps.2600790702.

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Linden, Luan, Hindrik Vondeling, Claire Packer, and Alison Cook. "Does the National Institute for Health and Clinical Excellence only appraise new pharmaceuticals?" International Journal of Technology Assessment in Health Care 23, no. 3 (2007): 349–53. http://dx.doi.org/10.1017/s0266462307070468.

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Objectives: To determine the relative extent to which the National Institute for Health and Clinical Excellence (NICE) appraises new versus existing technologies, and pharmaceutical versus nonpharmaceutical health technologies.Methods: We categorized technologies within NICE appraisals published between March 2000 and June 2006 by type and classified them as new or existing using the timeline between launch in the United Kingdom and referral to NICE. We used a 3-year postlaunch cutoff to determine whether a technology was new, with a sensitivity analysis of 1 and 5 years.Results: We reviewed 1
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Al-Amiri, Abdo Ahmed Ali, and Seham Abdulrahman Said Rajeh. "Strategic Vigilance and Its Impact on the Institutional Excellence: A Field Study of Pharmaceutical Manufacturing Companies in Amanat Al Asima, Yemen." University of Science and Technology Journal for Management and Human Sciences 3, no. 1 (2025): 29–62. https://doi.org/10.59222/ustjmhs.3.1.2.

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The study aimed to assess the impact of strategic vigilance along with its dimensions -technological vigilance, competitive vigilance, marketing vigilance, commercial vigilance, and environmental vigilance- on institutional excellence, which subsumes leadership excellence, human resources excellence, strategic excellence, operations excellence, and product excellence at pharmaceutical manufacturing companies in Amanat Al Asima, Yemen. It also aimed to identify the level of practicing strategic vigilance and achieving institutional excellence in the companies under study. To achieve the objecti
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Curtiss, Frederic R. "JMCP Award for Excellence." Journal of Managed Care Pharmacy 9, no. 3 (2003): 276–77. http://dx.doi.org/10.18553/jmcp.2003.9.3.276.

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Harshad, Tanpure* Dr. Vishwas Bahgat Dr. Deepak Kardile Dr. Rajkumar Shete M. M. Karne. "Revolutionizing Stability-Indicating Analysis: Advanced RP-HPLC Strategies for Pharmaceutical Excellence." International Journal of Pharmaceutical Sciences 3, no. 5 (2025): 4466–89. https://doi.org/10.5281/zenodo.15522235.

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Stability-indicating analysis is vital to pharmaceutical quality control for establishing the safety, efficacy, and quality of pharmaceutical drug products until their expiration date. Reversed-phase high-performance liquid chromatography (RP-HPLC) has recently become an important tool in stability testing because of its high selectivity, sensitivity, and robustness. Abstract/Short: This review focused on recent developments in RP-HPLC approaches for stability-indicating analysis to emphasize their importance in pharmaceutical excellency. Abstract The principles of stability-ind
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Stuart-Kregor, Paul. "Marketing Masterclass — Are pharmaceutical (or healthcare) companies achieving true ‘marketing excellence’?" Journal of Medical Marketing 6, no. 1 (2006): 19–30. http://dx.doi.org/10.1057/palgrave.jmm.5040264.

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Alkhalidi, Bashar A., and Ayman Bahjat Abdallah. "Lean Bundles and Performance Outcomes in the Pharmaceutical Industry: Benchmarking a Jordanian Company and Operational Excellence International Project." Modern Applied Science 12, no. 8 (2018): 90. http://dx.doi.org/10.5539/mas.v12n8p90.

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This study benchmarks the implementation levels and performance outcomes of lean bundles of a Jordanian pharmaceutical manufacturing company with the results of the Operational Excellence (OPEX) model. The OPEX model is an ongoing international research project in the pharmaceutical industry. The results of the OPEX project were obtained, along with permission to use them in the present study. The same question items used in the OPEX project were used to prepare a questionnaire to collect data from the Jordanian pharmaceutical company. Fifteen managers from the Jordanian company with responsib
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Meyer, Susan M., and Richard P. Penna. "Promoting excellence in teaching in pharmaceutical education: The master teacher credentialling program." New Directions for Teaching and Learning 1996, no. 65 (1996): 105–8. http://dx.doi.org/10.1002/tl.37219966518.

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Torroba-Sanz, Beatriz, Ana de Lorenzo-Pinto, Almudena Ribed-Sánchez, et al. "[Translated article] Achieving excellence in the pharmaceutical care of the surgical patient." Farmacia Hospitalaria 47, no. 1 (2023): T26—T30. http://dx.doi.org/10.1016/j.farma.2022.12.013.

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Aroon Adulapuram, Maheshwari Annaladas, Bhumika Allikanti, and Amena kausar. "Achieving operational excellence: Key factors in total quality management for pharmaceutical industry." World Journal of Biology Pharmacy and Health Sciences 18, no. 2 (2024): 327–31. http://dx.doi.org/10.30574/wjbphs.2024.18.2.0275.

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The implementation of total quality management always concerned by top management within organization. TQM is the process of involving all employees of organization in its continual improvement to achieve customer satisfaction. The aim of this study is focused at elements & key success factors implemented TQM process. Quality is critically important ingredient to organizational success achieved by TQM, which aimed at prevention of defects rather than detection of defects.
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Aroon, Adulapuram, Annaladas Maheshwari, Allikanti Bhumika, and kausar Amena. "Achieving operational excellence: Key factors in total quality management for pharmaceutical industry." World Journal of Biology Pharmacy and Health Sciences 18, no. 2 (2024): 327–31. https://doi.org/10.5281/zenodo.13743926.

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The implementation of total quality management always concerned by top management within organization. TQM is the process of involving all employees of organization in its continual improvement to achieve customer satisfaction. The aim of this study is focused at elements & key success factors implemented TQM process. Quality is critically important ingredient to organizational success achieved by TQM, which aimed at prevention of defects rather than detection of defects.
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Hawrot, Tadeusz, and David Badcock. "Brain health conditions: Excellence in psychedelic treatments." Open Access Government 37, no. 1 (2023): 164–65. http://dx.doi.org/10.56367/oag-037-10639.

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Brain health conditions: Excellence in psychedelic treatments Psychedelic treatments open up an unparalleled window of opportunity, but we need to get ready for their roll-out. Mental healthcare is in crisis, and we don't have the tools to truly help millions of Europeans in need. In the EU, a shocking number of over 100 million people are affected by mental health conditions and alcohol use disorder and 56 000 die by suicide every year. And yet, few novel treatments have been developed by the pharmaceutical industry in the last several decades. We urgently need more innovation and psychedelic
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Thomas, Steffen, and Rusli Ananta. "Optimizing Quality Standards in Pharma 4.0 by Implementing Quality Behaviors for Excellence in the Digital Era." Cermin Dunia Kedokteran 52, no. 2 (2025): 136–39. https://doi.org/10.55175/cdk.v52i2.1329.

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The pharmaceutical industry is undergoing a significant transformation with the emergence of the Pharma 4.0 concept, driven by technological advancements such as the internet of things (IoT), artificial intelligence (AI), and robotic production systems (continuous manufacturing). One crucial aspect of this transformation is the need for strong data integrity (DI) to ensure the data reliability and security related to pharmaceutical product quality. In the era of Pharma 4.0, performance data from the pharmaceutical industry can be integrated to support real-time decision-making, the presence of
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Ding, Xinxin. "Celebrating 50 Years of Excellence in DMD Science." Drug Metabolism and Disposition 51, no. 1 (2022): 96–98. http://dx.doi.org/10.1124/dmd.122.001179.

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Prajakta.S.Kharde, Prajakta S. Kharde, Gayatri G. Katare Gayatri.G.Katare, Pratiksha N. Kedar Pratiksha.N.Kedar, Sayali S. Khairnar Sayali.S.Khairnar, and Guided by-Dr Someshwar Mankar Sir Guided by-Dr.Someshwar Mankar Sir. "Advancing Excellence through Quality by Design- A Detailed Review." International Journal of Pharmaceutical Research and Applications 10, no. 2 (2025): 1858–62. https://doi.org/10.35629/4494-100218581862.

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Quality by Design (QbD) is a comprehensive approach to pharmaceutical development, emphasizing design of products and processes for predefined quality. Future research should focus on addressing the challenges of QbD implementation, such as cultural and organizational changes, requirement for specialized skills, and increased costs. There are certain elements of QbD likewise target product profile,design space, and critical quality attributes.It systematically understands relationships between material attributes, process parameters, and product quality. If we implement QbD practice it improve
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Bjerrum, Ole J. "Excellence in education and training advances competitiveness of the pharmaceutical industry in Europe." European Journal of Pharmaceutical Sciences 44, no. 1-2 (2011): 174–75. http://dx.doi.org/10.1016/j.ejps.2011.07.006.

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Stuhan, Mary Ann. "Exceeding Expectations for Educational Excellence: 2006 PTEC Annual Meeting Report." Journal of Pharmacy Technology 22, no. 5 (2006): 289–91. http://dx.doi.org/10.1177/875512250602200507.

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Köhler, Stephan, Thomas Friedli, and Prabir Basu. "Operational Excellence in Pharmaceutical Quality Control Labs: Driver of an Effective Quality System." Journal of Pharmaceutical Innovation 15, no. 1 (2019): 138–54. http://dx.doi.org/10.1007/s12247-019-09376-6.

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Victor Alemede, Precious Azino Usuemerai, and Olumide Emmanuel Ibikunle. "Data-driven strategies for optimizing pharmaceutical supply chains in the United States: A framework for entrepreneurial excellence." Magna Scientia Advanced Research and Reviews 6, no. 1 (2022): 086–93. https://doi.org/10.30574/msarr.2022.6.1.0067.

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The pharmaceutical supply chain in the United States is a complex network that requires strategic optimization to ensure the timely and safe delivery of medications to patients. This paper explores data-driven strategies and entrepreneurial approaches for enhancing efficiency, transparency, and resilience within these supply chains. Key technologies, such as predictive analytics, machine learning, blockchain, and the Internet of Things (IoT), are examined for their transformative potential in demand forecasting, inventory management, and logistics. The critical role of data transparency and co
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Nagaich, Upendra. "Society of Pharmaceutical Education and Research 4thAnnual International Conference and Exhibition on "Pharmaceutical Innovations for Global Excellence: Ignite, Invent, Implement"." Journal of Advanced Pharmaceutical Technology amp; Research 6, no. 2 (2015): 39. http://dx.doi.org/10.4103/2231-4040.154522.

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Marinkovic, Valentina, Stana Bekcic, Gordana Pejovic, Tatjana Sibalija, Vidosav Majstorovic, and Ljiljana Tasic. "An approach to TQM evaluation in pharma business." TQM Journal 28, no. 5 (2016): 745–59. http://dx.doi.org/10.1108/tqm-10-2015-0134.

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Purpose – The purpose of this paper is to explore the good practice (GxP) and standardised management system integration within total quality management (TQM) paradigm in pharmaceutical sector in Serbia. Also, the impact of all interested parties on quality management has been assessed. Design/methodology/approach – The cross-sectional study was performed, including different stakeholders within the pharmaceutical sector in Serbia: manufacturers, distributors, big pharma representative offices, as well as national regulatory authority. A survey instrument was developed, consisted of 16 questio
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Azeem, Muhammad, Sania Aziz, Jawad Shahid, Aamir Hayat, Munir Ahmed, and Muhammad Imran Khan. "The impact of customer-centric business strategies on customer relationship management: pharmaceutical field-force perspective." International Journal of Pharmaceutical and Healthcare Marketing 16, no. 1 (2021): 138–54. http://dx.doi.org/10.1108/ijphm-09-2020-0083.

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Purpose In a modern business scenario, firms have implemented customer-centric approaches to enable customer relationship management (CRM) to trigger business excellence. Business strategies are modernizing business marketing operations that mainly focused on the retention of profitable customers. The purpose of this study is to empirically investigate the impact of marketing strategies (MS), information technology support (IT-S) and knowledge sharing (KS) in the effect of CRM in the pharmaceutical sector of Punjab, Pakistan. Design/methodology/approach Data were collected from the field force
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Williams, Julie. "Aspiring towards excellence in Pharmacy: the Royal Pharmaceutical Society Faculty and Advanced Pharmacy Practice." Intrinsic Activity 3, Suppl. 1 (2015): A0.2. http://dx.doi.org/10.25006/ia.3.s1-a0.2.

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Schneider, U., T. Friedli, P. Basu, and J. Werani. "Operational Excellence in Practice—the Application of a Takt-Time Analysis in Pharmaceutical Manufacturing." Journal of Pharmaceutical Innovation 10, no. 2 (2015): 99–108. http://dx.doi.org/10.1007/s12247-014-9210-5.

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Gu, Yi. "Analysis of Value Investing of Pharmaceutical Industry in the U.S.: A Case Study of Merck & Co." Advances in Economics, Management and Political Sciences 185, no. 1 (2025): 160–67. https://doi.org/10.54254/2754-1169/2025.lh23926.

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This study analyzes the application of value investing principles in the U.S. pharmaceutical industry, with a focus on Merck & Co. as a case study. The pharmaceutical sector features high research and development intensity, patent-driven revenue cycles, and inelastic demand for therapies, which create opportunities and risks for investors. Under the circumstances of rising innovation costs, patent cliffs, and evolving regulatory landscapes, the study explores how fundamental analysis can identify undervalued firms with durable competitive advantages. The analysis mainly employs value inves
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Eckel, Stephen F. "The Baptist Health Care Journey to Excellence: Creating a Culture That WOWs!" Journal of Pharmacy Technology 21, no. 4 (2005): 235–36. http://dx.doi.org/10.1177/875512250502100415.

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Ashwini, Chakote* Omkar Chougale Sairaj Patil Akash Malakane. "Six Sigma in Pharmaceutical Industry – A Comprehensive Review." International Journal of Pharmaceutical Sciences 3, no. 5 (2025): 2222–34. https://doi.org/10.5281/zenodo.15400976.

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Strict regulatory frameworks govern the pharmaceutical sector, which demands high standards of quality to guarantee patient safety and effectiveness.In pharmaceutical production, Six Sigma, a data-driven methodology designed to minimize process variation and faults, has become a potent instrument for operational excellence and quality improvement.The use of Six Sigma techniques—DMAIC (Define, Measure, Analyze, Improve, Control) and DMADV (Define,Measure, Analyze, Design,Verify)—as well as their integration with Lean concepts to improve productivity, eliminate the waste, and streaml
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Rodríguez-González, Carmen Guadalupe, Camino Sarobe-González, María Esther Durán-García, et al. "Use of the EFQM excellence model to improve hospital pharmacy performance." Research in Social and Administrative Pharmacy 16, no. 5 (2020): 710–16. http://dx.doi.org/10.1016/j.sapharm.2019.08.030.

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Adeyemo, Kolade. "The Role of High-Quality APIs in Breast Cancer Treatment: Advancing Personalized Approaches and Regulatory Frameworks." Current Journal of Applied Science and Technology 44, no. 4 (2025): 32–42. https://doi.org/10.9734/cjast/2025/v44i44512.

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Aim: To discuss the development and manufacturing of high-quality active pharmaceutical ingredients for breast cancer treatment focusing on how their efficiencies can be improved through personalized medicine and regulatory excellence. Problem Statement: Breast cancer is known as the most prominent global menace among women and a foremost source of cancer-related mortality. Orthodox treatments, such as chemotherapy, hormone therapy, small-molecule targeted therapy, radiotherapy and surgery usually fall short of handling the heterogeneity and complexity of definite breast cancer subdivisions ca
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Jingjing, Liu. "Research on the Training Mode of Business Administration Talents Based on "Excellence Plan"." Business, Management and Economics Research, no. 82 (April 25, 2022): 12–16. http://dx.doi.org/10.32861/bmer.82.12.16.

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With the gradual advancement of China’s educational reform, China’s higher education has changed from elite education to mass education, which leads to a series of problems. In order to improve the quality of business administration education in colleges and universities, change the talent training mode and train outstanding business administration talents, this paper takes the business administration major in Anhui University of Finance and Economics as an example, puts forward the main problems existing in its training mode, and puts forward corresponding solutions.
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Grasela, T. H., and R. Slusser. "The Paradox of Scientific Excellence and the Search for Productivity in Pharmaceutical Research and Development." Clinical Pharmacology & Therapeutics 95, no. 5 (2014): 521–27. http://dx.doi.org/10.1038/clpt.2013.242.

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Salameh, Pascale, Ourania Kolokotroni, and Constantina Constantinou. "Research, ranking, and university branding: Investment for excellence in health professions’ education." Pharmacy Education 22, no. 1 (2022): 404–8. http://dx.doi.org/10.46542/pe.2022.221.404408.

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Research is known to serve society and optimise educational institutions’ reputation, hand in hand with knowledge; this applies to all disciplines, including those related to health professions education, such as pharmacy and medicine. Institutional reputation attracts high-quality students and instructors, which will, in turn, enhance productivity and lead to a further better reputation. Reputation relies on branding strategies, encompassing research excellence as an intrinsic value and institutional ranking as an external recognition; additionally, institutional and programme accreditations
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Rishi Nareshbhai Lad. "Enabling Pharmaceutical Innovation through API-Driven Integration." International Journal of Scientific Research in Computer Science, Engineering and Information Technology 11, no. 2 (2025): 693–701. https://doi.org/10.32628/cseit25112416.

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In the rapidly evolving landscape of biotechnology, integrating digital systems has become paramount for operational excellence. This article examines the strategic implementation of API-driven architectures in modernizing pharmaceutical infrastructure, with a particular focus on enhancing data interoperability across complex distributed systems. An in-depth analysis of advanced integration patterns, including API gateways, microservices architectures, and event-driven frameworks, demonstrates how these technologies revolutionize pharmaceutical operations. It presents a comprehensive evaluatio
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Dzierba, Amy L., and Tyree H. Kiser. "Continuing excellence in critical care pharmacy practice, education, and advocacy." JACCP: JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 6, no. 8 (2023): 840–42. http://dx.doi.org/10.1002/jac5.1852.

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Selivanova, I. A. "Fractal Analysis of Lyophilized Active Pharmaceutical Ingredients." Biotekhnologiya 36, no. 5 (2020): 98–103. http://dx.doi.org/10.21519/0234-2758-2020-36-5-98-103.

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The development of effective drug quality control methods based on intelligent technologies is an urgent task for pharmaceutical analysis in the context of production robotization. This is particularly topical for biotechnology-derived pharmaceutical ingredients due to the peculiarities of the analysis of these compounds and limited number of quality control methods for drugs. Fractal geometry can be a mathematical background for the creation of such method. In this work we studied the possibility of fractal geometry using for the development of rapid tests for bifidumbacterin lyophilisates. A
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Withnall, Mike. "The Lambert Report: like the curate's egg: Supporting Excellence in the Science Base." Biochemist 26, no. 1 (2004): 48–49. http://dx.doi.org/10.1042/bio02601048.

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The Lambert Report of the interaction between business and universities confirms what the Biochemical Society has been stating for several years in policy submissions to the government — that the major problem is a lack of business pull for knowledge transfer rather than of university push. The Report largely excludes the pharmaceutical and biotech industries from this criticism. It notes, however, that Britain is strong in basic research, but is less good at bringing ideas to market, and quotes the statistic that UK academic papers are cited by other researchers 53% more often than studies fr
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Grodzinski, Piotr. "NCI Centers of Cancer Nanotechnology Excellence (CCNEs) – A full story to set the record straight." Journal of Controlled Release 309 (September 2019): 341–42. http://dx.doi.org/10.1016/j.jconrel.2019.08.016.

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Sadiya, Inamdar Tejashree Kedar Harshada Gujar Prasad Tanpure Sachin Sapkal. "Harnessing AI And Machine Learning in Pharmaceutical Quality Assurance." International Journal of Scientific Research and Technology 1, no. 11 (2024): 145–50. https://doi.org/10.5281/zenodo.14186540.

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The integration of Artificial Intelligence (AI) and Machine Learning (ML) in pharmaceutical quality assurance (QA) presents transformative opportunities for improving the accuracy, efficiency, and consistency of quality control processes. This review explores the key applications of AI/ML in QA, including data analysis, predictive modelling, automation of routine tasks, and real-time quality monitoring. By harnessing AI, pharmaceutical companies can enhance regulatory compliance, streamline documentation, and improve decision-making through intelligent decision support systems. Drug developmen
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