- Introduction
- Context
- Operational Need for improvement
- SWOT Analysis
- Pestle Analysis
- Alignment with best practices
- Stakeholder Needs
- Aim and Objectives
- Operational Management Techniques
- Process Mapping
- Root Cause Analysis
- Lean Principles
- Capacity Management
- Performance Metrics
- Risk and Contingencies
- Recommendations
- Gantt chart
- Conclusion
Introduction
Phlebotomy services are a critical component for hospitals as they aid diagnoses and patients. The phlebotomy service is an open service at the identified hospital as long as the patient can physically access the phlebotomy room. But operating this service has significant difficulties, such as; patient flow disruption, workload imbalance, resource misuse, and physically restricted patients’ access. Problems such as these have led to patient complaints, staff grievances and organisation conflicts among which most are highlighted during intervals of high prevalence.
The service does not have an appointment, so patients cannot be treated in order of urgency or booking but on a first served basis. Though this system is convenient to arrange for students’ shift in classroom time, it causes crowding during fasting test time and after the ward round time in the afternoon. Patients and workers have complained about long waiting time, lack of adequate number of chairs, and lack of space for other forms of patients including those in ICU. Moreover, variations in stock management create continuous wastage of some crucial materials, which leads to pressure in resources.
Native Assignment Help provides a professional assignment writing service specializing in healthcare topics like phlebotomy service improvement. Our experts deliver well-researched, clear, and tailored reports that improve your academic results with actionable insights on operational efficiency and patient care enhancement.
The purpose of this report focuses on combinations of these issues with further operational analysis and the suitable and specific recommendation for enhancing the quality amp efficiency of the phlebotomy service. The proposed improvements are meant to increase the satisfaction of the patients, the efficiency of the used resources, service delivery and the overall extension of the services to the clients, powers the techniques that are recommended by the best practice and health standards. The report also assesses the risks and offers solutions on how they should be executed. Recommendations are then made with reference to a time frame for their implementation. The goal of the report is to provide a workable and therefore long-lasting solution that will increase the quality of care for patients as well as the quality of life for all members of staff.
Context
Phlebotomy service is an essential component of a hospital’s diagnostic and therapeutic routines; however, the current structure of this service at the hospital is at risk of inheriting major operational deficits that might compromise efficiency and patient satisfaction. The above challenges must be fixed as a way of ensuring that the service delivery of the department is in tandem with the current healthcare standards, patient expectation and efficiency (Ahmed et al. (2023). As per the operation requirement in the subsequent sections, the areas to be improved and the current problems are socialized by mentioning the strategic analyses.
Operational Need for improvement
- Patient Satisfaction and Accessibility: This has occasioned limited sitting space, and long waiting time, which is a cause of dissatisfaction among patients. Also, the removed immobile patients that are confined in the intensive care unit or ICU are also a factor calling for better accessibility and inclusiveness of services.
Figure 1: Operational Need for Improvement
(Source: Self-created)
- Staff Efficiency and Workload Distribution: Patients and ward attendants such as nurses and porters spend plenty of time waiting for others when a value added role should be in emphasis. Suboptimal scheduling also amplifies ineffectiveness because workload is randomly distributed among the phlebotomists (Lee et al. (2024). There is always a lack of work during the day and congestion during specific hours.
- Resource Management: Inventory stock-outs and expirations, and constant wastage imply that the economic vitality of the stocks has not been well-managed or maintained. Apart from stressing the financial capacity, readiness in delivering services is also impacted.
SWOT Analysis
Strengths
There is a professional team that fulfills the need for phlebotomy service with highly qualified and professional personnel. The service is concentrated in a particular area, which allows it to be available for mobile patients. It contributes to the efficiency of the work of the hospital.
Weaknesses
Another major disadvantage is absence of any appointment made by a patient, which leads to overcrowding and long queues and delays when the number of people rushing in is large, usually in the morning or early afternoon. They cannot be accessed by stretcher patients who are trapped. Poor stock control policies cost the organization a lot of money by expending a lot of money in acquiring raw materials that end up going to waste (Malahleha, (2024). Moreover, the flexibility of work schedules of phlebotomists is not meeting the organizational expectations, and most of the employees are idle during midday.
Figure 2: SWOT Analysis
(Source: https://images.businessnewsdaily.com/app/)
Opportunities
The most explicit areas that will benefit from the current service delivery improvements include the possibility of provision of mobile benches’ based phlebotomy units given that most patients who require frequent drawing of blood samples cannot be able to move around. Application of information technology may entail appointment scheduling system, central management of inventory system, and health communication system (Alom et al. (2021). All these may help in the Health care system to minimize stock, waiting time among others. Also, there could be opportunities to redesign work during certain time of the day so that staffing can be spread out much more evenly than in the current instance of idling for lengthy periods.
Threats
The external threats are limitation of staff and patent acceptance to change that may slow the implementation of new systems. Lack of funds also may slow down or even prevent beginning of suggested changes and enhancements (Hawthorne et al. (2022). In the same respect, the service needs to be aligned with changing compliance standards and legal requirements in healthcare, which may also be costly to achieve.
Pestle Analysis
Political
This paper focuses on the concept of equality, efficiency and compliance with NHS mandates and NICE guidelines.
Economic
Concerns based on financial imprints induce the need for healthcare systems to use resources whilst providing services effectively and efficiently (Holloway, (2023).
Social
This pressure comes because patients today want shorter waiting time and services that can be availed by everyone to enhance operations.
Technological
Little changes that are expected in the digital environment, for instance in appointment system and inventory software, creates possibilities of advanced change.
Figure 3: PESTLE Analysis
(Source: https://i0.wp.com/www.business-to-you.com/wp)
Legal
Legal as well as ethical policies on health and safety require practitioners to handle phlebotomy equipment and materials appropriately.
Environmental
Cutting down wastage of resources is a measurable initiative that supports health care sustainability and environmental friendly health care delivery.
Alignment with best practices
In the world, effective phlebotomy services implement solutions such as appointment systems, mobile units, and centralized stocks. Implementation of these practices will overcome current deficiencies and compliment the hospital’s objectives of achieving more efficient patient care (Chen et al. (2022). The filling of these operational gaps will thus enhance and expand service delivery, enhance resource availability, and staff productivity in a way that ensures that the hospital serves the intended aims and objectives of the patients and the organization.
Stakeholder Needs
Patients: Reduce waiting time to minimal, have comfortable patient waiting area, and more so including all patient types to the form immobile ones.
Staff: Desire less time spent with patients and better utilization of time as not to get bored during off peak hours.
Management: Defined by a need to be cost efficient with little or no wastage of resources while pursuing its goals and objectives as well as adhering to set legal requirements.
Aim and Objectives
The particular aim of this particular report is to mainly enhance the overall efficiency, accessibility, along with patient overall satisfaction of the phlebotomy service of the hospital (Bartholomew et al. (2024). This ensures optimal type of resource utilization along with productivity of the staff while addressing operational type challenges.
- To implement an system of appointment for managing the flow of the patient and decrease overall waiting times.
- To introduce units of mobile phlebotomy for serving immobile types of patients that include those within intensive care.
- To standardize the practices of stock management for minimizing wastage along with determining availability of resources.
- To optimize schedules of the staff along with workflows for balancing the overall workloads and grow service effectiveness particularly in the time of very peak periods.
Operational Management Techniques
Taking into consideration the difficulties which were identified in the operation of the hospital’s phlebotomy service, some of the operational management methods can be applied. The mentioned techniques will assist in attaining efficiency, bettering work flows, optimization and advancement of service delivery. The key topics are process flows, cause and effect analysis, Six Sigma, capacity planning, and KPIs. They can be used to understand the conditions that are prevalent at the moment, to determine where there is room for enhancement and to list out the recommendations for the required change.
Process Mapping
Process mapping is one of the principal activities of operational management designed to describe and analyze the current phlebotomy service. By drawing out all the operations in the service process one can find such issues as wastages and opportunities for the improvements (Bodley et al. (2021). It is to develop better organizational structures meant to decrease time patients spend waiting and enhance general experience.
In the particular case of the phlebotomy type service, a particular or unique process map would typically involve the following main type of steps which are given below.
Patient Arrival: A patient that comes for phlebotomy first goes to the receptionist and registers in the phlebotomy room.
Waiting: The patient has to queue while waiting to be attended towards the number of chairs available is few.
Sample Collection: Depending on a particular invitation, the patient is mainly attended through the help of a phlebotomist, who mainly takes the necessary type of amount of the biomaterial.
Exit: Subsequently, the patient mainly has to wait totally outside the overall room whenever sample collection is in progress.
Here then they get questions such as lack of adequate space for patients during certain times of the day, poor patient circulation, or under-utilization of the phlebotomists during quiet periods. There are also possibilities to develop approaches such as appointment scheduling or improvement of stock management or mobile sampling for immobile patients (Popivanov et al. (2022). It becomes easier to redesign the process in order to eliminate delays, squeal and improve the quality of patient care.
Root Cause Analysis
RCA is an acronym for Root Cause Analysis that is a method of getting to the causes of the operational concerns instead of covering the effects. In the case of the phlebotomy service in a hospital, RCA can identify the main causes of long waiting times, underutilization of staff, and limited service to patients who cannot move around.
Key types of findings from RCA might specifically include the given below.
Lack of an Appointment System: The process returns to a kind of first-in-first-served kind and therefore would result in overcrowding and very long waiting times, most importantly during rush hours (Rafiq et al. 2024).
Inefficient Resource Allocation: There are many idle times at night and this raises issues as to whether staffing is reflective of origination in patient volumes.
Figure 4: Root cause analysis
(Source: Self-created)
Limited Accessibility for Immobile Patients: One included the daily supply management system in which phlebotomists mainly order, and control their supplies. This leads to expiring or expending supplies often due to poor tracking systems (Mussa et al. 2021).
Inconsistent Stock Management: Phlebotomists manage their own stock, which often leads to expired or wasted supplies due to lack of centralized control and inventory tracking.
By employing RCA tools, further analysis of such root causes could be made to give an understanding of specific measures that are necessary in enhancing the service.
Lean Principles
Lean philosophies deal with the reduction of waste, demand for better quality and productivity, within the organization. By applying Lean principles to the context of the phlebotomy service, several concerns such as, long time to wait, idle staff and issues related to stocks can be handled (Aiken et al. (2021). The main Lean techniques include which are given below.
Value Stream Mapping or VSM: On a phase level, Yamazumi’s method is useful in defining value-added and non-value-added phases in the phlebotomy procedure. Looking at each phase from the time the patient arrives and up to sample collection we see that we can cut down on steps that add no value, time the patient spends waiting and increase overall efficiency.
Just-In-Time or JIT Inventory: JIT inventory management just makes sure that stock is bought and taken from the shelves when necessary and not before or after making rounds, this eliminates issues of excess stocks and hence wastage. The centralized system of stock management would also eliminate cases of having stale items and better allocation of materials and equipment.
Kaizen or Continuous Improvement: Kaizen is not about enforcing massive changes, but incremental ones, that are done steadily. Proper feedback for the team and the process can point out directions for consistent and incremental improvements (Alawode et al. (2021). For example, update the waiting area to provide greater comfort or manage employee shifts according to client rushes.
5S: Use of the 5S principles makes it possible to qualify the working space, remove all the unnecessary items and keep equipment within easy reach which may reduce time wastage.
Applying each and every of these principles of Lean, the service of phlebotomy is going to be more effective and staff oriented with less amount of wastage.
Capacity Management
Capacity management will make sure that the coded resources are well utilized in order to address the need of the patient without overworking or underusing the staff. In the phlebotomy service, they see more patients in the mornings and late afternoons rather than in midmorning (Wu et al. (2022). Capacity management involves making sure that the service provider runs the service optimally during the period of high demand and the low demand.
The main strategies for optimizing capacity are given below.
Staff Scheduling: This involves managing staff density and optimally staffing the institution depending with demand as stated by the patients. Using historical data the hospital can ensure there is extra phlebotomist during the busy morning and late afternoon season while has low demand for phlebotomists during other times of the day. It prevents over staffing or under staffing implication which invariably creates a positive impact of efficiency.
Flexible Resource Allocation: Phlebotomists could be trained to multitask in some ways like restocking or mobile phlebotomy during low traffic. This makes certain that each of the obtainable resources is exploited to the farthest potential.
Demand Forecasting: In this case, using information regarding the inflows of patients in particular times of the day or week, the hospital will be in a better position to plan and have adequate reinforcement to meet such a surge in traffic. This will make sure that the service is not congested nor too vacant for business (Nicholson et al. 2021).
Scalability: Mobile phlebotomy, the introduction or lengthened opening hours, may assist with the demand and give a better range of choices for the immobile.
Capacity management has to do with ensuring that available capacity is well utilized and in this way there would be reduced waiting time, higher service targets achieved, and a more satisfying level of service to patients.
Performance Metrics
Key operational improvements of the phlebotomy service require performance measurement that captures its results. These metrics help to get ideas concerning such significant aspects as for example efficacy, patients’ satisfaction, and usage of resources (Singal et al. (2024). The following type of performance metrics which can specifically help to evaluate the overall effectiveness of any implemented type changes which are given below.
Average Waiting Time: This metric measures the length of time customers have to wait to be drawn blood by a phlebotomist. It means that if wait times are reduced, mainly by focusing on patient services as the primary function of the given body, then the service can be optimized for the patients’ benefit.
Patient Satisfaction: All the patients can be mainly asked for filling the overall forms of feedback or a particular survey at frequent intervals for understanding their level of satisfaction, along with different areas such as time taken for particular appointments, staff interaction, along with the type of particular service offered.
Stock Wastage: Supplementing the percentage of expired or wasted supplies is vital in evaluating the extensiveness of the use of JIT Inventories systems. Wastage is an aspect of resource management and therefore less wastage means better management.
Staff Utilization Rates: This metric measures how well phlebotomists are being assigned or used. More itemization during the high demand hour and less time gap during the low demands hour in terms of staffing may depict enhanced staffing efficiency (Cobbaert et al. (2021).
Appointment Adherence: It can help assess the level of congestion by measuring the adherence rates of patients arriving right on time.
Through tracking these, the hospital can determine the advancements, besides making informed decisions that will further develop the phlebotomy service delivery.
Risk and Contingencies
The optimization of the phlebotomy service delivery process is a process that has its own risks that have to be managed in order to get the best results. The following types of main risks and their contingencies are mainly identified which are given below.
- Resistance to Change: People could also show themselves against changes in practices for example, the use of appointment systems or centralisation of the stock (Herd & Musaad, (2021).
Contingency: Provide awareness through training, give adequate information about the benefits of the practices you want to implement as well as allowing staff to be involved in decision making processes.
- Technological Issues: Implementation of new systems, such as change in scheduling from manual registration to a computerized system or an include change in management of inventories might have technical difficulties.
Contingency: Test well before implementation, engage your vendor, and train the user for successful implementation.
- Increased Initial Costs: New variation, including the service that provides mobile phlebotomy, may be problematic on the budget in the beginning of implementation.
Contingency: It is possible to increase phases of improvements in order to spread their costs and their returns throughout the whole period.
- Service Disruptions During Transition: Overall redesigns may at times compromise personnel responsibility within patient outcomes.
Contingency: Introduce changes in low traffic volume periods and establish that duplicate systems are live for business as usual objectives (Parker, (2024).
These risks are managed effectively in advance, the relative service improvements are deployable with minimal impact and maximum value.
Recommendations
To improve the phlebotomy service's efficiency and patient satisfaction, the following recommendations are proposed which are given below.
Introduce an Appointment System: Adopt an open and a fixed schedule in a way that patients can schedule and make appointments while the doctors attend to those who turn up without appointments during specific time slots. This will decrease the time patients spend waiting and prove the efficient movement of the patients.
Mobile Phlebotomy Service: Mobile service points for example for acquiring samples from immobile persons, for instance Intensive care unit patients, which ultimately optimizes access to service delivery.
Optimize Staff Scheduling: Schedule staff distribution based on patient’s traffic flow; hire more phlebotomists during the busiest time and ensure less they are during low traffic.
Centralized Inventory Management: Organize supplies through a Just-In-Time or JIT concept in order to avoid expensed and expiring stock (McCall, (2023).
Enhance Waiting Area Comfort: Establish additional sitting space put in an improved waiting area to improve client comfort.
Continuous Monitoring and Feedback: Set goals and objectives measurable in terms of downline utilization and customer satisfaction scores to enhance by feedback.
Gantt chart
Figure 5: Time Horizon
(Source: Self-created in Project Libre)
Figure 6: Gantt chart
(Source: Self-created in Project Libre)
Conclusion
The phlebotomy service has a strategic function in the diagnostic and therapeutic activity of a hospital, impacting directly on patient care delivery, patient satisfaction and organizational performance . The outlined issues such as; long waiting list, wastage and lack of access to immobile patients, call for urgent changes. It is important to solve these problems to meet the existing tendencies in the sphere of healthcare services. The following areas have presented potential improvements and accompanied with suggested operations management techniques such as process mapping, root cause analysis and Lean. The suggestions made here, including appointment system, mobile phlebotomy units, optimum staffing patterns for teams, and central stores that are designed to address specific issues for refining practicality and boost the quality of experiences for the patient and employees. These actions are supported by risk management approaches targeting the efficient implementation of the proposed solutions.
They pointed out that utilising performance metrics will facilitate ongoing assessment of the service to ascertain that enhanced service delivery will be sustained and become responsive to changes in clients’ requirement. More comfortable waiting zones, unstable staff and equipment distribution, and Just-In-Time stocks help build a comprehensive change to the service. The solutions are not only going to enhance the current performance but will also contain provisions for the future contingencies that may be facing the service such as, greater number of patients demanding the service coupled with mounting governmental’s regulatory pressures. Adopting these suggestions will enable the hospital to bring the phlebotomy service closer to patients and guarantee higher patient satisfaction and better resource utilization concurrent to enhancing the scale and quality of care offered. The above mentioned plan is realistic and effective approach which would help to achieve these goals and in turn meet the mission of the hospital and its operation.
Reference List
Journals
Ahmed, H. J., Adeen, K. S., Al Hossin, A., Hussein, M. A., & Farah, M. A. (2023). Improving access and quality of maternal and newborn care through the newly established Ayaan Specialist Hospital in Bosaso City, Puntland State of Somalia. Somali Health Action Journal, 3(1). Retrieved From: https://journals.ub.umu.se/index.php/shaj/article/download/329/279 [Retrieving On: 07.11.24]
Aiken, A. R., Lohr, P. A., Lord, J., Ghosh, N., & Starling, J. (2021). Effectiveness, safety and acceptability of no‐test medical abortion (termination of pregnancy) provided via telemedicine: a national cohort study. BJOG: An International Journal of Obstetrics & Gynaecology, 128(9), 1464-1474. Retrieved From: https://obgyn.onlinelibrary.wiley.com/doi/pdf/10.1111/1471-0528.16668 [Retrieving On: 07.11.24]
Alawode, D. O., Heslegrave, A. J., Ashton, N. J., Karikari, T. K., Simrén, J., Montoliu‐Gaya, L., ... & Zetterberg, H. (2021). Transitioning from cerebrospinal fluid to blood tests to facilitate diagnosis and disease monitoring in Alzheimer's disease. Journal of internal medicine, 290(3), 583-601. Retrieved From: https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/joim.13332 [Retrieving On: 07.11.24]
Alom, S., Chiu, C. M., Jha, A., Lai, S. H. D., Yau, T. H. L., & Harky, A. (2021). The effects of COVID-19 on cancer care provision: a systematic review. Cancer Control, 28, 1073274821997425. Retrieved From: https://journals.sagepub.com/doi/pdf/10.1177/1073274821997425 [Retrieving On: 07.11.24]
Bartholomew, T. S., Plesons, M., Serota, D. P., Alonso, E., Metsch, L. R., Feaster, D. J., ... & Tookes, H. E. (2024). Project CHARIOT: study protocol for a hybrid type 1 effectiveness-implementation study of comprehensive tele-harm reduction for engagement of people who inject drugs in HIV prevention services. Addiction Science & Clinical Practice, 19(1), 21. Retrieved From: https://link.springer.com/content/pdf/10.1186/s13722-024-00447-9.pdf [Retrieving On: 07.11.24]
Bodley, T., Chan, M., Levi, O., Clarfield, L., Yip, D., Smith, O., ... & Hicks, L. K. (2021). Patient harm associated with serial phlebotomy and blood waste in the intensive care unit: a retrospective cohort study. PLoS One, 16(1), e0243782. Retrieved From: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0243782&type=printable [Retrieving On: 07.11.24]
Chen, C. H., Tsai, Y. T., Chou, C. A., Weng, S. J., Lee, W. C., Hsiao, L. W., ... & Ko, C. P. (2022). Evaluating different strategies on the blood collection counter settings to improve patient waiting time in outpatient units. INQUIRY: The Journal of Health Care Organization, Provision, and Financing, 59, 00469580221095797. Retrieved From: https://journals.sagepub.com/doi/pdf/10.1177/23333936231192000 [Retrieving On: 07.11.24]
Cobbaert, C., Albersen, A., Zwiers, I., Schippers, P., & Gillis, J. (2021). Designing a diagnostic total testing process as a base for supporting diagnostic stewardship. Clinical Chemistry and Laboratory Medicine (CCLM), 59(3), 473-489. Retrieved From: https://www.degruyter.com/document/doi/10.1515/cclm-2020-1251/pdf [Retrieving On: 07.11.24]
Hawthorne, A. B., Glatter, J., Blackwell, J., Ainley, R., Arnott, I., Barrett, K. J., ... & Younge, L. (2022). Inflammatory bowel disease patient‐reported quality assessment should drive service improvement: a national survey of UK IBD units and patients. Alimentary pharmacology & therapeutics, 56(4), 625-645. Retrieved From: https://onlinelibrary.wiley.com/doi/pdf/10.1111/apt.17042 [Retrieving On: 07.11.24]
Herd, G. C., & Musaad, S. M. (2021). Point-of-care testing in rural and remote settings to improve access and improve outcomes: a snapshot of the New Zealand experience. Archives of Pathology & Laboratory Medicine, 145(3), 327-335. Retrieved From: https://meridian.allenpress.com/aplm/article-pdf/145/3/327/2782531/i1543-2165-145-3-327.pdf [Retrieving On: 07.11.24]
Holloway, K. (2023). Emotional Labor of Nurses and Phlebotomists in a New Source Plasma Collection Site During the COVID-19 Pandemic. Global Qualitative Nursing Research, 10, 23333936231192000. Retrieved From: https://journals.sagepub.com/doi/pdf/10.1177/23333936231192000 [Retrieving On: 07.11.24]
Lee, C. S. J., Mateu-Gelabert, P., Melendez, Y. A., Fong, C., Kapadia, S. N., Smith, M., ... & Eckhardt, B. (2024). Reduced injection risk behavior with co-located hepatitis C treatment at a syringe service program: The accessible care model. Plos one, 19(8), e0308102. Retrieved From: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0308102&type=printable [Retrieving On: 07.11.24]
Malahleha, M. A. (2024). Enhancing the effectiveness of data management to improve data quality for evidence-based decision-making: A case study of Pelonomi Tertiary Hospital (Doctoral dissertation, Doctoral dissertation, Stellenbosch University). Retrieved From: https://scholar.sun.ac.za/server/api/core/bitstreams/a521cd1d-7f44-4534-9741-5ba8669662c3/content [Retrieving On: 07.11.24]
McCall, R. E. (2023). Phlebotomy Essentials with Navigate Premier Access. Jones & Bartlett Learning. Retrieved From: http://downloads.lww.com/wolterskluwer_vitalstream_com/sample-content/9781451194524_mccall/samples/conversion_guide_mccall_5e_to_mccall_6e.pdf [Retrieving On: 07.11.24]
Mussa, B., Pinelli, F., Cortés Rey, N., Caguioa, J., Van Loon, F. H. J., Munoz Mozas, G., ... & Lepelletier, D. (2021). Qualitative interviews and supporting evidence to identify the positive impacts of multidisciplinary vascular access teams. Hospital Practice, 49(3), 141-150. Retrieved From: https://www.researchgate.net/profile/Baudolino-Mussa/publication/350489069_Qualitative_interviews_and_supporting_evidence_to_identify_the_positive_impacts_of_multidisciplinary_vascular_access_teams/links/60dec81092851ca9449f0e70/Qualitative-interviews-and-supporting-evidence-to-identify-the-positive-impacts-of-multidisciplinary-vascular-access-teams.pdf [Retrieving On: 07.11.24]
Nicholson, B. D., Aveyard, P., Koshiaris, C., Perera, R., Hamilton, W., Oke, J., & Hobbs, F. R. (2021). Combining simple blood tests to identify primary care patients with unexpected weight loss for cancer investigation: Clinical risk score development, internal validation, and net benefit analysis. PLoS medicine, 18(8), e1003728. Retrieved From: https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1003728&type=printable [Retrieving On: 07.11.24]
Parker, K. M. (2024). Enhancing the Outpatient Staff Experience at UPMC Department of Medicine (Doctoral dissertation, University of Pittsburgh). Retrieved From: http://d-scholarship.pitt.edu/46376/1/Parker%2C%20K.%20MHA%20Essay%202024.pdf [Retrieving On: 07.11.24]
Popivanov, P., Bampoe, S., Tan, T., & Rafferty, P. (2022). Development, implementation and evaluation of high-quality virtual preoperative anaesthetic assessment during COVID-19 and beyond: a quality improvement report. BMJ Open Quality, 11(4), e001959. Retrieved From: https://bmjopenquality.bmj.com/content/bmjqir/11/4/e001959.full.pdf [Retrieving On: 07.11.24]
Rafiq, M., Renzi, C., White, B., Zakkak, N., Nicholson, B., Lyratzopoulos, G., & Barclay, M. (2024). Predictive value of abnormal blood tests for detecting cancer in primary care patients with nonspecific abdominal symptoms: A population-based cohort study of 477,870 patients in England. PLoS Medicine, 21(7), e1004426. Retrieved From: https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1004426&type=printable [Retrieving On: 07.11.24]
Singal, A. G., Kurtzman, K. N., & Thompson, M. J. (2024). Leveraging multi-cancer blood tests to improve diagnostic efficiency for patients with nonspecific signs and symptoms. Future Oncology, 1-5. Retrieved From: https://www.tandfonline.com/doi/pdf/10.1080/14796694.2024.2388505 [Retrieving On: 07.11.24]
Wu, C., O'Keeffe, C., Sanford, J., Hagel, J., Childs, S., Evers, G., ... & Cornia, P. B. (2022). Simple signature/countersignature shared-accountability quality improvement initiative to improve reliability of blood sample collection: an essential clinical task. BMJ Open Quality, 11(3), e001765. Retrieved From: https://bmjopenquality.bmj.com/content/bmjqir/11/3/e001765.full.pdf [Retrieving On: 07.11.24]