Operations and Supply Chain Get research paper samples and course-specific study resources under homework for you course hero writing service – Manage ment
SCM-540
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SCM Group Report
Challenges faced by Healthcare sector based on Supply Chain Get research paper samples and course-specific study resources under homework for you course hero writing service – Manage ment and Big Data.
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Abstract:
The main motivation behind doing this project is to address supply chain issues at an organization and find out more about how supply chain management can help in attaining efficiency at a company by having lean strategies or others. Reducing social insurance costs and medical charges in general has turned into a major goal for some hospitals and clinics, particularly as most of the medicines are created by huge corporations that charge high patent fees and high prices for their medicines. Numerous associations have looked to the supply chain management bit of the organization for expenditure cuts The supply chain refers to by and large the assets expected to distribute merchandise or services to a purchaser. In medicinal services, dealing with the supply chain network is an exceptionally unpredictable and segmented process. (revcycleintelligence, 2016: 2024 – Do my homework – Help write my assignment online)
For this specific project we will be looking at the supply chain challenges faced by one of the top Hospitals in Abu Dhabi, United Arab Emirates. The hospital in question is planned to be kept anonymous, to preserve the integrity of research and will be given a temporary name – XYZ. United Arab Emirates is one those countries with superior development in medical technology, medical tourism and therefore the need to make supply chain management as productive as ever in this side of the world is there.
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Introduction:
In this group project, our team will try to assimilate the main problem statement given below, our group consists of four members among who the work was divided equally. The main problem statement of this project is “whether the XYZ hospital’s supply chain use specific tools and techniques which might also help dealing with Big Data at the organization”. It is important to study this topic because in the past few years the process of dealing with Big Data has been the trend. Big data alludes to amazingly extensive informational indexes that can be dissected to uncover patterns. Consistently, we make so much information, that right around ninety percent of information on the globe today has been made over the most recent two years alone. As various organizations have different amounts of how much information they can deal with, according to their database supervision capabilities, there is no set level where information turns out to be ‘enormous’. This implies Big Data and its analysis have a tendency to go as one single entity, because without having the capacity to make an analysis on the information it winds up plainly futile. (SAS, 2016: 2024 – Do my homework – Help write my assignment online) Big Data is something that is assumed in the medicinal services industry because hospitals generate enormous amounts of information from detailed patient data, insurance data, accounts, medical prescriptions and pharmacy billing. That is the reason Big Data analysis is an innovation that is so vital to the health industry. By treating Big Data rapidly, human services suppliers can give lifesaving judgments or treatment alternatives very quickly.
Literature Review:
The main background of the topic is how the supply chains at the healthcare industry face challenges while dealing with Big Data. A few of the challenges with supply chains are cost savings target, integration, a unified software among companies, shortages in medicines, reduce patient-treatment messes. Here, two of these challenges shall be explained in detail. Motivators to assemble more responsible caring facilities have given hospital frameworks justifiable reason to assess their aggregate cost structure. (Sutton, 2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay) Reduction of these costs tend to be kind of problematic because it is not very easy to track intricate cost drivers that might help to determine activity based costing methods. The second challenge to hospital supply chains are integration between accounts, information technology, doctors and patients. In any case, integration over the supply network is additionally essential for practical and effective procedures. Through unified channels and other similar methods can reduce costs while building consistency among hospitals.
The major challenges of dealing with big data in any organization is that there might an issue with the quality of data that is attained, because there is too much data that flows in without proper quality checks at specific points it’s very hard to go back review such information if an issue arises. Second challenge can be considered as the few skilled workers when it comes to the analysis of big data, there is supposedly a talent gap. Third challenge is an issue with how companies deal with data compliance policies, there is a proper breach in people’s privacy if it comes to improper handling of such data. Fourth challenge is the variations, no single model can be used to collect and analyze data across the globe therefore it is hard for comparability and quality checks. (Shah, 2015 – Research Paper Writing Help Service) Fifth and the utmost important of challenges when it comes to dealing with big data is the need for innovation in enterprise applications and enterprise systems. In this era of the cloud where the world is always connected enterprise software’s must change accordingly at a rapid pace. If all of these challenges are dealt with in a proper manner, Big Data poses to have such great potential to help with the advancement of the healthcare industry.
One of the research articles found through the ProQuest database is “Leveraging The Big-Data Revolution: CMS Is Expanding Capabilities to Spur Health System Transformation” which was written by Niall Brennan and team for the journal “Health Affairs”. This research mainly talks about the challenges faced by Medicaid and Medicare services of the U.S.A when it came to dealing with Big Data. As the biggest single payer for human services in the United States, the Medicare and Medicaid Services (CMS) produces colossal measures of information. Truly, (CMS) has confronted technological difficulties in storing, dissecting, and dispersing this data due to its volume and security or privacy worries. Be that as it may, fast advancements in the fields of information re-engineering, data stockpiling, and data investigation in the recent years has given (CMS) the talents to utilize information in new and imaginative ways. CMS utilizes different procedures and apparatuses when managing Big Data, for example, “Blue Button” which is a program over various social insurance payers that enables patients to effortlessly get to their own particular health data online. CMS propelled the Blue Button program in 2010 – Essay Writing Service: Write My Essay by Top-Notch Writer and shares information with beneficiaries if they are willing to dish out some money. This monetization helps both the organization and the development in the field of Big Data. (Brennan, Oelschlaeger, Cox, & Tavenner, 2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay)
Another research report talks about healthcare technology that affects the efficiency of the hospital supply chain that is distantly connected to the United Arab Emirates market. The report expresses that the worldwide Healthcare Automation Market was esteemed at a high sum in 2016: 2024 – Do my homework – Help write my assignment online, and it keeps quickly expanding. Automation has gotten a scope of advantages over every single other industrial manifesto. The health services activity has been consistently welcoming automation in a few zones, for example, research labs, drug stores, and home-care including others. The increase of medicinal services automation procedures and frameworks is believed to stay constant in the coming years as these answers outlined with quicker tech tends to make operations altogether effective. The prevalent nature of these systems has likewise gathered remarkable support from governments over the globe, consequently reinforcing market development. A reasonable example of striking advantages rendered by utilization of healthcare automation are the absence of blunders in inventory maintenance and medication administration in pharmacies. The innovative solutions offered by health-care automation additionally extends to handling material, shipping, and illness management. The developing interest for wearable tech has been noted as a rising pattern in the worldwide market. Smartwatches, a vital part of wearable tech, has enabled both patients and doctors to monitor changes in wellbeing, intervene at a suitable time, and guarantee a superior way of life. The health-care automation is a worldwide procedure and has been portioned geologically with one of the greatest segments being the United Arab Emirates. This shows how a requirement for productivity that emerged from supply chains Big Data, helps in the improvement of various types of technological revolution which gives the world a superior lifestyle. (PR newswire, 2017)
Research Approach and Methodology:
Due to the limited resources of research time and minute research team, we had to conduct a qualitative data collection according to the challenges of big data (Business Analytics) in healthcare supply chains. We deemed it necessary to obtain the use of a manual survey and by extensive time allocation towards this process; the team therefore, may very well indeed suffice in having effective results. Moreover, we ensured that the details pertaining the study questions were answered according to different operational nodes, big data management tools, and challenges across each segment. In order for us to have each such accurate responses during two days for survey, we made it somehow close and personal with the IT director who was indeed able to pinpoint any variables and rudiments that we overlooked initially. The questionnaire conducted was purposely generated and designed in such a way to be easily understood and filled in with the necessary details/data we required to avoid any additional data load we didn’t find to be appropriate. The importance of such questions were to reach a point of being able to understand which system implementation was conducted to handle such vast data according to the hospital supply chain. Any subject taking part of the questionnaire was based upon the criteria given initially relating towards the health care supply chain, which was our focal point. Our research method made an inordinate use of convenience data sampling, which goes back to the initial statement of the limited resources of time due to the ease of availability of our subjects, however, that does not necessarily mean that a minor sample size will be representing the whole population. (Business Dictionary, 2017) Another important element to discuss is the consideration of the ethical values and moral principles used upon retrieving data from our subject. Most of which include, provision of an informed consent, allowing subjects to volunteer rather to pressure them to take part of questionnaire, and last but not least ensuring that the data collected such as which system for each operational node was confidentially protected. Our methodology concluded that the questions presented were of great importance towards the workplace as it points towards the correct path of avoiding the challenges in the future rather than facing them all over again.
Company Analysis
Student’s Name
Institutional Affiliation
Company Analysis
Results/Discussion
Based on the research findings, the management of big data in healthcare supply chains in the UAE. Big data describes the aspects of the huge amount of information used on the internet to deal with the potential challenges for the organization. The big data analytics (BDA) was used in shaping the holistic model to manage, process, and analyze the 5V data-related dimensions (Raghupathi, & Raghupathi, 2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). Such model helps in creating actionable insights and strategies to deliver quality performance.
In the management of big data, the health care organization faces the various challenges including the organizational, technological, and the HR challenges. The organizational challenges include the demand to understand all the data and information that should be captured well. It is because the collection of the data and information is critical in shaping the big data programs to improve the supply chains (Wang, Gunasekaran, Ngai, & Papadopoulos, 2016: 2024 – Do my homework – Help write my assignment online). Another organizational concern is the need to understand whether the infrastructure were electronic or manual systems. The technological issues facing the health care facilities include the need to procure the rights tools to perform jobs well.
To improve the health care supply chains, it is critical for the facilities to purchase the right tools and equipment. The obtaining of the interface points to improve data flows in the health care facilities is a huge concern (Chen, & Zhang, 2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). Security issues should be considered in understanding data, which must be secured from the malicious intentions and focus. Offering the right access to proper roles and responsibility is a significant challenge. Improving roles and functions for the technological teams is important.
HR challenges facing the supply chain process including concerns on promoting quality of data through the garbage-in and garbage-out programs. Expanding the quality of product information and data is a huge issue in improving the performance of the organizations. Process changes and adjustments is a critical concern in improving data analysis. The inability of the process changes limits the success of data analysis. It is because the resistance from staffs to adjust process is a huge issue. The process changes will improve the supply chain processes through the big data technologies.
In the UAE, the challenges associated with the management of big data in operational functions of health care supply chains were associated with procurement, operations, strategic, and customer service department. Other issues include overloading of data, loss of history, duplication of record cleaning, security issues of protecting data, and the demand to improve transparency (Chen & Zhang, 2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). Such challenges would assist in improving the implications of process mapping and improving data standardization.
Fig 1:
SIPOC Model.
Study Model: SIPOC
Some of the improvements made to the supply chain process of the health care facilities to improve big data include data migration. The management should implement comprehensive data migration process. It would help in reducing the potential disruptions of the IT systems within the organization. The standardization of the metrics within the organization has critical in shaping the time frame within the systems. The creation of specific corrective actions for patient case affected by the specific medical conditions is critical. The motivation of these big data is to improve supply chain processes. The tracking of cost drivers is useful in determining the activity based costing techniques and tools.
Dealing with these supply chain challenges is critical in improving the supply networks and building consistency amongst the hospitals. The scale of data supply chains is useful in shaping the intelligence in resolving health care problems (Schoenherr, & Speier‐Pero, 2015 – Research Paper Writing Help Service). When the scale of the big data is limited, it is usually difficult to expand the intelligence process that improves healthcare supply chains. The collaboration of the diverse stakeholders is useful in shaping in supply chain efficiency and accelerating supply chain processes. The expansion and supply chain techniques to expand supply networks and financial outcomes.
The inability to access integrated IT models with diverse applications limits the ability of the health care organization to improve health care services to the specific patients. The dealing of manual data is critical in shaping the work operations in the UAE’s health care organizations. Improving process mapping is important within the procurement department (Wang, et al., 2016: 2024 – Do my homework – Help write my assignment online). It helps to determine the requirements of the organization at the specific departments. The process mapping aspects are critical in improving the regular data updates.
Conclusion
In summary, it is clear that the implementation of the big data technologies faces various challenges in the healthcare supply chains. Some of the key challenges include the people challenges, technological, and operational challenges. HR challenges include the increased resistance to changes in implementing new innovative ways in the organization. The improvement of big data supplies chains to deal with integration, shortages of medicines, and reduction of patient-treatment problems among others. The implementation of the hospital supply chain relies on the innovation and technologies are critical. It is recommendable for the company to invest in advanced technologies aspects as well as the big data analytics. Such aspects would help in shaping and improving the supply chains of the health care facilities. It is critical for the implement the BDA model within the health care organization as it would promote competitive advantages. Big data is useful in shaping the nature and implications of supply chains within the health care organizations. The innovative solutions and techniques in health care automation are critical in shaping the shopping and the wearable technologies.
References
Chen, C. P., & Zhang, C. Y. (2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). Data-intensive applications, challenges, techniques and technologies: A survey on big data. Information Sciences, 275, 314-347.
Raghupathi, W., & Raghupathi, V. (2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). Big data analytics in healthcare: promise and potential. Health Information Science and Systems, 2(1), 3.
Schoenherr, T., & Speier‐Pero, C. (2015 – Research Paper Writing Help Service). Data science, predictive analytics, and big data in supply chain management: Current state and future potential. Journal of Business Logistics, 36(1), 120-132.
Wang, G., Gunasekaran, A., Ngai, E. W., & Papadopoulos, T. (2016: 2024 – Do my homework – Help write my assignment online). Big data analytics in logistics and supply chain management: Certain investigations for research and applications. International Journal of Production Economics, 176, 98-110.
Brennan, N., Oelschlaeger, A., Cox, C., & Tavenner, M. (2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). Leveraging The Big-Data Revolution: CMS Is Expanding Capabilities To Spur Health System Transformation. Health Affairs.
Business Dictionary. (2017, 01 01). Business Dictionary. Retrieved 05 26, 2017, from BD: https://essays.homeworkacetutors.com/write-my-essay/businessdictionary.com/definition/convenience-sampling.html
Leicester, U. o. (n.d.). Ethical Considerations and Approval for Research Involving Human Participants. Retrieved April 26, 2015 – Research Paper Writing Help Service, from University of Leicester Graduate School: http://www2.le.ac.uk/departments/gradschool/training/eresources/study-guides/research-ethics
PR newswire. (2017, May). Healthcare Automation Market to Reach US$58.98 Billion by 2025: Smarter Technologies up the Game for Automated Solutions in Healthcare Industry. PR newswire.
revcycleintelligence. (2016: 2024 – Do my homework – Help write my assignment online, Aug). News: Exploring the Role of Supply Chain Get research paper samples and course-specific study resources under homework for you course hero writing service – Manage ment in Healthcare Healthcare supply chain management is the regulation of the flow of medical goods and services from manufacturer to patient. (revcycleintelligence, Producer) Retrieved from revcycleintelligence: http://revcycleintelligence.com/news/exploring-the-role-of-supply-chain-management-in-healthcare
SAS. (2016: 2024 – Do my homework – Help write my assignment online). Big Data Analytics- What it is and why it matters. (www.sas.com, Producer) Retrieved from www.sas.com: https://www.sas.com/en_us/insights/analytics/big-data-analytics.html
Shah, S. (2015 – Research Paper Writing Help Service, Aug). 8 Challenges of Bigdata in Healthcare. Retrieved from suyati.com: https://suyati.com/8-challenges-of-bigdata-in-healthcare/
Sutton, K. (2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay, OCT). 5 challenges for the hospital supply chain. Retrieved from Healthcare Finance: https://essays.homeworkacetutors.com/write-my-essay/healthcarefinancenews.com/blog/5-challenges-hospital-supply-chain
