Executive summary
AMH Healthcare is required to improve its operational excellence.So, The organization can achieve this by reducing the key issues it faces. The organization uses predictive analytics to provide the best talent solutions and overcome issues. So,The use of the predictive analytics will help the Organization understand the future trends of the market and the fluctuation in its demand of the services that the organization provides. It will help organizations to overcome the issues that provide solution to ensure the best recruitment services to the Healthcare industry.
The use of data analytics by AMH healthcare is to help to understand the data by visualizing the same. The visualization of the data is in the form of charts, graphs, tables that would help to understand data insights to make the leaders of AMH with effective decisions(AVH Healthcare , 2020).. So,The organization and the market generate different types of data, which is used for data analytics. It is generating predictive models that help to have a nice and the current and historical data and to provide the insights what will happen in the future. So,
I will ensure better reliability for me in the data analytics field, and I will adhere to the terms of the insured data to achieve the desired outcome. So,The organization makes rational decisions that are more effective than intuition decisions made by business leaders. It will helps AMH Healthcare To predict the demand forecasting the future, it will help the organization to understand the brand awareness to be increased by the introduction of the new services that organization provides.
1. Identifying the most important fact surrounding the case
AMH Healthcare Provide human resource services in the form of talent solutions that helps to streamline the requirements of the entire Healthcare system in the US. The company’s regarded as a leader and innovator in terms of providing solutions related to talent acquisition and training. So, The motto of the organization is to help the Healthcare organization to was focusing on the core activities of providing Healthcare services and ensuring that the supplement services can be handled by the organization. It helps to help these help Care Organization ensure that they can provide the world-class quality of services in terms of patient care.
The organization also ensures cost effective and it also helps to provide enterprise view of the needs of the talents and understand the emerging trends. there are various services that organization provides that includes the Rapid response losses trafficking And Labor distribution services, travel no stopping, local staffing and recruitment process outsourcing. So,Other services include language interpretation services the vendor Management Services the workforce Optimization services and the food Management Services. The mission includes delivering the right talent at the right time and towards providing the insights and workforce optimization.
2. Identification of key issues
2.1. Inability to match quickly and healthcare professionals with suitable placements that would negatively affect the service demand.
AMH Healthcare is to maintain the quality of a service by providing to the clients supply then Health Care professional in a quick and efficient basis. The organization is required to accept and supply manpower for the licensing of Healthcare professionals. So,It is with the inability with ensuring the supply of the manpower that affect the the business of the organization. Health Care professionals had to be ensured as available in quality by the organization. So,The health care professional makes sure this entry is proper and requests suitable placements by providing adequate training and competent team members. The organization is responsible for monitoring the professional’s experiences and credentials to ensure effectiveness.
2.2. Inability towards maintaining a positive brand awareness and identity that effects operations
Organization invest a substantial amount in order to aqua develop and maintain the brand image of the company. So, The success of the organization does depend on the ability who was maintaining positive brand awareness across the business line and towards building and consulate brand awareness to enhance the image of the new services that AMH Healthcare provides. The organization must commit to marketing and execute its marketing strategies to improve its brands.So,
This is very much required that affect the value of the brand and adversely affects the operations of the organization. The fair market value is an intangible asset that is associated with the trade names of the organization that may suffer its reputation if the investment on the brand image is not done in an effective manner. So,It will have a negative effect on the short and long-term financial results. it is true the poor performance reputation of the negative conduct of the competitors may have a spillover effect and the industry and also the organization.
2.3. Increase in operations risks with the development services and clients and enter new line of business
AMH health strategy is towards extending the services of the new Health Care settings and the clients and to enhance the line of business. It is required for the organization to develop new services and capabilities and to enhance their practice in areas and the line of business in getting the business into Windows official locations and operations. So, The organization must ensure that its growth efforts align with market demands and that management and team members have a clear understanding. The expansion required to take into consideration the finances administrative and the Complaints and the operating system.
The organization must increase its recruitment efforts and compliance efforts in response to increasing Regulation. It is a risky affair to develop the business into new markets understanding the consumer requirements. So,The period of the organization in terms of identifying, hiring and training and retaining the talented employees and also sharing the values has a negative effect on the business and its financial aspect. The tumor would depend on the future and the current aspects of the market that results to the operation and result for short and long-term profitability of the business.
4. Analytical data that helps towards identifying the issues
Different types of data are analyzed by AMH Healthcare to generate various possible solutions for the organization’s issues. The Data Analytics can help the organization make future decisions and meet future goals by providing relevant information. So,The organization can use statistical and quantitative analysis to explain and ensure predictive models after producing the data. We must provide fact-based direction for management to drive details and actions. the raw data that is generated is to be processed by the use of the multitude statistical methods that helps to organization level to understand new styles of Management and to put in place and to overcome the issues based on taking rational decision (Bogdan & Borza, 2019) . So,
The Use of Data Analytics in the forms of tables, charts, graphs that helps to answer the different question that what happen what is probably to happen and what should we do about it. It helps the organization to ensure the decision making perspective on the ground state of strong analysis for both the strategic decisions and operational decisions
Decision Making Process
Fig: Total returns for AMH healthcare in stock exchange
The use of the Data Analytics for AMH healthcare apart from ensuring to packing of the decisions that are made by organization it also helps the organization to acquire the both the internal and external resources and towards identify the different patterns in the market. So,Analytics also helps the organizations to create value in several Enterprises and towards attempting and generating the assistance in two way decision making process. It has to provide competence and to find out the various implications for the development into strategies and effectiveness. So, The organization enhances the effectiveness of the analytical tool to assess data and develop decision-making models. It also helps to ensure and solve the compliance for the business and understand the different market trends.
Fig: Financial statement for the current year
Performance And Making
The organization implements different types of analytical tools that are available in the market. So, This helps AMH healthcare towards improving the organizational performance and making a better decisions that leads to overcome the various issues and to ensure success(Shabbir & Gardezi, 2020). The organization generates huge volumes of data that, in turn, create valuable insights for the business through Data Analytics. So,The organization must ensure the effective implementation of Big Data Analytics, an essential part of big data, to develop insights from the data. The use of analytics helps towards providing better visualization of data in the form of charts, graphs, tables, spreadsheets that helps towards displaying the data and provide better validity of its analysis as it is accurately and correctly used.
Fig: Total healthcare staffing Market (AMH Healthcare , 2020)
One of the company’s activities that is very beneficial for AMH healthcare by incorporating big analytics is to ensure demand forecasting. The organization with a technological foundation and technological industries requires being done.
Analysis And Regression
The organization must effectively apply and improve competitive decision making and understand the buying prices to ensure success. This helps AMH healthcare to make activity forecast for the future sales of the service they provide(Sedan & Mafakheri, 2020). So,
It is by the use of statistical analytical technique that will help the organization and ensure demand forecast at that into the time series analysis and regression analysis. big data and it is will help to provide precise predictions of the better reflect of the needs of the customers and facilitate the performance of the supply chain and to improve the supply chain at reducing the reaction time and supporting the supply chain risk assessment.
Fig: Comparison with other competitors (AMH Healthcare , 2020)
5. Specifying the alternative course of action
The use of Big Data Analytics help towards organizing the data that is generated in AMH Healthcare and the data that is generated within the industry that helps towards analyzing and discovering the knowledge to overcome the issue faced by the organization(Sun & Huo, 2019). We access condition making by understanding the patterns and intelligence from big data visualization and reporting, which reveals the discovered knowledge in big data analytics. So,We integrate various technologies and techniques to disclose hidden value from large datasets by using different forms of integration. So,AMH Healthcare faces problems and issues that need to be solved.. Data can undergo various forces of action.
5.2. Diagnostic analytics
The use of Diagnostic understands the reason for happening of a particular event. So, It takes into consideration why a certain event happened and understands the root cause of the problems of the issues. Diagnostic analysis helps to was determined the reason for the event to happen and that type of events that need to be made by the organization understanding the behavior and the effects of such events.
5.3. Predictive Analytics
Predictive analytics helps to understand organizations what will be happening in the future. It takes into consideration what will happen in the future and uses the past data in order to predict the future (Riahi & Riahi, 2018). So,Predictive analytics is all about forecasting. It is through predictive analytics that uses the technique of Artificial Intelligence and data mining towards analyzing the current it and me that is likely to happen.
5.4. Prescriptive Analytics
Prospective analysis would help AMH healthcare understand what should be done. So,We need to make the right actions that the analytics would support in order to take effective steps. It takes into consideration the historical data and also that of predictive analytics that would help towards understanding what happened what was likely happen, it is true prescriptive analytics that help to was using the parameters to was finding the best options.
6. Recommending the best course of action
The best possible alternative is towards implementation of the predictive analytics within AMH healthcare. So, It is to predictive analytics that will analyze the current and the historical data and towards providing insights that will happen and why it will happen in the future with can be reliable for the organization. it helps to understand the issues that organizations are facing and predicts the perspective of the changing in the preferences of the customer’s, understanding the demand forecast, That will help you understand the rest and ensure brand awareness for introduce new services in the market(Attar an & Attar an, 2018) .
It is by the use of predictive analytics that help towards predicting not one particular future but rather multiple futures based on the decision making actions. Predictive analytics helps towards understanding the needs of the customers, potentiality of the market and the suppliers and the partners and to identify the potential risks and opportunities that a AMH Healthcare will likely to encounter.So,
AMH healthcare Implementation of predictive Analytics would help to deal with the different types of data that is generated within the ecosystem of the organization and extract information from the data. So, The analytical outcomes help to was predicting the trends and the behavior patterns of the customers and the market(Wang, 2021). Through predictive analytics, we determine the future results of events and the conditions that need to be considered.
Integrating The Patterns
Predictive analytics is useful to automatically understand multiple variables and the market basket analysis the regression Modeling and decision analytics and the user operation and it is very important. it takes into consideration various approaches integrating the patterns and understanding the predicting water through automated reasoning tools by identify the future events and its measures. So,
The use of predictive analytics helps to detect various forecasting modeling that include demand forecasting or model to understand the change in the preference of the customers would help AMH healthcare. So,It is to the forecasting model that aqua the relationship understanding the different factors and evaluating the risks and opportunities that encounter start annotation listing the various conditions. This helps the organization to make patients and associated with the various conditions and entering transactions(Poornima & Pushpalatha, 2018). So,Different types of predictive analysis can be implemented by AMH Healthcare. Considering the data profiling and transformation, sequence pattern analysis, tracking of time series.
It is through sequential pattern analysis that helps to identify the sequence and the frequent act order transactions. It has to take into consideration the time series tracking defining the sequence and the value of different intervals. So,Taking these into different perspective it considers taking the right decision. To reduce operational risks in terms of introducing new line of service. So,Or understanding the change in demand in the market. Or implementing better marketing strategies to maintain the brand image of the organization.
7. Conclusion
AMH Healthcare faces different types of issues in its operations. So,These issues include the ability to match quickly. And healthcare professionals with suitable placements that would negatively affect the service demand. So,The issues also includes Inability towards maintaining a positive brand awareness. And identity that effects operations. So,And the Increase in operations risks with the development services and clients and enter new line of business. The solutions of these types of issue are required to be tackled by the use of data analytics.
AMH Healthcare to use Data Analytics that will help you organizes and generates better insights discovering the knowledge. So, It helps to ensure that a knowledge is generated. Into consideration the various aspects and analyzing the discovery of the knowledge. So,It understand the patterns and the intelligence of the big data visualization. And reporting at take into consideration the various charts the tables and the graphs to make better decisions. So,This helps to overcome the effectiveness of various decisions making. And overcome and reduce the issues and challenges faced by AMH Healthcare.
Different types of actions were considered in data analytics. These included considering descriptive analytics, prescriptive analytics, predictive analysis and the use of diagnostic analytics. So,From these types of analytics predictive analytics. Is best that would help to provide the best solution and to overcome the problems. So,It is through predictive analytics. That would help AMH healthcare towards understanding the future trends. So,In terms of future demand forecasting, understanding the customer requirements. And understanding the way to enhance their branding. To generate competitive advantage and to maintain the sustainability of the organization in the long run.
References
AMH Healthcare . (2020). So,Investor Presentation . AMH Healthcare .
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AVH Healthcare . (2020). So,Annual Report . AVH Healthcare .
Bogdan, M., & Borza, A. (2019). So,Big Data Analytics and Organizational Performance: A Meta-Analysis Study . Management and Economic Reviuew , pp: 147-162.
Poornima, S., & Pushpalatha, M. (2018). So,A survey of predictive analytics using big data with data mining . Int. J. Bioinformatics Research and Applications, , pp: 269-282.
Riahi, Y., & Riahi, S. (2018). So,Big Data and Big Data Analytics: Concepts, Types and Technologies. International Journal of Research and Engineering , pp: 524-528.
Seyedan, M., & Mafakheri, F. (2020). So,Predictive big data analytics for supply chain demand forecasting: methods, applications and research opportunities. J Big Data , pp: 1-22.
Shabbir, M. Q., & Gardezi, S. B. (2020). So,Application of big data analytics and organizational performance: the mediating role of knowledge management practices. J Big Data , pp: 1-17.So,
Sun, Z., & Huo, Y. So,(2019). The Spectrum of Big Data Analytics. Journal of Computer Information Systems , pp: 1-16.So,
Wang, H. (2021). So,Performance Predictive Analytics for Operations Management of Shared Services. Journal of International Business and Management , pp: 1-13.So,
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