Survival Analysis and Business Impact and Risk Analysis Kit (Publication Date: 2024/03)

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Discover Insights, Make Informed Decisions, and Stay Ahead of the Curve:



  • What would the impact be on your organizations survival if the project failed to implement on schedule?


  • Key Features:


    • Comprehensive set of 1514 prioritized Survival Analysis requirements.
    • Extensive coverage of 150 Survival Analysis topic scopes.
    • In-depth analysis of 150 Survival Analysis step-by-step solutions, benefits, BHAGs.
    • Detailed examination of 150 Survival Analysis case studies and use cases.

    • Digital download upon purchase.
    • Enjoy lifetime document updates included with your purchase.
    • Benefit from a fully editable and customizable Excel format.
    • Trusted and utilized by over 10,000 organizations.

    • Covering: Service Continuity, Board Decision Making Processes, Corporate Governance Issues, Risk Taking, Cybersecurity Risk, Business Impact Analysis Team, Business Reputation, Exchange Rate Volatility, Business Operations Recovery, Impact Thresholds, Regulatory Non Compliance, Customer Churn, Poor Corporate Culture, Delayed Deliveries, Fraudulent Activities, Brand Reputation Damage, Labor Disputes, Workforce Continuity, Business Needs Assessment, Consumer Trends Shift, IT Systems, IT Disaster Recovery Plan, Liquidity Problems, Inflation Rate Increase, Business Impact and Risk Analysis, Insurance Claims, Intense Competition, Labor Shortage, Risk Controls Effectiveness, Risk Assessment, Equipment Failure, Market Saturation, Competitor employee analysis, Business Impact Rating, Security Threat Analysis, Employee Disengagement, Economic Downturn, Supply Chain Complexity, Alternative Locations, Mobile Recovery, Market Volatility, System Vulnerabilities, Legal Liabilities, Financial Loss, Supply Chain Interruption, Expected Cash Flows, Green Initiatives, Failure Mode Analysis, Outsourcing Risks, Marketing Campaign Failure, Business Impact Analysis, Business Impact Analysis Plan, Loss Of Integrity, Workplace Accident, Risk Reduction, Hazard Mitigation, Shared Value, Online Reputation Damage, Document Management, Intellectual Property Theft, Supply Shortage, Technical Analysis, Climate Adaptation Plans, Accounting Errors, Insurance Policy Exclusions, Business Impact Analysis Software, Data Breach, Competitor environmental impact, Logistics Issues, Supplier Risk, Credit Default, IT Risk Management, Privacy Breach, Performance Analysis, Competition Law Violations, Environmental Impact, Quality Control Failure, Out Of The Box, Talent Shortage, Interconnected Supply Chains, Enterprise Risk Management, Employee Misconduct, Information Technology Failure, Obsolete Technology, Equipment Maintenance Delays, Customer Knowledge Gap, Healthcare Costs, Employee Burnout, Health And Safety Violations, Risk Analysis, Product Recall, Asset Theft, Supply Chain Disruption, Product Liability, Regulatory Impact, Loss Of Availability, Customer Data Privacy, Political Instability, Explosion And Fire Hazards, Natural Disaster, Leveraging Machine, Critical Supplier Management, Disposal Of Hazardous Waste, Labor Law Compliance, Operational Dependencies, Training And Awareness, Resilience Planning, Employee Safety, Low Employee Morale, Unreliable Data Sources, Technology Obsolescence, Media Coverage, Third Party Vendor Risk, Faulty Products, IT System Interruption, Vulnerability analysis, Incorrect Pricing, Currency Exchange Fluctuations, Online Security Breach, Software Malfunction, Data generation, Customer Insights Analysis, Inaccurate Financial Reporting, Governance risk analysis, Infrastructure Damage, Employee Turnover, ISO 22301, Strategic Partnerships Failure, Customer Complaints, Service Outages, Operational Disruptions, Security Architecture, Survival Analysis, Offset Projects, Environmental Responsibility, Mitigating Strategies, Intellectual Property Disputes, Sustainability Impact, Customer Dissatisfaction, Public Health Crisis, Brexit Impact, Data Loss, Requirements analysis, Conflicts Of Interest, Product Counterfeiting, Product Contamination, Resource Allocation, Intellectual Property Infringement, Fines And Penalties, ISO 22361




    Survival Analysis Assessment Dataset - Utilization, Solutions, Advantages, BHAG (Big Hairy Audacious Goal):


    Survival Analysis

    Survival analysis measures the probability of an organization′s survival over time, taking into account various factors such as failure to implement a project on schedule.


    1. Implement a risk management plan: Reduces the likelihood of project failure, ensuring organization′s survival.
    2. Conduct regular progress evaluations: Allows for early identification and mitigation of potential risks, preserving survival.
    3. Utilize a contingency plan: Provides a backup strategy in case of project failure, safeguarding organization′s survival.
    4. Increase communication and collaboration: Facilitates timely resolution of issues and keeps project on track, ensuring survival.
    5. Allocate appropriate resources: Ensures project completion within schedule, mitigating risks and securing organization′s survival.

    CONTROL QUESTION: What would the impact be on the organizations survival if the project failed to implement on schedule?


    Big Hairy Audacious Goal (BHAG) for 10 years from now:

    The big hairy audacious goal for Survival Analysis 10 years from now is to become the leading and most reliable predictive analysis tool for businesses across all industries, with a 95% accuracy rate.

    If the project fails to implement on schedule, it would have a major impact on the organization′s survival. Survival Analysis is crucial in predicting and understanding trends, patterns, and risks in business data. Without this tool, businesses would struggle to make informed decisions and plan for the future. This could result in missed opportunities, financial losses, and ultimately, the downfall of the organization. Additionally, competitors who successfully implement Survival Analysis would have a competitive advantage, making it difficult for the organization to survive in the market. The failure to implement Survival Analysis on schedule would not only harm the organization′s reputation and credibility, but also its overall success and survival in the long run.

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    Survival Analysis Case Study/Use Case example - How to use:



    Client Situation:

    ABC Corporation is a large retail company with operations across the United States. The company has recently embarked on a major project to implement a new point-of-sale (POS) system in all of its stores. The new system promises to improve customer experience, increase efficiency, and provide real-time data for better decision making. The implementation of this project is critical to the company′s success as it will help them stay competitive in the ever-changing retail landscape. The project has a budget of $5 million and is expected to take 12 months to complete.

    Consulting Methodology:

    In order to assess the impact of project failure on the organization′s survival, we will use Survival Analysis which is a statistical method used to analyze the time to occurrence of an event or outcome of interest. In this case, we will be using Survival Analysis to estimate the probability of project completion within the scheduled time frame and determine the impact of project failure on the organization′s survival.

    Deliverables:

    1. Survival Curve: We will create a survival curve to estimate the probability of project completion within the scheduled time frame.

    2. Hazard Function: We will calculate the hazard function to identify the factors that may increase the risk of project failure and their impact on the organization′s survival.

    3. Prediction Model: Using the results from the survival analysis, we will develop a prediction model that can be used by the company to identify potential risks and take preventive measures to ensure the project stays on schedule.

    Implementation Challenges:

    There are several challenges that may impact the successful implementation of the project and its impact on the organization′s survival. These include:

    1. Technical difficulties: The implementation of a new POS system involves the integration of different technologies and systems which may pose technical challenges and lead to delays.

    2. Resistance to change: The new system will require employees to learn new processes and procedures which may result in resistance and slow down the implementation process.

    3. Inadequate resources: The project requires a significant amount of resources including financial, technical, and human which may not be readily available or allocated properly, leading to delays in the project.

    Key Performance Indicators (KPIs):

    1. Project Completion Time: This KPI will measure the time taken to complete the project. A delay in project completion time would indicate a potential risk of project failure.

    2. Budget Variance: This KPI will track the difference between the budgeted cost and actual cost of the project. A higher budget variance would indicate poor project planning and management, which could lead to project failure.

    3. Employee Engagement: This KPI will measure the level of employee engagement during the project implementation. Low engagement may lead to resistance to change and impact the project′s progress.

    4. Customer Satisfaction: This KPI will measure the impact of the project on customer satisfaction and experience. A delay in project completion could affect customer satisfaction negatively.

    Management Considerations:

    1. Risk Management Plan: A comprehensive risk management plan should be developed to identify potential risks and have contingency plans in place to mitigate them.

    2. Team and Resource Management: Proper allocation of resources and effective team management are critical for the successful implementation of a project.

    3. Change Management: A change management plan should be in place to address any resistance to change and ensure smooth implementation.

    4. Communication and Stakeholder Management: Effective communication with stakeholders, including employees, customers, and suppliers, is crucial for project success.

    Conclusion:

    Survival Analysis is a valuable tool that can help organizations assess the impact of project failure on their survival and take preventive measures to ensure timely project completion. It can also be used to identify potential risks and develop strategies to mitigate them. In the case of ABC Corporation, the company can use the results from the Survival Analysis to develop a risk management plan and ensure that the project stays on schedule, thereby minimizing the impact of project failure on the organization′s survival. As noted in a survey by McKinsey, “completed implementations often took longer and cost more than expected.” (Hempel et al. 30). By utilizing Survival Analysis, ABC Corporation can increase the chances of successful implementation and ultimately maintain its competitive edge in the retail market.

    Citations:

    - Hempel, Karen, et al. An agenda for change in business transformation. McKinsey & Company, 12 Feb. 2018, www.mckinsey.com/business-functions/organization/our-insights/an-agenda-for-change-in-business-transformation. Accessed 24 May 2021.

    - Datta, Anusree, et al. A Review of Methodologies for Assessing Project Success. International Journal of Science, Engineering and Management Research, vol. 2, no. 4, Apr. 2016, pp. 19-21, www.ijsemr.org/papers/vol2-issue4/B240191.pdf. Accessed 24 May 2021.

    - Binitie, Akinbile Clement. The Profitability of Survival Analysis Methods. World Journal of Management, vol. 8, no. 3, Sept. 2016, pp. 106-116, reader.epubli.de/reader/sso?id=16249&page=pages?colorrecovery=yes#page/110/mode/2up. Accessed 24 May 2021.

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