Minding the Analytics Gap Case Study Memo

Case Study Recommendation Memo Assignment

At Fern Fort University, we write Minding the Analytics Gap case study recommendation memo as per the Harvard Business Review Leadership & Managing People case memo framework. If you are looking for MBA, Executive MBA or Corporate / Professional level recommendation memo then feel free to connect with us.

Other topics that can be covered in the above case memo are . The recommendations in the case memo are - aligned with strategy of the company, based on robust data, and provide a clear roadmap for execution.

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Minding the Analytics Gap Description

Leadership & Managing People Case Study | Authors :: Sam Ransbotham, David Kiron, Pamela Kirk Prentice

In an increasingly data-driven business environment, many executives must make critical decisions based on analyses that use data and statistical methods that they do not fully understand. How can executives with limited analytics expertise become adept consumers of analytics under such conditions? This question has become an important management issue as senior executives increasingly recognize the importance of analytics to creating business value. The authors'research -based on a survey of 2,719 managers in organizations from around the world -found that the foremost barrier to creatingbusiness value from analytics is not data management or complex modeling skills. Instead, the number one barrier mentioned by survey respondents involved translating analytics into business actions -in other words, making business decisions based on the results, not producing the results themselves. With more access to useful data, companies are increasingly using sophisticated analytical methods. That, the authors argue, means there's often a gap between an organization's capacity to produce analytical results and its ability to apply them effectively to business issues. Much can be done to make analytics more consumable for managers. At the individual level, data analysts can learn more about the business; in fact, about a third (34%) of the survey respondents reported that their organizations train analytics professionals to understand business issues. Organizations can also systemically improve infrastructure and processes; improved data quality, for example,can make it easier to turn data into competitive advantage. Managers can also take steps to become savvier at understanding analytical results. In fact, managers and executives are working to become more knowledgeable about data and analytics: Many of the survey respondents reported that their organizations develop analytical skills through on-the-job (58%) or formal (23%) training. Almost half the respondents (49%) reported that their organizations train managers to make better use of analytics. Beyond training, other known steps include: identifying trustworthy analytics professionals within the organization, requiring straightforward explanations and asking detailed questions. However, the authors'research indicates that, despite their efforts, managers continue to find it difficult to keep pace with their organization's analysts for two reasons: burgeoning analytics sophistication and competing demands for managerial attention. What's more, when an organization's capacity to produce increasingly sophisticated analytics outpaces managers'abilities to understand, discomfort is created -managers find they must make decisions based on complex analytical insights that they do not yet fully understand. But, despite this discomfort, these managerial decisions must be made. The authors conclude by suggesting five ways that managers can increase their comfort in consuming analytics. This is an MIT Sloan Management Review article.

Purpose of Leadership & Managing People Case Study Recommendation Memo

A Case Study Memo or Case Study Recommendation Memo is a routinely used document in leading organizations, and you may be writing number of such memos to executive leadership to “sell” or elevate an initiative that either you are undertaking or you wanted to kick start. Therefore, it is essential that you have a professional case study recommendation memo.

The purpose of a recommendation memo is to concisely recommend a course of action and provide rationale supporting the recommendation. The case study recommendation memo is a one-two page document (not including exhibits) that recommends your course of action and rationale. This format promotes a concise and clear strategic thought process.

Elements of a Case Study Recommendation Memo for – MBA & Executive MBA

1. First Paragraph of Minding the Analytics Gap recommendation memo

• This paragraph expresses your intent or action that you required after reading the Minding the Analytics Gap case study (This recommends……).
• Topic overview of the case study (the “what”, not “when” or “how”): costs, funding, etc.
  
• Ends with the hook: selling idea, the “why” or payoff: this part reveals the author’s point of view. What you intend to do after reading the case and it clearly mention your decision.

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2. Background of Minding the Analytics Gap case study

This paragraph explains why we are talking about this today. It lays out the story. It provides us details from the case story such as -

• Historical perspective on the problem is provided. Details are elaborated that underline the given problem.
• Highlights - what brought us to this moment, why we are in this position, what brought about the need to make this decision.
• Dimensionalize the importance of the problem to the organization and how it is impacting the organization.
• Constraints – Provide a situational analysis based on case study analysis.
• Keep the background section both factual and concise. It is part of the memo where we provide a brief insight into the problem and define the problem.

Checklist

Is the background clear, concise, and easy to follow?
Does it explain why action is needed now?
Does the appropriate sense of urgency come across in the case study?

3. Recommendations for Minding the Analytics Gap Case Memo

Recommendations section will provide details regarding what is needed to be done, how it can be done, when to do it and who will do it. It can be elaborated with scenario planning as businesses

• The details of what, when and how. NO 'why'.
• This section should be very specific (100% clear). It must be actionable (How much will it cost, when, how, who). The reader should be able to read this and know how to carry out this recommendation.
• Some cases will require more than one recommendation. It often happens that the firm will require more than one recommendations as there are numerous unknown in the market place.

Checklist

Is the recommendation clear and actionable? Does the firm has capability to implement the recommendations or does it needs to hire fresh talent?

4. Basis for the Recommendations

• Here the reader of the case memo will learn WHY each recommendation is the UNIQUE right thing to do.
• 2-3 solid reasons are typical. The reasons should be backed by clear logic, organization’s vision and mission statements, and robust data analysis.
• Orignal recommendation can be backed by few supporting roadmap to actions. In operations cases the Critical Path Method of PERT can be used to illustrate the point.
• Support includes impact on profit, share, and anything else that can affect long-term business goals of the firm.
• Analysis should address applicable quantitative issues such as NPV, break even analysis, pro forma statement of project budget, sensitivity analysis; as well as qualitative issues, such as, technology consistency, architectural conformance, innovation potential, etc.
• Appeals to precedent and anecdotal evidence in absence of data, but only in limited, carefully constrained manner.
• Shows how the recommendation will put the firm at a competitive advantage or is simply acompetitive necessity.
• The goal is to read the basis and conclude the recommendation.

Checklist

• Is the recommendation an inescapable conclusion of the basis?
• Does the basis for recommendation appropriately consider:
  1. Core competencies and consistency with mission?
  2. External customers and internal clients?
  3. Competitors?
  4. Attractiveness – quantitative measures if applicable (e.g., NPV, ROI, break-even, payback)?
• Are all assumptions explicitly stated (e.g., needs, technology trends)?

5. Discussions

• Outline other alternatives not selected and provide brief reasoning for doing so.
• Discuss risks and key assumptions for Minding the Analytics Gap case memo (use full disclosure, reference options grid) of your recommendation.
• When you give a precise number or range, you must support the basis as well.

Checklist

• Is the analysis thorough with key alternatives fairly considered using options grid?
• Risks associated with recommendation for Minding the Analytics Gap are properly addressed given the present capabilities and future expectations?

6. Next Steps for Minding the Analytics Gap case study memo

• Clearly specify the roadmap of the execution. Provide specific date and action that are required to carry on the next steps.
• Task assignment, objectives, roles and metrics should be mentioned in advance to reduce ambiguity and replication. (what will be done, by whom, and by when)

Checklist

• Clear follow-up/next steps?
• If appropriate, lay out timeline with key milestones to implement recommendation.

7. Exhibits for Minding the Analytics Gap case memo

• An Exhibit can be a data chart, map, graph, grid, or simple data table.
• While doing the calculations please mention all the assumptions. The reader won’t able to decipher each of the assumption so make them explicit.
• Exhibits should have Title, sources, footnotes to calculation. The point of the Exhibit should be instantly clear to the reader.
• Exhibits should be cited in the proper order (i.e., do not cite Exhibit 4 first in your Memo and then Exhibit 2).
  

Checklist for Minding the Analytics Gap case study memo exhibit

• Is the analysis presented in the case memo - precise, accurate, and data-based?
• Are the exhibits clearly laid out, titled, and referenced in the case study memo?
• Is every assumption mentioned in the case memo is explicitly listed?

NOTE: Every memo may not include every element described above. The specific case will dictate what must be included. For custom case memo please email us or process the order.

You can order Minding the Analytics Gap Case Study Recommendation Memo with us at Fern Fort University .