Data Management Practices Quiz
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Questions and Answers

What is the primary focus of effective data management practices?

  • Minimizing the access to data by users
  • Ensuring data is accurate, accessible, and secure (correct)
  • Optimize data storage by keeping all data indefinitely
  • Limiting the share of data among departments
  • In a data-driven environment, what is a common challenge organizations face?

  • Overabundance of irrelevant data (correct)
  • Excessive accuracy in data reporting
  • Underutilization of advanced analytics
  • Finding adequate storage solutions for small datasets
  • Which of the following is critical to maintain data integrity?

  • Implementing numerous redundancies
  • Establishing stringent access controls (correct)
  • Regularly updating data without oversight
  • Allowing all users unrestricted access to data
  • What role does data governance play in organizations?

    <p>It defines who can access and modify data</p> Signup and view all the answers

    Which technology is commonly utilized for improving data analysis?

    <p>AI-based predictive analytics tools</p> Signup and view all the answers

    What is commonly used to enhance data analysis within organizations?

    <p>Machine learning algorithms</p> Signup and view all the answers

    Which of the following is a significant aspect of effective data management practices?

    <p>Regular audits and compliance checks</p> Signup and view all the answers

    What is an important factor to ensure in a data-driven environment?

    <p>Collaborative data strategy</p> Signup and view all the answers

    Which practice is likely to undermine data integrity?

    <p>Using outdated data management tools</p> Signup and view all the answers

    In the context of data governance, what should be emphasized to support data-driven decision making?

    <p>Transparent data reporting mechanisms</p> Signup and view all the answers

    Study Notes

    Negotiating in Management and Business

    • Distributive negotiations focus on maximizing individual gain, where one party's gain is the other's loss, "slicing the pie."
    • Integrative negotiations focus on maximizing individual and joint gain, "increasing the pie" by finding common ground.
    • Key distributive negotiation strategies include improving one's BATNA (best alternative to a negotiated agreement) and making ambitious first offers. Precise offers also amplify the impact of an anchor. Qualitative anchors (e.g., focusing on product defects to highlight negative qualities) can alter perception of value.

    Distributive negotiation strategies

    • Improve your BATNA: Generate new alternatives, improve the value of existing alternatives, and increase certainty for probabilistic alternatives (e.g., convert oral contracts to written ones).
    • Ambitious first offers: Sets the tone, anchors opponent, effectively explains up to 50% of outcome variance.
    • Precise offers: Increase anchor potency.
    • Use qualitative anchors: People value an issue more (less) if you highlight its positive (negative) qualities.
    • Decreasing concessions: Signals reaching bottom line. A model often used is 25-10-5 where the initial offer is ambitious, with subsequent concessions gradually decreasing.

    Integrative negotiation strategies

    • Delay first offers: Early offers may prematurely narrow focus, allowing more creative solutions to surface.
    • Take their perspective: Perspective-taking (understanding the other party's point of view, feelings and motivations) improves deal outcomes.
    • Build trust: Likeability and vulnerability increase trust, improving negotiation outcomes
    • Ask questions: Exploring interests, uncovers additional information and reveals priorities, increases liking and rapport

    Complex Negotiations

    • Complex negotiations involve multiple issues, where each party has multiple concerns (as opposed to two-sided distributive or integrative negotiations). Multiple strategies are often combined.
    • Logrolling: Trading concessions from different areas (i.e., loss on some items for gain in others).
    • Post-settlement settlement: Exploring if there are new deals that would benefit at least one party without harming the other (Pareto efficient deal).
    • MESOS (Multiple Equivalent Simultaneous Offers): Offering many options of comparable value to the other party. Helps anchor the other party's perception of your likely range.
    • Scoring Systems: Quantifying potential outcomes in terms of satisfaction and utility in a complex negotiation can provide a structure that keeps you focused on a successful conclusion.

    Team Negotiations

    • Team negotiation can be beneficial if the team is properly prepared.
    • Preparation involves identifying issues, BATNA, best/worst case scenarios, and potentially creating a list of questions needing further investigation and closure, for the team to evaluate.
    • Planning a team's strategies will help the team to arrive at a negotiating table prepared and refreshed. It is useful to consider negotiation roles (e.g., lead negotiator, number cruncher, note taker, good cop/bad cop).
    • Physical settings (e.g., rectangular vs. round tables) can impact negotiators' behavior. Round tables promote cooperation, whilst rectangular tables may contribute to adversarial/competitive interactions. Physical barriers can create communication roadblocks in rectangular tables.

    Negotiation in a Global Context

    • Recognizing that cultural differences can affect negotiation outcomes is important in global contexts.
    • Understanding cultural nuances like self-interest, communication style, hierarchy, and disagreement handling is crucial.
    • Considering the local context, establishing a cultural map of yourself and the counter-party can help predict and navigate potential difficulties.
    • Cultural awareness includes understanding communication behaviors like direct/indirect speech, and high vs. low context communication. Stereotypes are not accurate and should be avoided.

    Negotiating Virtually

    • Understanding that different virtual communication channels vary in synchronicity and social bandwidth when communicating.
    • Careful consideration must be given to the communication channel chosen, accounting for time-sensitivity, the complexity of the negotiation task, and the relationship involved, and/or the number of people involved.

    Agents and Ethics

    • Agents can introduce complexity but also benefit negotiations in many situations.
    • Using agents means considering how their incentives might affect the negotiation process.
    • When using agents, clearly define your interests and goals, communicate your expectations, and ensure the agent's incentives are aligned with yours.
    • Be aware that lying in negotiations, even if technically legal, can have substantial costs, specifically to the long-term relationship dynamic, even in one-time transactions.

    Dispute Resolution

    • Disputes occur when a claim is made and rejected, involving emotion and potential BATNA link.
    • Key elements are power, rights, and interests. Better to focus on interests first, leveraging rights and power as backup.
    • Four strategies to get back to interests during disputes: role model, labelling dynamics, transitions, and process intervention.

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    Description

    Test your knowledge on effective data management practices and the challenges organizations face in a data-driven environment. This quiz also covers critical concepts such as data integrity and the role of data governance in organizations.

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