Quantitative data collection and analysis etc. Flashcards

1
Q

What are surveys?

A
  • The use of a fixed set of questions directed to a large set of respondents
  • The collection of a small amount of data in standardized and quantified form from a relatively large number of individuals
  • The selection of representative samples of individuals from known populations
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2
Q

What are som strengths of questionnaire-based surveys?

A
  • Delivers precise numerical estimates
    of the frequency and magnitude of
    consumer responses – are most useful
    to business where precision matters a
    lot
  • Objective
  • Reaches many people – avoids
    personal prejudice and limitations
  • Allows you to apply statistical methods
    that enhance rigor and add depth
  • Identifies and illuminates differences
    between groups
  • Can be repeated over time
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3
Q

What are som weaknesses of questionnaire-based surveys?

A
  • Tells you “what” but not “why” (eg why customer satisfaction is down)
  • Cannot tell you what you didn’t know that you didn’t know (“unknown unknowns”)
  • Rely on self-report (action may be different from that)
  • Participation is unrewarding
  • Surveys are only as good as the sample and questions
  • Directed to individuals – but sometimes decision-making is done by groups
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4
Q

What are the conclusions of surveys?

A
  • Surveys are easy and cheap to create and distribute
  • Analysis of survey data identifies important numbers, enables analysis of related phenomena/aspects as evolution of quantities over time
  • Surveys are an important tool for product planners but mainly relevant for guiding improvement of existing products, less applicable to completely new products
  • “Statistical significance” of findings requires good questionnaire design and a large number of properly sampled responses
  • Surveys are mainly used for confirmatory research but can to some extent also be used for exploratory research, eg through inclusion of open-ended
    questions
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5
Q

What does the opportunity identification process look like?

A
  1. Establish a charter
  2. Generate and sense many opportunities
  3. Screen opportunities
  4. Develop exceptional opportunities
  5. Select exceptional opportunities
  6. Reflect on the results and the process
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6
Q

What does it mean to establish an “innovation charter”?

A
  • Articulate the goal and the boundary conditions for
    an innovation effort
  • A broad statement is preferable to encourage the
    team to consider opportunities beyond the
    traditional assumptions of the firm
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7
Q

When screening opportunities, what types of opportunities do we want to find?

A
  • Valuable
  • Rare
  • Inimitable
  • Non-substitutable
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8
Q

How do you screen opportunities?

A
  • Web-based surveys
  • Workshops with idea
    presenters who “pitch” and
    stakeholders who “vote”
  • Elimination matrix with a few
    key requirements
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9
Q

How do you select excellent opportunities?

A
  • Real-Win-Worth-screening
    (checklist)
  • Best practice scoring model
  • Concept selection methods
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10
Q

What is real-win-worth?

A

Proposed ideas are evaluated with respect to
three basic questions:

  • Is there a real market and a real product?
  • Can we win? Can our product or service be
    competitive? Can we succeed as a company?
  • Is it worth doing? Is the return and the risk acceptable?
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