Chapter 8 Flashcards

1
Q

Which two type of datasets are there available?

A

Publicly,

Commercially.

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2
Q

Which sources of archival data?

A

Internal,

External.

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3
Q

What is archival research?

A

Data gathered from exisiting sources.

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4
Q

Archival research is?

A

Expensive,

Slow.

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5
Q

What is Unit of analysis?

A

Level of data aggregation.

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6
Q

When combinging archival data make sure that?

A

The unit of analysis corresponds.

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7
Q

How does the unit of analysis correspond?

A

The IV needs higher or the same level as DV.

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8
Q

Why use archival research?

A

Tap into industry wisdom,
Power (low likelihood of missing a real effect),
Examining effects across time,
Examining effects across countries,
Examining socially sensitive phenomena (look at what managers do rather than say).

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9
Q

How to validate that an archival measure is a good proxy?

A

Precendence,

Sound logic.

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10
Q

Sources of unrealiability in archival research?

A

Missing observations,
Inaccurately recorded observatinos,
Fake observations.

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11
Q

What to do with missing observations: cross-sectional?

A

Means substition,

Listwise deletion.

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12
Q

What to do with missing observations: longitudinal data?

A

Intrapolate (aanvullen in missende punten).

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13
Q

What to do with inaccurately (extreme) recorded observations?

A

Trim (remove extreme observation),

Winsorize (replace with next normal value).

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14
Q

What are time-varying variables?

A

Where time influences the variable.

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15
Q

What are time-invariant variables?

A

Time does not influence the variable.

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16
Q

A good proxy combines?

A

Measurement and construct.

17
Q

What is a proxy?

A

Hoe goed je meeting klopt met waarop je het wilt toepassen.

Innovatief bedrijf > meer producten
(Good Proxy)

18
Q

How to validate a good proxy?

A

Provide precedence
Provide logic
Provide evidence of correlation > 0.3

19
Q

How to assess external validity with archival research?

A

Is the sample representative,

Are drawn from the correct population.

20
Q

Longitudinal data needs if missing to be?

A

Intrapolate.

21
Q

Cross-sectional data needs if missing to be?

A

Means substition

Listwiste deletion.

22
Q

What is Winsorize?

A

Replace missing value with next normal value.