injury: injury

In wooldridge: 115 Data Sets from "Introductory Econometrics: A Modern Approach, 7e" by Jeffrey M. Wooldridge

injury

Description

Wooldridge Source: B.D. Meyer, W.K. Viscusi, and D.L. Durbin (1995), “Workers’ Compensation and Injury Duration: Evidence from a Natural Experiment,” American Economic Review 85, 322-340. Professor Meyer kindly provided the data. Data loads lazily.

Usage

data('injury')

Format

A data.frame with 7150 observations on 30 variables:

• durat: duration of benefits

• afchnge: =1 if after change in benefits

• highearn: =1 if high earner

• male: =1 if male

• married: =1 if married

• hosp: =1 if inj. required hosp. stay

• indust: industry

• injtype: type of injury

• age: age at time of injury

• prewage: previous weekly wage, 1982 $

• totmed: total med. costs, 1982 $

• injdes: 4 digit injury description

• benefit: real dollar value of benefit

• ky: =1 for kentucky

• mi: =1 for michigan

• ldurat: log(durat)

• afhigh: afchnge*highearn

• lprewage: log(wage)

• lage: log(age)

• ltotmed: log(totmed); = 0 if totmed < 1

• head: =1 if head injury

• neck: =1 if neck injury

• upextr: =1 if upper extremities injury

• trunk: =1 if trunk injury

• lowback: =1 if lower back injury

• lowextr: =1 if lower extremities injury

• occdis: =1 if occupational disease

• manuf: =1 if manufacturing industry

• construc: =1 if construction industry

• highlpre: highearn*lprewage

Notes

This data set also can be used to illustrate the Chow test in Chapter 7. In particular, students can test whether the regression functions differ between Kentucky and Michigan. Or, allowing for different intercepts for the two states, do the slopes differ? A good lesson from this example is that a small R-squared is compatible with the ability to estimate the effects of a policy. Of course, for the Michigan data, which has a smaller sample size, the estimated effect is much less precise (but of virtually identical magnitude).

Used in Text: pages 458-459, 475-476

Source

https://www.cengage.com/cgi-wadsworth/course_products_wp.pl?fid=M20b&product_isbn_issn=9781111531041

Examples

 str(injury)

wooldridge documentation built on May 3, 2023, 5:06 p.m.