does size count? incidence and reporting of occupational disease by size of company tim morse, ph.d....

29
Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Upload: clyde-mckinney

Post on 29-Dec-2015

218 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Does Size Count? Incidence and Reporting of Occupational

Disease by Size of Company

Tim Morse, Ph.D.ErgoCenter

UConn Health Center

Page 2: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Collaborators Charles Dillon, NHANES Joseph Weber, CT Labor Dept. Nick Warren, UCHC Heather Bruneau, UCHC Rongwei Fu, UCHC

Page 3: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

NIOSH/OSHA Report higher rates for larger companies

0

50

100

150

1-10 11-49 50-249 250-999 1,000+

Incidence Rates for Occupational Illness, 1997, OSHA, NIOSH

Page 4: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Reasons for Correlation? Increased risk vs. better reporting Increased risk?

Biersner and Winn, 1998 More repetition in larger companies? Connected to industry segment or other co-variate

such as worker age? Better reporting?

Oleinick, et al. 1995 MSD is under-reported Occupational disease is primarily MSD Better recordkeeping? Less fear of reporting?

Page 5: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Why do we care? How do you best target industries?

Grants for small employer training Prioritize OSHA inspections

Other policy issues Recordkeeping by small employers

What is source of problem? Repetition, stress, other risk factors Need for and focus of internal training for

companies Under-estimate of Occupational Disease if

under-reporting

Page 6: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Under-reporting CUSP (CT Upper-Extremity

Surveillance Project) Data 9.1% of population with likely work-

related prevalent MSD 0.78% (95% CI 0.58-1.24%) doctor-

called incident cases 10.6-21.0% had filed workers’

compensation claims

Page 7: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Correlates of under-reporting (CUSP) Severity of MSD

Surgery (OR 3.5) Time off work (OR 4.5) Doctor diagnosis (OR 13.7)

Psycho-social factors Management cares (OR 2.0) Fear of reporting

Union (OR 4.1) Industry/Occupation

Manufacturing, transport, trade higher Hourly wage workers (OR 2.8)

Page 8: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Population-based telephone survey (CUSP) Random sample of 3,200 CT workers 78% interview response rate % with likely work-related MSD % of cases reported to workers’ comp Compare to BLS MSD figures by size

of company Size of company coded by CT Labor

Dept; additional coding by InfoUSA

Page 9: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Statistical methods Data reduction of risk factors by

factor analysis Tabular analysis of MSD by size of

company Partial correlations and Logistic

regression

Page 10: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

ConnOSHA/BLS Survey Connecticut, 1996 Repetitive Trauma

61.6% of occupational illnesses 3.6% of all injuries and illnesses

3,711 cases of repetitive trauma 28.8 per 10,000 workers

Page 11: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

CT BLS Repetitive trauma rates also increase by size of business

0

20

40

60

0-10 11-49 50-249 250-999 1000+

Repetitve Trauma by Size of Business, 1996, CT OSHA/BLS

Page 12: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Results: Coding for Size Only 64% of respondents could be coded for

size No major differences between coded and

uncoded for gender, age, and ethnicity Minor differences in education

33% (uncoded) vs. 27% (coded) High school grad 13% vs 20% for post-graduate

Differences in industry government (5.2% uncoded vs. 20.1% coded) service (60.2% vs. 50.7%) construction (8.1% vs. 4.1%)

Page 13: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Demographic characteristics by company size No difference in gender distribution Higher education in larger companies

chi-square=110.3, sig<.001 Blacks and Hispanics over-represented

in larger companies chi-square=39.6, sig=.006

Older workers in very large and very small companies chi-square=72.7, sig<.001

Page 14: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Risk Factors Factor analysis

Physical risk factor (push/pull,reach above, wrist bent, tool use)

Stress/computer factor (job stress, computer use)

Correlations with business size physical risk factor (r= -.14) stress/computer factor (.14)

Page 15: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Partial correlations Controlling for gender, race,

marriage, age, and education. Physical risk factor and Business

size-.078 (p=.001)

Stress/computer risk factor and business size .120 correlation (p<.001)

Page 16: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

MSD % Prevalence by Company Size, CUSP, CT, 1996

7542733092934151157N =

company size code

1000+250-99950-24911-491-10Missing

95%

CI w

ork

-re

late

d c

ase

.18

.16

.14

.12

.10

.08

.06

.04

Page 17: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

MSD by Company Size, CUSP, CT, 1996Chi-square=9.4, sig=.052

MSD CaseTotal % Low CI Upper CI1-10 43 415 10.4 7.4% 13.3%11-49 35 293 11.9 8.2% 15.7%50-249 24 309 7.8 4.8% 10.8%250-999 32 273 11.7 7.9% 15.5%1000+ 55 754 7.3 5.4% 9.2%Missing 103 1157 8.9 7.3% 10.5%Total 292 3201 9.1 8.1% 10.1%

Page 18: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

% MSD by Size and Industry, CUSP, CT, 1996

0.05.0

10.015.0

20.025.0

30.035.0

1-10 11-49 50-249 250-999 1000+

ag,mine, const

manuf

govt

service

fin insur re

Page 19: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

0.0

5.0

10.0

15.0

1-10 11-49 50-249 250-999

1000+

MSD CUSP Prev and BLS Incid, CT 1996

CUSP

BLS

Page 20: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

0

2

4

6

8

1-10 11-4950-249 250-999

1000+

MSD CUSP Dr. Called Prev and BLS Incid, 1996, CT

BLS

CUSP Dr.

Page 21: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

0.0

10.020.0

30.040.0

50.060.070.0

Push-pull Reach Bent wrist Tools

Risk factors by company size, CT, CUSP, 1996

1-10

11-49

50-249

250-999

1000+

Page 22: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

0.010.020.030.040.050.060.070.080.0

Stress Computer

Risk factors by company size, CT, CUSP, 1996

1-10

11-49

50-249

250-999

1000+

Page 23: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Physical risk by MSD prevalence, by firm size, CUSP, CT, 1996

0.0

5.0

10.0

15.0

20.0

25.0

1-10 11-49 50-249 250-999 1000+

MSD Prev

Phys Risk rate

Page 24: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Logistic Regression MSD case on Size :

OR=0.91 CI 0.83-1.00

Doctor called MSD on Size OR=0.88 CI 0.78-0.99

Page 25: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Logistic Regression Entered: Company size, gender,

age, industry, occupation, married, race

Backward conditional regression

Page 26: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Logistic regression MSD

Stay in equation: Gender, age, race, occupation

Size marginally significant (OR=0.90; 0.81-1.00)

Larger companies have lower rates Doctor called:

Stay in regression: occupation, gender, race Size not significantly related to MSD

Page 27: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Cautions and limitations Self-reported data Prevalence, not incidence Just MSD Only 64% could be coded for size

Likely that sample under-represented smaller companies

Demographics similar between coded and uncoded

Not likely to systematically affect rate of MSD by size

Page 28: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Conclusions Business size is only weakly

related to MSD, in negative direction (in contrast to BLS reports)

Risk factors vary somewhat by size; largest companies have: Lowest physical risks, Highest stress and computer risks

Page 29: Does Size Count? Incidence and Reporting of Occupational Disease by Size of Company Tim Morse, Ph.D. ErgoCenter UConn Health Center

Under-reporting Strong positive correlation in BLS

reports between MSD and company size most likely due to better reporting in larger companies

Appears to be large under-reporting for smaller companies