| Literature DB >> 25798994 |
Kimon Bekelis1, Symeon Missios2, Kendrew Wong3, Todd A MacKenzie4.
Abstract
OBJECT: The potential imbalance between malpractice liability cost and quality of care has been an issue of debate. We investigated the association of malpractice liability with unfavorable outcomes and increased hospitalization charges in cranial neurosurgery.Entities:
Mesh:
Year: 2015 PMID: 25798994 PMCID: PMC4370383 DOI: 10.1371/journal.pone.0121191
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Cohort selection for the study.
Patient and hospital characteristics.
| All Patients | States at the top quartile of paid claims’ volume | States at the bottom quartile of paid claims’ volume | P-Value | |||||
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| 189103 | 48555 | 47189 | |||||
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| 46.4 | 23.7 | 47.9 | 23.7 | 46.2 | 23.4 | <0.0001 | |
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| F | 90603 | 48.3 | 23369 | 48.1 | 23019 | 48.8 | 0.044 |
| M | 97108 | 51.7 | 25182 | 51.9 | 24167 | 51.2 | ||
| Unreported data | 1392 | 4 | 3 | |||||
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| 1st Quartile | 44392 | 24.1 | 12807 | 27.5 | 10330 | 22.3 | <0.0001 |
| 2nd Quartile | 45612 | 24.8 | 11423 | 24.5 | 13266 | 28.6 | <0.0001 | |
| 3rd Quartile | 46899 | 25.5 | 10994 | 23.6 | 12604 | 27.2 | <0.0001 | |
| 4th Quartile | 47094 | 25.6 | 11386 | 24.4 | 10106 | 21.8 | <0.0001 | |
| Unreported data | 5106 | 1945 | 883 | |||||
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| Medicare | 52297 | 27.7 | 14571 | 30.0 | 13005 | 27.7 | <0.0001 |
| Medicaid | 31418 | 16.6 | 8394 | 17.3 | 7098 | 15.1 | <0.0001 | |
| Private payer | 86483 | 45.8 | 21059 | 43.4 | 22473 | 47.9 | <0.0001 | |
| Self-payer | 9149 | 4.8 | 2102 | 4.3 | 2273 | 4.8 | <0.0001 | |
| Other | 9387 | 5.0 | 2390 | 4.9 | 2091 | 4.5 | <0.0001 | |
| Unreported data | 369 | 39 | 249 | |||||
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| Low (0–3) | 158025 | 83.6 | 39996 | 82.4 | 40129 | 85.0 | <0.0001 |
| Moderate/High (> = 4) | 31078 | 16.4 | 8559 | 17.6 | 7060 | 15.0 | ||
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| Caucasian | 103221 | 70.7 | 31610 | 70.0 | 19280 | 40.9 | <0.0001 |
| African American | 15604 | 10.7 | 5635 | 12.5 | 2712 | 5.7 | <0.0001 | |
| Hispanic | 17047 | 11.7 | 4562 | 10.1 | 1138 | 2.4 | <0.0001 | |
| Asian | 4178 | 2.9 | 853 | 1.9 | 607 | 1.3 | <0.0001 | |
| Other | 6047 | 4.1 | 2506 | 5.5 | 792 | 1.7 | <0.0001 | |
| Unreported cases | 43006 | 3389 | 22660 | |||||
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| Northeast | 35315 | 18.7 | 25009 | 51.5 |
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| Midwest | 38080 | 20.1 | 855 | 1.8 | 16044 | 34.0 | <0.0001 | |
| South | 68923 | 36.4 | 22691 | 46.7 | 16409 | 34.8 | <0.0001 | |
| West | 46785 | 24.7 | 0 | 0 | 13643 | 28.9 | <0.0001 | |
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| Rural | 4318 | 2.3 | 723 | 1.5 | 1003 | 2.1 | <0.0001 |
| Urban Nonteaching | 34097 | 18.0 | 7617 | 15.7 | 7353 | 15.6 | 0.654 | |
| Urban Teaching | 150688 | 79.7 | 40215 | 82.8 | 38833 | 82.3 | 0.030 | |
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| Small | 13262 | 7.0 | 2057 | 4.2 | 4059 | 8.6 | <0.0001 |
| Medium | 32471 | 17.2 | 7105 | 14.6 | 7134 | 15.1 | 0.035 | |
| Large | 143370 | 75.8 | 39393 | 81.1 | 35996 | 76.3 | <0.0001 | |
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| 1.73 | 0.31 | 1.81 | 0.24 | 1.87 | 0.31 | <0.0001 | |
SD: Standard Deviation
Primary outcomes for patients undergoing cranial neurosurgical procedures in the United States.
| All Patients | Top 25% claims frequency patients | Bottom 25% claims frequency patients | P-Value | ||||
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| N | % | N | % | N | % | ||
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| 9775 | 5.17 | 2775 | 5.7 | 2273 | 4.8 | <0.0001 |
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| <0.0001 |
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| 5.0 | 8 | 6.0 | 9 | 5.0 | 8 | <0.0001 |
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| 57670 | 75212 | 62265 | 82324 | 48777 | 58060 | <0.0001 |
Regression models for primary outcomes and variables of interest.
| Number of paid claims per 100 physicians per state | Ln transformed Size of paid claims per physician per state | |||||
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| OR | 95% CI | P value | OR | 95% CI | P value | |
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| 1.00 | 0.94–1.06 | 0.974 | 1.05 | 0.97–1.13 | 0.219 |
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| 1.09 | 1.05–1.13 | <0.0001 | 1.09 | 1.05–1.13 | <0.0001 |
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| 0.01 | 0.002–0.03 | 0.024 | 0.04 | 0.03–0.06 | <0.0001 |
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| 0.18 | 0.17–0.19 | <0.0001 | 0.12 | 0.11–0.14 | <0.0001 |
OR: Odds Ratio; 95% CI: 95% Confidence Interval
¶The payment amount was ln transformed to provide a better fit for the data
1Based on a logistic regression model including age, sex, income, payer, CCI, race, hospital region, hospital location, hospital bedsize, density of neurosurgeons as covariates
2Based on a generalized linear model including age, sex, income, payer, CCI, race, hospital region, hospital location, hospital bedsize, density of neurosurgeons as covariates
3Based on a generalized linear model including age, sex, income, payer, CCI, race, hospital region, hospital location, hospital bedsize, density of neurosurgeons as covariates. Hospitalization charges underwent an ln transformation because this provided the best fit for our data
§The point estimates from these linear regressions represent beta coefficients and not odds ratios
Regression models for primary outcomes and variables of interest in the 3 most common procedure subgroups.
| Craniotomy for tumor | ||||||
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| Number of paid claims per 100 physicians per state | Ln transformed Size of paid claims per physician per state¶ | |||||
| OR | 95% CI | P value | OR | 95% CI | P value | |
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| 1.11 | 0.98–1.26 | 0.101 | 1.05 | 0.90–1.24 | 0.513 |
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| 1.13 | 1.08–1.18 | <0.0001 | 1.08 | 1.01–1.14 | 0.023 |
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| 0.01 | 0.001–0.03 | 0.046 | 0.02 | -0.002–0.04 | 0.076 |
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| 0.16 | 0.15–0.18 | <0.0001 | 0.08 | 0.06–0.10 | <0.0001 |
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| 1.02 | 0.79–1.32 | 0.864 | 1.03 | 0.74–1.43 | 0.870 |
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| 1.30 | 1.14–1.48 | <0.0001 | 1.32 | 1.12–1.57 | 0.001 |
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| -0.01 | -0.06–0.04 | 0.646 | 0.04 | -0.03–0.10 | 0.237 |
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| 0.22 | 0.18–0.27 | <0.0001 | 0.21 | 0.15–0.26 | <0.0001 |
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| 1.08 | 0.93–1.26 | 0.302 | 1.27 | 0.97–1.55 | 0.240 |
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| 1.04 | 0.95–1.15 | 0.419 | 1.02 | 0.90–1.16 | 0.712 |
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| 0.04 | 0.001–0.08 | 0.042 | 0.09 | 0.04–0.13 | 0.001 |
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| 0.20 | 0.16–0.24 | <0.0001 | 0.13 | 0.08–0.17 | <0.0001 |
OR: Odds Ratio; 95% CI: 95% Confidence Interval
¶The payment amount was ln transformed to provide a better fit for the data
1Based on a logistic regression model including age, sex, income, payer, CCI, race, hospital region, hospital location, hospital bedsize, density of neurosurgeons as covariates
2Based on a generalized linear model including age, sex, income, payer, CCI, race, hospital region, hospital location, hospital bedsize, density of neurosurgeons as covariates
3Based on a generalized linear model including age, sex, income, payer, CCI, race, hospital region, hospital location, hospital bedsize, density of neurosurgeons as covariates. Hospitalization charges underwent an ln transformation because this provided the best fit for our data
§The point estimates from these linear regressions represent beta coefficients and not odds ratios
Fig 2Scatter plot demonstrating the correlation of average state-level mortality for cranial neurosurgical procedures and average size (ln-transformed) (A) and number (B) of paid claims per physician per state.
Fig 3Scatter plot demonstrating the correlation of average state-level length of stay for cranial neurosurgical procedures and average size (ln-transformed) (A) and number (B) of paid claims per physician per state.
Fig 4Scatter plot demonstrating the correlation of the rate of unfavorable discharge after cranial neurosurgical procedures and average size (ln-transformed) (A) and number (B) of paid claims per physician per state.
Fig 5Scatter plot demonstrating the correlation of the ln-transformed average state-level hospitalization charges for cranial neurosurgical procedures and average size (ln-transformed) (A) and number (B) of paid claims per physician per state.