| Literature DB >> 26901594 |
Sophia Y Wang1, Taylor S Blachley1, Chris A Andrews1, John Z Ayanian2,3,4, Paul P Lee1,2, Joshua D Stein1,2,5.
Abstract
PURPOSE: Little is known regarding the extent by which patients undergoing outpatient cataract surgery are at risk for postoperative hospitalization. We sought to determine the percentage of patients undergoing cataract surgery who were subsequently hospitalized, the patient characteristics associated with postoperative hospitalization, and the reasons for hospitalization.Entities:
Mesh:
Year: 2016 PMID: 26901594 PMCID: PMC4762614 DOI: 10.1371/journal.pone.0149819
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
ICD-9-CM codes used to identify baseline medical conditions.
| Medical Condition | ICD-9-CM codes and code ranges |
|---|---|
| Diabetes without complications | 250.3, 250.30–3, 250.8, 250.80–3, 250.9, 250.90–3, 250.0, 250.00–3, 250.1, 250.10–3, 250.1, 250.20–3 |
| Diabetes with complications | 250.4, 250.40–3, 250.5, 250.50–3, 250.6, 250.60–3, 250.7, 250.70–3, 362.01–7 |
| Hypertension without complications | 401, 401.0–1, 401.9, 405, 405.0–1, 405.01, 405.09, 405.11, 405.19, 405.9, 405.91, 405.99 |
| Hypertension with complications | 362.11, 402, 402.0, 402.00–1, 402.1, 402.10–1, 402.9, 402.90–1, 403, 403.0, 403.00–1, 403.1, 403.10–1, 403.9, 403.90–1, 404.0, 404.00–3, 404.1, 404.10–3, 404.9, 404.90–3 |
| Congestive heart failure | 398.91, 402.01, 402.11, 402.91, 404.01, 404.03, 404.11, 404.13, 404.91, 404.93, 425.4–5, 425.7–9, 428, 428.0–2, 428.2, 428.20–3, 428.3, 428.30–3, 428.4, 428.40–3, 428.9 |
| Cerebrovascular accidents | 362.34, 430–2,432.0–1, 432.9, 433,433.0–3, 433.8–9, 434, 434.0, 434.00–1, 434.1, 434.10–1, 434.9, 434.90, 434.91, 435, 435.0–3, 435.8–9, 436–7, 437.0–9, 438, 438.0–1, 438.10–2, 438.19, 438.2, 438.20–2, 438.3, 438.30–2, 438.4, 438.40–2, 438.5, 438.50–3, 438.6–8, 438.81–5, 438.89, 438.9 |
| Myocardial infarction | 410, 410.0, 410.00–2, 410.1, 410.10–2, 410.2, 410.20–2, 410.3, 410.30–2, 410.4, 410.40–2, 410.5, 410.50–2, 410.6, 410.60–2, 410.7, 410.70–2, 410.8, 410.80–2, 410.9, 410.90–2, 412 |
| Chronic obstructive pulmonary disease / Asthma | 416.8, 416.9, 490, 491, 491.0–2, 491.20–2, 491.8–9, 492, 492.0, 492.8, 493, 493.0, 493.00–2, 493.1, 493.10–2, 493.2, 493.20–2, 493.8, 493.81–2, 493.9, 494, 494.0–1, 495, 495.0–9, 496, 500–5, 506.4, 508.1, 508.8 |
| Renal disease | 403.01, 403.11, 403.91, 404.02–3, 404.12–3, 404.92–3, 582, 582.0–2,582.4, 582.8, 582.81, 582.89, 582.9, 583.0–2, 583.4, 583.6–7, 585, 585.1–6, 585.9, 586, 588.0, V42.0, V45.1, V56, V56.0–3, V56.31–2, V56.8 |
| Depression | 296, 296.0, 296.00–6, 296.1, 296.10–6, 296.2, 296.20–6, 296.3, 296.30–6, 296.4, 296.40–6, 296.5, 296.50–6, 296.6, 296.60–6, 296.7, 296.70–6, 296.8, 296.80–2, 296.89, 296.9, 296.90, 296.99 |
| Dementia | 290, 290.0–1,290.1–3, 290.2, 290.20–3, 290.4, 290.40–3, 290.8, 290.9, 294.1, 294.10–1, 331.2 |
ICD-9-CM = International Classification of Diseases, 9th edition, Clinical Modification
aDiabetes and hypertension “with complications” refers to those with evidence of end-organ damage, e.g., nephropathy.
Characteristics of the study sample.
| N = 64981 | |
| 68.7 (10.4) | |
| 7.1 (2.1) | |
| Female | 35486 (54.6%) |
| Male | 29495 (45.4%) |
| White | 57158 (88.0%) |
| Black | 3091 (4.8%) |
| Latino | 2995 (4.6%) |
| Asian | 1277 (2.0%) |
| Other | 460 (0.7%) |
| Less than high school | 807 (1.2%) |
| High school diploma | 23819 (36.7%) |
| Some college | 25929 (39.9%) |
| College | 14315 (22.0%) |
| Advanced degree | 111 (0.2%) |
| <$30,000 | 8123 (12.5%) |
| $30,000- <60,000 | 24925 (38.4%) |
| $60,000- <100,000 | 19774 (30.4%) |
| $100,000- <125,000 | 6502 (10.0%) |
| ≥$125,000 | 5657 (8.7%) |
| Northeast | 7468 (11.5%) |
| West | 24748 (38.1%) |
| South | 22196 (34.2%) |
| Midwest | 10524 (16.2%) |
| Other | 45 (0.1%) |
| Urban | 56972 (87.7%) |
| Small rural | 4084 (6.3%) |
| Large rural | 3925 (6.0%) |
| 2004–2007 | 32212 (49.6%) |
| 2008–2011 | 32769 (50.4%) |
| Without complications | 11284 (17.4%) |
| With complications | 8785 (13.5%) |
| Without complications | 38327 (59.0%) |
| With complications | 9762 (15.0%) |
| 9221 (14.2%) | |
| 9197 (14.2%) | |
| 5230 (8.1%) | |
| 18751 (28.9%) | |
| 5026 (7.8%) | |
| 4062 (6.3%) | |
| 1148 (1.8%) | |
| 15065 (23.2%) | |
| 37672 (58.0)% |
aDiabetes and hypertension “with complications” refers to those with evidence of end-organ damage, e.g., nephropathy.
Number of patients with hospitalizations before and after cataract surgery based on number of pre-existing comorbidities.
| Total | Within 3 years prior to cataract surgery | Within 6 months prior to cataract surgery | Within 30 days prior to cataract surgery | Within 7 days of cataract surgery | Within 14 days of cataract surgery | Within 30 days of cataract surgery | Within 90 days of cataract surgery | |
|---|---|---|---|---|---|---|---|---|
| N (%) | N (%) | N (%) | N (%) | N (%) | N (%) | N (%) | N (%) | |
| 10674 (16.4%) | 1116 (10.5%) | 186 (1.7%) | 15 (0.1%) | 11 (0.1%) | 21 (0.2%) | 45 (0.4%) | 156 (1.5%) | |
| 19051 (29.3%) | 3485 (18.3%) | 643 (3.4%) | 62 (0.3%) | 29 (0.2%) | 55 (0.3%) | 124 (0.7%) | 476 (2.5%) | |
| 17374 (26.7%) | 5106 (29.4%) | 1034 (6.0%) | 92 (0.5%) | 31 (0.2%) | 65 (0.4%) | 177 (1.0%) | 604 (3.5%) | |
| 9639 (14.8%) | 4409 (45.7%) | 996 (10.3%) | 85 (0.9%) | 38 (0.4%) | 74 (0.8%) | 173 (1.8%) | 540 (5.6%) | |
| 8243 (12.7%) | 5799 (70.35%) | 1870 (22.7%) | 178 (2.2%) | 64 (0.8%) | 135 (1.6%) | 322 (3.9%) | 934 (11.3%) | |
| 64981(100%) | 19915 (30.7%) | 4729 (7.3%) | 432 (0.7%) | 173 (0.3%) | 350 (0.5%) | 841 (1.3%) | 2710 (4.2%) |
Odds ratios for admission to hospital within 7, 14, 30, and 90 days of cataract surgery based on medical comorbidities.
| Inpatient Hospitalization | ||||
|---|---|---|---|---|
| Within 7 days of cataract surgery | Within 14 days of cataract surgery | Within 30 days of cataract surgery | Within 90 days of cataract surgery | |
| OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | |
| 1.02 (0.99–1.03) | ||||
| 0.30 (0.09–0.94) | ||||
| 0.92 (0.67–1.26) | 0.87 (0.69–1.09) | 0.96 (0.83–1.11) | 0.95 (0.87–1.04) | |
| 1.00 (0.66–1.51) | 1.03 (0.78–1.37) | 1.17 (0.98–1.40) | ||
| 1.36 (0.91–2.04) | ||||
| 1.20 (0.74–1.93) | 1.26 (0.90–1.78) | |||
| 1.57 (0.89–2.77) | 1.20 (0.79–1.82) | |||
| 1.27 (0.85–1.88) | ||||
| 1.40 (0.98–2.01) | ||||
| 1.23 (0.80–1.87) | 1.12 (0.83–1.51) | 1.20 (0.98–1.45) | 1.05 (0.93–1.19) | |
| 1.34 (0.97–1.85) | ||||
| 1.18 (0.69–2.01) | 1.06 (0.72–1.57) | |||
| 1.59 (0.81–3.13) | 1.26 (0.76–2.09) | |||
| 1.10 (0.77–1.55) | 1.07 (0.83–1.37) | 1.08 (0.92–1.27) | 1.00 (0.91–1.09) | |
The regression models are adjusted for age, sex, race/ethnicity, education, annual income, U. S. geographic region, urban or rural location, year of surgery date, whether the patient underwent more than one surgery, and number of hospitalizations within 3 years prior to surgery. ORs for individual comorbidities are from the same model as and adjusted for other listed comorbidities. OR for number of comorbidities are from a separate model adjusted for sociodemographics, year of surgery date, number of prior hospitalizations within 3 years prior to surgery, electrocardiogram obtained within 30 days prior to hospitalization, but not individual comorbidities. The reference group for all medical conditions is the group with no disease.
Diabetes and hypertension “with complications” refers to those with evidence of end-organ damage, e.g., nephropathy.
Bolded results are significant at P<0.05 level
Difference in hospitalization between patients who underwent cataract surgery and matched controls.
| Matched pairs | Within 7 days | Within 14 days | Within 30 days | Within 90 days | ||||
|---|---|---|---|---|---|---|---|---|
| (N = 39240 matched pairs) | N (%) | P | N (%) | P | N (%) | P | N (%) | P |
| 0.0003 | <0.0001 | 0.002 | 0.074 | |||||
| Case hospitalized, control not hospitalized | 60 (0.2%) | 130 (0.3%) | 324 (0.8%) | 1037 (2.6%) | ||||
| Control hospitalized, case not hospitalized | 108 (0.3%) | 220 (0.6%) | 411 (1.0%) | 1121 (2.9%) | ||||
| Both case and control hospitalized | 0 (0.0%) | 1 (0.0%) | 9 (0.0%) | 70 (0.2%) | ||||
| Neither case nor control hospitalized | 39072 (99.6%) | 38889 (99.1%) | 38496 (98.1%) | 37012 (94.3%) | ||||
aCases were subjects who had undergone cataract surgery. Cases and controls were matched on age +/- 2 years, length of time enrolled in the health plan +/- 2 years, sex, race/ethnicity, education, income, geographic region, and urban/rural setting, presence of hospitalization in the 3 years prior to cataract surgery or sham cataract surgery date, baseline diabetes, congestive heart failure, cerebrovascular accidents, myocardial infarction, chronic obstructive pulmonary disease, renal disease, mood disorders, and dementia.
bExact version of McNemar’s test used to determine P value.
Diagnoses for hospitalization events after cataract surgery.
| Within 3 years prior to surgery | Within 7 days after surgery | Within 14 days after surgery | Within 30 days after surgery | Within 90 days after surgery | |
|---|---|---|---|---|---|
| (N = 38,736) | (N = 175) | (N = 365) | (N = 922) | (N = 3317) | |
| N (%) | N (%) | N (%) | N (%) | N (%) | |
| Hypertension | 2331 (6.0%) | 13 (7.4%) | 28 (7.7%) | 76 (8.2%) | 235 (7.1%) |
| Congestive heart failure | 1283 (3.3%) | 8 (4.6%) | 18 (4.9%) | 42 (4.6%) | 134 (4.0%) |
| Dysrhythmias and conduction disorders | 1641 (4.2%) | 7 (4.0%) | 17 (4.7%) | 47 (5.1%) | 174 (5.3%) |
| Chest pain and acute coronary syndromes | 3375 (8.7%) | 11 (6.3%) | 26 (7.1%) | 61 (6.6%) | 174 (5.3%) |
| Cardiac arrest and ventricular fibrillation | 34 (0.1%) | 1 (0.6%) | 1 (0.3%) | 3 (0.3%) | 6 (0.2%) |
| Other cardiac and vascular diagnoses | 1503 (3.9%) | 7 (4.0%) | 15 (4.1%) | 34 (3.7%) | 124 (3.7%) |
| Chronic obstructive pulmonary disease or asthma | 1756 (4.5%) | 12 (6.9%) | 24 (6.6%) | 59 (6.4%) | 184 (5.6%) |
| Other upper and lower respiratory tract disorders | 1398 (3.6%) | 8 (4.6%) | 22 (6.0%) | 43 (4.7%) | 152 (4.6%) |
| Pneumonia | 851 (2.2%) | 7 (4.0%) | 9 (2.5%) | 23 (2.5%) | 99 (3.0%) |
| Urinary tract infection | 637 (1.6%) | 5 (2.9%) | 7 (1.9%) | 20 (2.2%) | 70 (2.1%) |
| Other infections (non-ocular) | 1765 (4.6%) | 3 (2.3%) | 16 (4.4%) | 35 (3.8%) | 151 (4.6%) |
| Diabetes | 1129 (2.9%) | 9 (5.1%) | 13 (3.6%) | 33 (3.6%) | 110 (3.3%) |
| Other endocrine disorders | 395 (1.0%) | 2 (1.1%) | 3 (0.8%) | 10 (1.1%) | 34 (1.0%) |
| Stroke, transient ischemic attacks, and other cerebrovascular disease | 737 (1.9%) | 3 (1.7%) | 4 (1.1%) | 6 (0.7%) | 35 (1.1%) |
| Delirium or dementia | 103 (0.3%) | 0 (0.0%) | 2 (0.6%) | 7 (0.8%) | 16 (0.6%) |
| Other neurologic disorders | 898 (2.3%) | 4 (2.3%) | 9 (2.5%) | 25 (2.7%) | 93 (2.8%) |
| Eye infection | 16 (0.0%) | 1 (0.6%) | 1 (0.3%) | 1 (0.1%) | 1 (0.0%) |
| Cataract | 6 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 1 (0.0%) |
| Glaucoma | 19 (0.1%) | 0 (0.0%) | 0 (0.0%) | 1 (0.1%) | 3 (0.1%) |
| Retinal disease | 41 (0.1%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 1 (0.0%) |
| Blindness or visual impairment | 23 (0.1%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| Myopia | 0 (0.0%) | 1 (0.6%) | 1 (0.3%) | 1 (0.1%) | 1 (0.0%) |
| Other eye disease | 16 (0.0%) | 0 (0.0%) | 1 (0.3%) | 1 (0.1%) | 3 (0.1%) |