Study Design: Cross-Sectional Study Objectives: Socioeconomic status (SES) is a fundamental root of health disparities, however, its effect on surgical outcomes is often difficult to capture in clinical research, especially in spine surgery. Here, we present a large single-center study assessing whether SES is associated with cause-specific surgical outcomes. Methods: Patients undergoing spine surgery between 2015 and 2019 were assigned income in accordance with the national distribution and divided into quartiles based on the ZIP code-level median household income. We performed univariate, chi-square, and Analysis of Variance (ANOVA) analysis assessing the independent association of SES, quantified by household income, to operative outcomes, and multiple metrics of opioid consumption. Results: 1199 patients were enrolled, and 1138 patients were included in the analysis. Low household income was associated with the greatest rates of 3-month opioid script renewal (OR:I.65, 95% CI:1.14-2.40). In addition, low-income was associated with higher rates of perioperative opioid consumption compared to higher income including increased mean total morphine milligram equivalent (MME) 252.25 (SD 901.32) vs 131.57 (SD 197.46) (P < .046), and inpatient IV patient-controlled analgesia (PCA) MME 121.11 (SD 142.14) vs 87.60 (SD 86.33) (P < .023). In addition, household income was independently associated with length of stay (LOS), and emergency room (ER) revisits with low-income patients demonstrating significantly longer postop LOS and increasing postoperative ER visits. Conclusions: Considering the comparable surgical management provided by the single institution, the associated differences in postoperative outcomes as defined by increased morbidities and opioid consumption can potentially be attributed to health disparities caused by SES.
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Adeyemo, Emmanuel A.
Aoun, Salah G.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Aoun, Salah G.
Barrie, Umaru
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Barrie, Umaru
Nguyen, Madelina L.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Nguyen, Madelina L.
Badejo, Olatunde
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Badejo, Olatunde
Pernik, Mark N.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Pernik, Mark N.
Christian, Zachary
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Christian, Zachary
Dosselman, Luke J.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Dosselman, Luke J.
El Ahmadieh, Tarek Y.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
El Ahmadieh, Tarek Y.
Hall, Kristen
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Hall, Kristen
Reyes, Valery Peinado
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Reyes, Valery Peinado
McDonagh, David L.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Anesthesiol & Pain Management, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
McDonagh, David L.
Bagley, Carlos A.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
UT Southwestern Med Ctr, Dept Orthoped Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
机构:
Duke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Duke Univ, Med Ctr, Dept Surg, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Bennett, Kyla M.
Scarborough, John E.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Surg, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Scarborough, John E.
Pappas, Theodore N.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Surg, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Pappas, Theodore N.
Kepler, Thomas B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
机构:Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Berkowitz, Seth A.
Traore, Carine Y.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Traore, Carine Y.
Singer, Daniel E.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Singer, Daniel E.
Atlas, Steven J.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Birkmeyer, Nancy J. O.
Gu, Niya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Gu, Niya
Baser, Onur
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Baser, Onur
Morris, Arden M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Morris, Arden M.
Birkmeyer, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
机构:
Univ Wisconsin, Dept Med, Madison, WI USA
William S Middleton Mem Vet Adm Med Ctr, Geriatr Res Educ & Clin Ctr, Madison, WI 53705 USAUniv Wisconsin, Dept Med, Madison, WI USA
Chapman, Elizabeth N.
Kaatz, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Ctr Womens Hlth Res, Madison, WI 53706 USAUniv Wisconsin, Dept Med, Madison, WI USA
Kaatz, Anna
Carnes, Molly
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Med, Madison, WI USA
Univ Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Univ Wisconsin, Madison, WI 53706 USA
Univ Wisconsin, Ctr Womens Hlth Res, Madison, WI 53706 USA
William S Middleton Mem Vet Adm Med Ctr, Geriatr Res Educ & Clin Ctr, Madison, WI 53705 USAUniv Wisconsin, Dept Med, Madison, WI USA
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Adeyemo, Emmanuel A.
Aoun, Salah G.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Aoun, Salah G.
Barrie, Umaru
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Barrie, Umaru
Nguyen, Madelina L.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Nguyen, Madelina L.
Badejo, Olatunde
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Badejo, Olatunde
Pernik, Mark N.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Pernik, Mark N.
Christian, Zachary
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Christian, Zachary
Dosselman, Luke J.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Dosselman, Luke J.
El Ahmadieh, Tarek Y.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
El Ahmadieh, Tarek Y.
Hall, Kristen
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Hall, Kristen
Reyes, Valery Peinado
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
Reyes, Valery Peinado
McDonagh, David L.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Anesthesiol & Pain Management, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
McDonagh, David L.
Bagley, Carlos A.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
UT Southwestern Med Ctr, Dept Orthoped Surg, Dallas, TX USAUT Southwestern Med Ctr, Dept Neurol Surg, Dallas, TX USA
机构:
Duke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Duke Univ, Med Ctr, Dept Surg, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Bennett, Kyla M.
Scarborough, John E.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Surg, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Scarborough, John E.
Pappas, Theodore N.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Surg, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
Pappas, Theodore N.
Kepler, Thomas B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC 27710 USA
机构:Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Berkowitz, Seth A.
Traore, Carine Y.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Traore, Carine Y.
Singer, Daniel E.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Singer, Daniel E.
Atlas, Steven J.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Birkmeyer, Nancy J. O.
Gu, Niya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Gu, Niya
Baser, Onur
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Baser, Onur
Morris, Arden M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
Morris, Arden M.
Birkmeyer, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USAUniv Michigan, Michigan Surg Collaborat Outcomes Res & Evaluat, Dept Surg, Ann Arbor, MI 48109 USA
机构:
Univ Wisconsin, Dept Med, Madison, WI USA
William S Middleton Mem Vet Adm Med Ctr, Geriatr Res Educ & Clin Ctr, Madison, WI 53705 USAUniv Wisconsin, Dept Med, Madison, WI USA
Chapman, Elizabeth N.
Kaatz, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Ctr Womens Hlth Res, Madison, WI 53706 USAUniv Wisconsin, Dept Med, Madison, WI USA
Kaatz, Anna
Carnes, Molly
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Med, Madison, WI USA
Univ Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Univ Wisconsin, Madison, WI 53706 USA
Univ Wisconsin, Ctr Womens Hlth Res, Madison, WI 53706 USA
William S Middleton Mem Vet Adm Med Ctr, Geriatr Res Educ & Clin Ctr, Madison, WI 53705 USAUniv Wisconsin, Dept Med, Madison, WI USA