National Healthcare Quality and Disparities Report
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 25 of 82 Research Studies DisplayedSheetz KH, Dimick JB, Nathan H
Centralization of high-risk cancer surgery within existing hospital systems.
Centralization is often proposed as a strategy to improve the quality of certain high-risk health care services. In this study, the investigators evaluated the extent to which existing hospital systems centralize high-risk cancer surgery and whether centralization is associated with short-term clinical outcomes. The investigators concluded that greater centralization of complex cancer surgery within existing hospital systems was associated with better outcomes.
AHRQ-funded; HS023597.
Citation: Sheetz KH, Dimick JB, Nathan H .
Centralization of high-risk cancer surgery within existing hospital systems.
J Clin Oncol 2019 Dec 1;37(34):3234-42. doi: 10.1200/jco.18.02035..
Keywords: Surgery, Cancer, Risk, Hospitals, Health Systems, Quality Improvement, Quality Indicators (QIs), Quality of Care, Outcomes
Wang S, Lai S, von Itzstein MS
Type and case volume of health care facility influences survival and surgery selection in cases with early-stage non-small cell lung cancer.
With the expansion of non-small cell lung cancer (NSCLC) screening methods, the percentage of cases with early-stage NSCLC is anticipated to increase. Yet it remains unclear how the type and case volume of the health care facility at which treatment occurs may affect surgery selection and overall survival for cases with early-stage NSCLC. In this study, the investigators examine how type and case volume of health care facility influenced survival and surgery selection in cases with early-stage non-small cell lung cancer.
AHRQ-funded; HS022418.
Citation: Wang S, Lai S, von Itzstein MS .
Type and case volume of health care facility influences survival and surgery selection in cases with early-stage non-small cell lung cancer.
Cancer 2019 Dec 1;125(23):4252-59. doi: 10.1002/cncr.32377..
Keywords: Cancer: Lung Cancer, Surgery, Cancer, Patient-Centered Outcomes Research, Outcomes, Mortality
Subramanian MP, Liu J, Chapman WC
Utilization trends, outcomes, and cost in minimally invasive lobectomy.
The objective of this study was to compare outcomes and hospitalization costs among patients undergoing open, video-assisted thoracoscopic surgery (VATS) and RATS lobectomy. The investigators concluded that minimally invasive approaches were associated to improved clinical outcomes compared with open lobectomy. However, only robotic-assisted lobectomy has had rapid growth in utilization. Despite additional cost, RATS lobectomy appeared to provide a viable minimally invasive alternative for general thoracic procedures.
AHRQ-funded; HS019455.
Citation: Subramanian MP, Liu J, Chapman WC .
Utilization trends, outcomes, and cost in minimally invasive lobectomy.
Ann Thorac Surg 2019 Dec;108(6):1648-55. doi: 10.1016/j.athoracsur.2019.06.049..
Keywords: Healthcare Cost and Utilization Project (HCUP), Surgery, Healthcare Costs, Healthcare Utilization, Outcomes
Sheetz KH, Chhabra KR, Smith ME
Association of discretionary hospital volume standards for high-risk cancer surgery with patient outcomes and access, 2005-2016.
Various clinical societies and patient advocacy organizations continue to encourage minimum volume standards at hospitals that perform certain high-risk operations. Although many clinicians and quality and safety experts believe this can improve outcomes, the extent to which hospitals have responded to these discretionary standards remains unclear. The purpose of this study was to evaluate the association between short-term clinical outcomes and hospitals' adherence to the Leapfrog Group's minimum volume standards for high-risk cancer surgery.
AHRQ-funded; HS000053; HS023597; HS024763.
Citation: Sheetz KH, Chhabra KR, Smith ME .
Association of discretionary hospital volume standards for high-risk cancer surgery with patient outcomes and access, 2005-2016.
JAMA Surg 2019 Nov;154(11):1005-12. doi: 10.1001/jamasurg.2019.3017..
Keywords: Patient Safety, Hospitals, Outcomes, Surgery, Cancer
Singh JA, Lemay CA, Nobel L
Association of early postoperative pain trajectories with longer-term pain outcome after primary total knee arthroplasty.
Studies to date have not comprehensively examined pain experience after total knee arthroplasty (TKA). Discrete patterns of pain in this period might be associated with pain outcomes at 6 to 12 months after TKA. The purpose of this study was to examine patterns of individual post-TKA pain trajectories and to assess their independent associations with longer-term pain outcome after TKA.
AHRQ-funded; HS021110; HS018910.
Citation: Singh JA, Lemay CA, Nobel L .
Association of early postoperative pain trajectories with longer-term pain outcome after primary total knee arthroplasty.
JAMA Netw Open 2019 Nov;2(11):e1915105. doi: 10.1001/jamanetworkopen.2019.15105..
Keywords: Pain, Surgery, Orthopedics, Patient-Centered Outcomes Research, Outcomes
Lee T, Qian JZ, Zhang Y
Long-term outcomes of arteriovenous fistulas with unassisted versus assisted maturation: a retrospective national hemodialysis cohort study.
The authors retrospectively compared patients with assisted versus unassisted arteriovenous fistula (AVF) maturation for post-maturation AVF outcomes, including functional primary patency loss, AVF abandonment, and frequency of interventions. For the studied group of patients undergoing assisted AVF maturation, they observed a positive association between the number of pre-maturation AVF interventions and the likelihood of functional primary patency loss and frequency of post-maturation interventions.
AHRQ-funded; HS022931.
Citation: Lee T, Qian JZ, Zhang Y .
Long-term outcomes of arteriovenous fistulas with unassisted versus assisted maturation: a retrospective national hemodialysis cohort study.
J Am Soc Nephrol 2019 Nov;30(11):2209-18. doi: 10.1681/asn.2019030318..
Keywords: Kidney Disease and Health, Comparative Effectiveness, Surgery, Evidence-Based Practice, Outcomes, Patient-Centered Outcomes Research
Smith JW, Knight Davis J, Quatman-Yates CC
Loss of community-dwelling status among survivors of high-acuity emergency general surgery disease.
The purpose of this study was to examine the loss of community-dwelling status 9 months after hospitalization for high-acuity emergency general surgery (HA-EGS) disease among older Americans. The investigators concluded that older Americans, known to prioritize living in the community, will experience substantial loss of independence due to HA-EGS. They indicate that long-term expectations after surviving HA-EGS must be framed from the perspective of the outcomes that older patients value the most.
AHRQ-funded; HS022694.
Citation: Smith JW, Knight Davis J, Quatman-Yates CC .
Loss of community-dwelling status among survivors of high-acuity emergency general surgery disease.
J Am Geriatr Soc 2019 Nov;67(11):2289-97. doi: 10.1111/jgs.16046..
Keywords: Elderly, Surgery, Outcomes, Quality of Life
Mullins BT, Basak R, Broughman JR
Patient-reported sexual quality of life after different types of radical prostatectomy and radiotherapy: analysis of a population-based prospective cohort.
This study compares the effects of different types of radical prostatectomy and radiotherapy on sexual function. A population-based cohort of 835 men with newly diagnosed prostate cancer from 2011 through 2013 was recruited in collaboration with the Rapid Case Ascertainment system of the North Carolina Central Cancer Registry. They were enrolled prior to treatment and followed retrospectively using the validated Prostate Cancer Symptom Indices (PCSI) instrument. The sexual function scores were compared among patients who received the following treatment types: external-beam RT (EBRT), EBRT with androgen deprivation therapy (ADT), brachytherapy, nerve-sparing radical prostatectomy (RP), and non-nerve-sparing RP. The cohort was surveyed at 24 months post-therapy, and RT alone was found to result in the best preservation of sexual function with brachytherapy, RT with ADT, and nerve-sparing RP yielding similar outcomes. Patients treated with non-nerve-sparing RP experienced the worst sexual function outcome.
AHRQ-funded.
Citation: Mullins BT, Basak R, Broughman JR .
Patient-reported sexual quality of life after different types of radical prostatectomy and radiotherapy: analysis of a population-based prospective cohort.
Cancer 2019 Oct 15;125(20):3657-65. doi: 10.1002/cncr.32288..
Keywords: Quality of Life, Sexual Health, Surgery, Treatments, Comparative Effectiveness, Patient-Centered Outcomes Research, Outcomes, Cancer: Prostate Cancer, Cancer, Evidence-Based Practice
Dworsky JQ, Childers CP, Copeland T
Geriatric events among older adults undergoing nonelective surgery are associated with poor outcomes.
This study analyzed the rate of geriatric events (GEs): delirium, dehydration, falls/fractures, failure to thrive, and pressure ulcers) with older adults undergoing nonelective surgery. The 2013 to 2014 National Inpatient Sample was used to analyze nonelective admissions for 5 common operations: laparoscopic cholecystectomy, colectomy, soft tissue debridgement, small bowel resection, and laparoscopic appendectomy in adults aged 65 years and older and a younger referent group (aged 55-65 years). Logistic regression estimated the association of age and outcomes with GEs. Having any GE was found to be associated with higher probability of all outcomes including mortality, postoperative complications, prolonged length of stay, and skilled nursing facility discharge.
AHRQ-funded; HS00046; HS025079.
Citation: Dworsky JQ, Childers CP, Copeland T .
Geriatric events among older adults undergoing nonelective surgery are associated with poor outcomes.
Am Surg 2019 Oct;85(10):1089-93..
Keywords: Healthcare Cost and Utilization Project (HCUP), Elderly, Surgery, Adverse Events, Outcomes
Bath J, Smith JB, Kruse RL
Association of neutrophil-to-lymphocyte ratio with outcomes after elective abdominal aortic aneurysm repair.
This study investigated postoperative outcomes from elective abdominal aortic aneurysm surgery (AAA) repair using neutrophil-to-lymphocyte ratio as the predictor. Inpatients from the Cerner Health Facts database undergoing elective AAA repair from 2008 to 2015 were selected using ICD-9 procedure codes. Patients with a high postoperative NLR experienced longer hospital stays; higher rates of in-hospital death; high rates of renal failure, cardiac problems, respiratory problems, and infection compared to patients with a low postoperative NLR. The authors recommend future study of NLR to help provide clinically important risk profiles.
AHRQ-funded; HS022140.
Citation: Bath J, Smith JB, Kruse RL .
Association of neutrophil-to-lymphocyte ratio with outcomes after elective abdominal aortic aneurysm repair.
J Vasc Nurs 2019 Sep;37(3):213-20. doi: 10.1016/j.jvn.2019.06.001..
Keywords: Cardiovascular Conditions, Heart Disease and Health, Surgery, Patient-Centered Outcomes Research, Outcomes, Evidence-Based Practice
Symer MM, Sedrakyan A, Yeo HL
Case sequence analysis of the robotic colorectal resection learning curve.
This study examined trends in the increasing rate of resection surgery for colorectal cancer using robots. It has a major learning curve so investigators wanted to see if complication rates went down as the technology become more common. The cohort included adults undergoing colorectal section from 2008 through 2016 from data in the New York Statewide Planning and Research Cooperative database. The number of procedures started at 76 cases in 2010 and increased to 702 cases in 2015. Findings were that major complications (myocardial infarction, pulmonary embolism, shock, and death) did not decrease but iatrogenic complications were reduced. The odds of prolonged length of stay also decreased over time.
AHRQ-funded; HS000066.
Citation: Symer MM, Sedrakyan A, Yeo HL .
Case sequence analysis of the robotic colorectal resection learning curve.
Dis Colon Rectum 2019 Sep;62(9):1071-78. doi: 10.1097/dcr.0000000000001437..
Keywords: Cancer: Colorectal Cancer, Cancer, Surgery, Education: Continuing Medical Education, Outcomes
Sheetz KH, Woodside KJ, Shahinian VB
Trends in bariatric surgery procedures among patients with ESKD in the United States.
This study examined trends in bariatric surgery among patients with end-stage kidney disease (ESKD) in the United States. There was an almost ninefold increase in surgery between 2006 and 2016 for ESKD patients and also for sleeve gastrectomy surgery. ESKD patients showed similar complication rates compared with non-ESKD patients, but there were more readmissions.
AHRQ-funded; HS023597; HS000053.
Citation: Sheetz KH, Woodside KJ, Shahinian VB .
Trends in bariatric surgery procedures among patients with ESKD in the United States.
Clin J Am Soc Nephrol 2019 Aug 7;14(8):1193-99. doi: 10.2215/cjn.01480219..
Keywords: Obesity, Surgery, Kidney Disease and Health, Obesity: Weight Management, Hospital Readmissions, Adverse Events, Outcomes
Odell DD, Quinn CM, Matulewicz RS
Association between hospital safety culture and surgical outcomes in a statewide surgical quality improvement collaborative.
The "safety culture" within hospital systems is increasingly recognized as important to delivery of high-quality care. In this study, the investigators examined the safety culture in a statewide hospital quality improvement collaborative and its associations with surgical outcomes. The authors found, among other results that operating room safety culture scores were highest (97.7% positive) compared with the other domains, and ratings of hospital management were lowest (75.9% positive).
AHRQ-funded; HS024516.
Citation: Odell DD, Quinn CM, Matulewicz RS .
Association between hospital safety culture and surgical outcomes in a statewide surgical quality improvement collaborative.
J Am Coll Surg 2019 Aug;229(2):175-83. doi: 10.1016/j.jamcollsurg.2019.02.046..
Keywords: Hospitals, Patient Safety, Quality of Care, Quality Improvement, Outcomes, Surgery, Surveys on Patient Safety Culture
Smith ME, Lee JS, Bonham A
Effect of new persistent opioid use on physiologic and psychologic outcomes following bariatric surgery.
In this study, the investigators sought to determine the relationship between new persistent opioid use and 1-year postoperative outcomes for patients undergoing bariatric surgery. The investigators concluded that new persistent opioid use is common following bariatric surgery and associated with significantly worse physiologic and psychologic outcomes. More effective screening and postoperative surveillance tools are needed to identify these patients, who likely require more aggressive counseling and treatment to maximize the benefits of bariatric surgery.
AHRQ-funded; HS024403.
Citation: Smith ME, Lee JS, Bonham A .
Effect of new persistent opioid use on physiologic and psychologic outcomes following bariatric surgery.
Surg Endosc 2019 Aug;33(8):2649-56. doi: 10.1007/s00464-018-6542-0..
Keywords: Opioids, Surgery, Medication, Obesity: Weight Management, Obesity, Obesity: Weight Management, Pain, Outcomes
Desai VB, Wright JD, Lin H
Laparoscopic hysterectomy route, resource use, and outcomes: change after power morcellation warning.
The purpose of this study was to examine changes in utilization of different types of laparoscopic hysterectomy, as well as their associated resource use and surgical outcomes, after the U.S. Food and Drug Administration (FDA) safety statement in April 2014 regarding power morcellation. They found rates of laparoscopic supracervical hysterectomy fell in association with power morcellation safety warnings, whereas rates of other laparoscopic hysterectomies continued to rise.
AHRQ-funded; HS024702.
Citation: Desai VB, Wright JD, Lin H .
Laparoscopic hysterectomy route, resource use, and outcomes: change after power morcellation warning.
Obstet Gynecol 2019 Aug;134(2):227-38. doi: 10.1097/aog.0000000000003375..
Keywords: Healthcare Utilization, Outcomes, Surgery, Women
Nicholson WK, Wegienka G, Zhang S
Short-term health-related quality of life after hysterectomy compared with myomectomy for symptomatic leiomyomas.
The objective of this study was to compare short-term health-related quality of life (HRQOL) 6-12 weeks after hysterectomy or myomectomy for the treatment of symptomatic leiomyomas. The investigators conducted a prospective comparative effectiveness analysis of data. They concluded that both hysterectomy and myomectomy were associated with substantial improvement in HRQOL at short-term follow-up, with small but statistically significant differences in symptom severity and certain subscales.
AHRQ-funded; HS023418.
Citation: Nicholson WK, Wegienka G, Zhang S .
Short-term health-related quality of life after hysterectomy compared with myomectomy for symptomatic leiomyomas.
Obstet Gynecol 2019 Aug;134(2):261-69. doi: 10.1097/aog.0000000000003354..
Keywords: Quality of Life, Surgery, Women, Comparative Effectiveness, Patient-Centered Outcomes Research, Outcomes
Kundi H, Popma JJ, Reynolds MR
Frailty and related outcomes in patients undergoing transcatheter valve therapies in a nationwide cohort.
In this study, the investigators sought to identify the prevalence and related outcomes of frail individuals undergoing transcatheter mitral valve repair and transcatheter aortic valve replacement (TAVR). Patients aged 65 and older were included in the study if they had at least one procedural code for transcatheter mitral valve repair or TAVR between 1 January 2016 and 31 December 2016 in the Centers for Medicare and Medicaid Services Medicare Provider and Review database.
Citation: Kundi H, Popma JJ, Reynolds MR .
Frailty and related outcomes in patients undergoing transcatheter valve therapies in a nationwide cohort.
Eur Heart J 2019 Jul 14;40(27):2231-39. doi: 10.1093/eurheartj/ehz187.
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Keywords: Elderly, Heart Disease and Health, Cardiovascular Conditions, Surgery, Outcomes, Treatments
Daniel VT, Rushing AP, Ingraham AM
Association between operating room access and mortality for life-threatening general surgery emergencies.
Few diseases truly require emergency surgery today. In this study, the authors investigated the relationship between access to operating room (OR) and outcomes for patients with life-threatening emergency general surgery (LT-EGS) diseases at US hospitals. The investigators concluded that round-the-clock availability of personnel, specifically emergency general surgeons and recovery room nurses, is associated with decreased mortality.
AHRQ-funded; HS022694.
Citation: Daniel VT, Rushing AP, Ingraham AM .
Association between operating room access and mortality for life-threatening general surgery emergencies.
J Trauma Acute Care Surg 2019 Jul;87(1):35-42. doi: 10.1097/ta.0000000000002267..
Keywords: Access to Care, Emergency Department, Healthcare Cost and Utilization Project (HCUP), Mortality, Outcomes, Surgery
Kim SC, Jin Y, Lee YC
Association of preoperative opioid use with mortality and short-term safety outcomes after total knee replacement.
The purpose of this study was to determine the association of preoperative opioid use among patients 65 years and older with mortality and other complications at 30 days post-total knee replacement (TKR). Findings show that continuous opioid users had a higher risk of revision operations, vertebral fractures, and opioid overdose at 30 days post-TKR but not of in-hospital or 30-day mortality, compared with opioid-naive patients. Highlights include the need for better understanding of patient characteristics associated with chronic opioid use to optimize preoperative assessment of overall risk after TKR.
AHRQ-funded; HS018910.
Citation: Kim SC, Jin Y, Lee YC .
Association of preoperative opioid use with mortality and short-term safety outcomes after total knee replacement.
JAMA Netw Open 2019 Jul 3;2(7):e198061. doi: 10.1001/jamanetworkopen.2019.8061..
Keywords: Opioids, Medication, Surgery, Orthopedics, Elderly, Patient-Centered Outcomes Research, Mortality, Outcomes, Arthritis, Evidence-Based Practice
Bateni SB, Gingrich AA, Jeon SY
Clinical outcomes and costs following unplanned excisions of soft tissue sarcomas in the elderly.
This study’s goal was to analyze the costs and outcomes of planned vs. unplanned soft tissue sarcoma (STS) excisions in the Medicare population. The authors analyzed 3913 surgical patients with STS >/=66 y old from 1992 to 2011 using the Surveillance, Epidemiology, and End Results-Medicare (SEER-Medicare) datafiles. Planned excision rates were classified from preoperative MRI or biopsy records. There was no difference in survival rates between planned vs. unplanned excisions. Planned excisions costs were higher than unplanned excision with the first resection contributing to the majority of costs.
AHRQ-funded; HS022236.
Citation: Bateni SB, Gingrich AA, Jeon SY .
Clinical outcomes and costs following unplanned excisions of soft tissue sarcomas in the elderly.
J Surg Res 2019 Jul;239:125-35. doi: 10.1016/j.jss.2019.01.055..
Keywords: Healthcare Costs, Cancer, Elderly, Surgery, Outcomes, Patient-Centered Outcomes Research
Grant MC, Gibbons M M, Ko CY
Evidence review conducted for the Agency for Healthcare Research and Quality Safety Program for Improving Surgical Care and Recovery: focus on anesthesiology for bariatric surgery.
The authors conducted an evidence review to select anesthetic interventions that positively influence outcomes and facilitate recovery after bariatric surgery. They summarize the best available evidence to recommend the anesthetic components of care for enhanced recovery after bariatric surgery. The concluded that there is evidence in the literature, and from society guidelines, to support AHRQ’s Safety Program for Improving Surgical Care and Recovery goals for bariatric surgery.
AHRQ-funded; 233201500020I.
Citation: Grant MC, Gibbons M M, Ko CY .
Evidence review conducted for the Agency for Healthcare Research and Quality Safety Program for Improving Surgical Care and Recovery: focus on anesthesiology for bariatric surgery.
Anesth Analg 2019 Jul;129(1):51-60. doi: 10.1213/ane.0000000000003696..
Keywords: Evidence-Based Practice, Medication, Obesity, Outcomes, Patient-Centered Outcomes Research, Patient Safety, Quality Improvement, Surgery
Nguyen UDT, Perneger T, Franklin PD
Improvement in mental health following total hip arthroplasty: the role of pain and function.
This prospective study examined whether mental health improved in patients who had total hip arthroplasty (THA) due to improvement in pain and function 1 year post-surgery. Patients enrolled in a THA registry from 2010 to 2014 were included and the mental component score (MCS) was examined before and 1 year post-surgery. There was a significant improvement in mental health due to less pain and improved function.
AHRQ-funded; HS018910.
Citation: Nguyen UDT, Perneger T, Franklin PD .
Improvement in mental health following total hip arthroplasty: the role of pain and function.
BMC Musculoskelet Disord 2019 Jun 29;20(1):307. doi: 10.1186/s12891-019-2669-y..
Keywords: Health Status, Behavioral Health, Orthopedics, Outcomes, Pain, Patient-Centered Outcomes Research, Quality of Life, Surgery
Soffin EM, Gibbons MM, Wick EC
Evidence review conducted for the Agency for Healthcare Research and Quality Safety Program for I
This evidence review was conducted as part of AHRQ’s Safety Program for Improving Surgical Care and Recovery. An evidence review of interventions was conducted to create an enhanced recovery after surgery (ERAS) protocol for anesthesiology for hip fracture repair surgery. The researchers identified anesthesiology components of care and evaluated them across the perioperative continuum. They created ERAS protocols for the preoperative, intraoperative, and postoperative phases.
AHRQ-funded; 233201500020I.
Citation: Soffin EM, Gibbons MM, Wick EC .
Evidence review conducted for the Agency for Healthcare Research and Quality Safety Program for I
Anesth Analg 2019 Jun;128(6):1107-17. doi: 10.1213/ane.0000000000003925..
Keywords: Evidence-Based Practice, Patient-Centered Outcomes Research, Surgery, Orthopedics, Quality Improvement, Quality of Care, Outcomes, Care Management
Sheetz KH, Ibrahim AM, Nathan H
Variation in surgical outcomes across networks of the highest-rated US hospitals.
This longitudinal analysis of 87 hospitals in 1 of 16 networks who were affiliated with the US News & World Report Honor Roll hospitals discusses variation in surgical outcomes compared with their network affiliates. Data was used from Medicare beneficiaries who underwent colectomy, coronary artery bypass graft, or hip replacement between 2005 and 2014. Thirty-day postoperative complications, mortality, failure to rescue and readmissions were compared. Outcomes were not consistently better at Honor Roll hospitals compared with their network affiliates. Honor Roll hospitals had lower failure to rescue rates but higher complication rates.
AHRQ-funded; HS023597.
Citation: Sheetz KH, Ibrahim AM, Nathan H .
Variation in surgical outcomes across networks of the highest-rated US hospitals.
JAMA Surg 2019 Jun;154(6):510-15. doi: 10.1001/jamasurg.2019.0090..
Keywords: Surgery, Outcomes, Provider Performance, Hospitals, Quality of Care
Law AC, Stevens JP, Walkey AJ
Gastrostomy tube use in the critically ill, 1994-2014.
This study used AHRQ’s Healthcare Cost and Utilization Project’s (HCUP’s) National Inpatient Sample to evaluate trends in gastrostomy tube use among critically ill adults from 1994 to 2014. Patients with dementia were excluded from the study. It was found that tube use more than doubled during that time period. Most patients were discharged to long-term care facilities after tube placement. Population-based rates went from 11.9 to 28.8 gastrostomies per 100,000 adults which is an increase of 142%.
AHRQ-funded; HS024288.
Citation: Law AC, Stevens JP, Walkey AJ .
Gastrostomy tube use in the critically ill, 1994-2014.
Ann Am Thorac Soc 2019 Jun;16(6):724-30. doi: 10.1513/AnnalsATS.201809-638OC..
Keywords: Critical Care, Digestive Disease and Health, Healthcare Cost and Utilization Project (HCUP), Outcomes, Patient-Centered Outcomes Research, Surgery