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1.
Circ Cardiovasc Qual Outcomes ; 9(3): 265-74, 2016 05.
Article in English | MEDLINE | ID: mdl-27072678

ABSTRACT

BACKGROUND: Interhospital transfer of acute stroke patients is becoming increasingly important as regional stroke systems of care continue to evolve. We describe the characteristics and outcomes of stroke cases transferred to hospitals participating in the Michigan Coverdell Stroke Registry. METHODS AND RESULTS: Thirty-six hospitals participated in the Michigan registry during 2009 to 2011. Transfer patients were transferred from another hospital either acutely or after admission. Multivariable logistic regression was used to determine predictors of transfer and the independent association between transfer and in-hospital mortality and complications. Of 16 202 acute stroke admissions, 19.1% were transferred. Independent predictors of being transferred included younger age, hemorrhagic stroke, and higher stroke severity, but having a past history of stroke decreased the likelihood of being transferred. Transferred cases had higher in-hospital mortality (12.0% versus 6.4%; P<0.001) compared with regular admissions and were more likely to suffer complications (18.4% versus 12.8%; P<0.001). These differences remained after adjustment for confounding variables (adjusted odds ratio for mortality =1.32, 95% confidence interval 1.12, 1.56; adjusted odds ratio for complications =1.39, 95% confidence interval 1.22, 1.58). Among ischemic stroke, elevated odds of poor outcomes among transferred patients remained after adjustment for stroke severity. CONCLUSIONS: Transferred patients represent a complex admixture of patient characteristics that result in higher risks of poor outcomes. Our results suggest that it is prudent to account for patient transfer status when comparing hospital outcomes and that stroke registries need to expand their data collection capacity to provide a better understanding of the relative benefits and risks of transferring patients.


Subject(s)
Fibrinolytic Agents/administration & dosage , Patient Admission , Patient Transfer , Stroke/drug therapy , Thrombolytic Therapy , Adolescent , Adult , Aged , Aged, 80 and over , Disability Evaluation , Female , Fibrinolytic Agents/adverse effects , Hospital Mortality , Humans , Logistic Models , Male , Michigan , Middle Aged , Multivariate Analysis , Odds Ratio , Patient Discharge , Registries , Risk Factors , Severity of Illness Index , Stroke/diagnosis , Stroke/mortality , Stroke/physiopathology , Thrombolytic Therapy/adverse effects , Thrombolytic Therapy/mortality , Time Factors , Treatment Outcome , Young Adult
2.
Circ Cardiovasc Qual Outcomes ; 7(5): 757-63, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25160841

ABSTRACT

BACKGROUND: Accurate case ascertainment is essential for clinical registries to be valid and representative. We assessed case ascertainment in the Michigan Stroke Registry by linking to a statewide hospital discharge database (Michigan Inpatient Database [MIDB]). METHODS AND RESULTS: In 2009, all ischemic stroke cases submitted by 30 registry hospitals were linked to ischemic stroke discharges (International Classification of Diseases, Ninth Revision code 433.x1, 434.x1, or 436) in the MIDB. Databases were linked using hospital, age, sex, and admission date. The MIDB was regarded as the gold standard. To assess completeness, we calculated the percent difference between the number of cases entered in the registry relative to the MIDB. To quantify accuracy, we defined sensitivity as the proportion of cases identified in the MIDB that were matched to the registry and positive predictive value as the proportion of cases identified in the registry that were matched to the MIDB. Before data linkage, 4 hospitals were known to be using a case sampling approach. The remaining 26 registry hospitals submitted 21% fewer cases (n=3403) than were found in the MIDB (n=4340). The overall sensitivity was 68.8% (95% confidence interval, 76.4%-79.3%), and positive predictive value was 87.7% (95% confidence interval, 87.4%-89.8%). The sensitivity of case ascertainment was significantly lower in teaching hospitals and primary stroke centers but was higher in the sites that used prospective case ascertainment methods. CONCLUSIONS: Among registry hospitals, these results revealed relatively high levels of completeness and accuracy. Matching registry data to hospital discharge data identified hospitals that changed their case ascertainment method to a case sampling approach. This study illustrates the value of monitoring case ascertainment in stroke registries using external data sources.


Subject(s)
Databases, Factual , Registries , Stroke/diagnosis , Stroke/epidemiology , Data Collection , Hospitals , Humans , Medical Records , Michigan , Monitoring, Physiologic/methods , Patient Discharge , Predictive Value of Tests , Prognosis , Prospective Studies , Reproducibility of Results , Retrospective Studies , Sensitivity and Specificity
3.
Stroke ; 44(5): 1459-62, 2013 May.
Article in English | MEDLINE | ID: mdl-23520240

ABSTRACT

BACKGROUND AND PURPOSE: Stroke education, 1 of 8 endorsed stroke performance measures, consists of 5 specific subcomponents: risk factors, stroke warning signs, emergency medical service activation, physician follow-up, and discharge medications. We identified predictors of stroke education performance measure compliance in the Michigan Paul Coverdell National Acute Stroke Registry. METHODS: Data were collected on 9609 acute stroke admissions to 20 registry hospitals during 2008 and 2009. Predictors of measure compliance (delivery of all 5 subcomponents) were determined using multivariable logistic regression. RESULTS: Overall compliance with the stroke education measure was 61.8% (hospital-level compliance ranged between 16% and 93%). Compliance with individual subcomponents were risk factors (65.5%), stroke warning signs (68.9%), emergency medical service activation (66.8%), physician follow-up (92.9%), and discharge medications (91.5%). Age, gender, stroke subtype, prestroke ambulation, discharge destination, and hospital size were all significant independent predictors of compliance. Stroke education was delivered less often to patients who were ≥ 70 years of age, nonambulatory prestroke, not discharged to home, had transient ischemic attack, or hemorrhagic stroke. CONCLUSIONS: Only 60% of patients received stroke education consistent with the endorsed performance measures. Strategies to increase stroke education, including the impact of incorporating stroke-specific education measures into hospital care protocols, should be explored.


Subject(s)
Delivery of Health Care , Guideline Adherence , Patient Education as Topic , Stroke/diagnosis , Adult , Aged , Female , Humans , Male , Middle Aged , Patient Discharge , Registries , Stroke/prevention & control
4.
J Air Waste Manag Assoc ; 62(2): 160-9, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22442932

ABSTRACT

Feed additives can change the microbiological environment of the animal digestive track, nutrient composition of feces, and its gaseous emissions. This 2-yr field study involving commercial laying-hen houses in central Iowa was conducted to assess the effects of feeding diets containing EcoCal and corn-dried distillers grain with solubles (DDGS) on ammonia (NH3), hydrogen sulfide (H2S), and greenhouse gas (CO2, CH4, and N2O) emissions. Three high-rise layer houses (256,600 W-36 hens per house) received standard industry diet (Control), a diet containing 7% EcoCal (EcoCal) or a diet containing 10% DDGS (DDGS). Gaseous emissions were continuously monitored during the period of December 2007 to December 2009, covering the full production cycle. The 24-month test results revealed that mean NH3 emission rates were 0.58 +/- 0.05, 0.82 +/- 0.04, and 0.96 +/- 0.05 g/hen/day for the EcoCal, DDGS, and Control diet, respectively. Namely, compared to the Control diet, the EcoCal and DDGS diets reduced NH3 emission by an average of 39.2% and 14.3%, respectively. The concurrent H2S emission rates were 5.39 +/- 0.46, 1.91 +/- 0.13, and 1.79 +/- 0.16 mg/ hen/day for the EcoCal, DDGS, and Control diet, respectively. CO2 emission rates were similar for the three diets, 87.3 +/- 1.37, 87.4 +/- 1.26, and 89.6 +/- 1.6 g/hen/day for EcoCal, DDGS, and Control, respectively (P = 0.45). The DDGS and EcoCal houses tended to emit less CH4 than the Control house (0.16 and 0.12 vs. 0.20 g/hen/day) during the monitored summer season. The efficacy of NH3 emission reduction by the EcoCal diet decreased with increasing outside temperature, varying from 72.2% in February 2009 to -7.10% in September 2008. Manure of the EcoCal diet contained 68% higher ammonia nitrogen (NH3-N) and 4.7 times higher sulfur content than that of the Control diet. Manure pH values were 8.0, 8.9, and 9.3 for EcoCal, DDGS, and Control diets, respectively. This extensive field study verifies that dietary manipulation provides a viable means to reduce NH3 emissions from modern laying-hen houses.


Subject(s)
Air Pollutants/analysis , Air/analysis , Ammonia/analysis , Chickens , Diet/veterinary , Animal Husbandry , Animals , Hydrogen Sulfide/analysis , Hydrogen-Ion Concentration , Manure/analysis
5.
Stroke ; 37(1): 44-9, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16339479

ABSTRACT

BACKGROUND AND PURPOSE: Recent recommendations call for in-hospital initiation of lipid-lowering therapy (LLT) for most ischemic stroke (IS) and transient ischemic attack (TIA) survivors; however, little is known about actual use. This study describes use of and predictors for in-hospital lipid testing and LLT using data from a statewide stroke registry. METHODS: In 2002, the registry ascertained cases from a stratified sample of 16 hospitals. This study includes only IS and TIA cases discharged alive. RESULTS: In 1907 study subjects, 30.2% (27.2% to 33.5%) were on LLT at admission. In 1399 subjects not on LLT at admission, 37.2% (30.2% to 44.9%) underwent lipid testing, and 12.9% (7.2% to 22.1%) received LLT at discharge. Use of testing and LLT varied widely between hospitals (P<0.001). In-hospital lipid testing was positively associated with large teaching hospitals (P=0.029), and neurologist or neurosurgeon (P=0.004); and negatively associated with increasing age (P=0.002), being female (P=0.020), a previous medical history of atrial fibrillation (P=0.002), nonambulatory status (P=0.005), and poor prognosis (P<0.001). LLT at discharge was positively associated with a previous medical history of dyslipidemia (P<0.001), lipid testing (P=0.004), and elevated low-density lipoprotein levels (P<0.001). Among subjects who were not on LLT at admission but who had Adult Treatment Panel III-based indications for use of LLT, only 31.2% (20.5% to 44.5%) received LLT at discharge. CONCLUSIONS: Many hospitalized acute IS and TIA patients with indications for LLT are untreated at discharge. Efforts to close treatment gaps in lipid evaluation and treatment require sustained quality improvement efforts and should pay particular attention to high-risk patients.


Subject(s)
Ischemia/diagnosis , Ischemic Attack, Transient/diagnosis , Lipids/chemistry , Stroke/diagnosis , Stroke/epidemiology , Aged , Anticoagulants/therapeutic use , Cholestyramine Resin/therapeutic use , Clofibric Acid/therapeutic use , Female , Hospital Records , Hospitalization , Hospitals , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Ischemia/therapy , Ischemic Attack, Transient/therapy , Male , Middle Aged , Models, Statistical , Niacin/therapeutic use , Registries , Risk Factors , Stroke/therapy
6.
Jt Comm J Qual Patient Saf ; 32(9): 517-27, 2006 Sep.
Article in English | MEDLINE | ID: mdl-17987875

ABSTRACT

BACKGROUND: Michigan's prototype of the Paul Coverdell National Acute Stroke Registry revealed improvement opportunities in acute stroke care. METHODS: A partnership among the registry investigators, American Stroke Association (ASA), Michigan Department of Community Health, and 13 Michigan hospitals was implemented in 2004. The Institute for Healthcare Improvement Breakthrough Series model and the ASA's Get With The Guidelines-Stroke program and Patient Management Tool (PMT) were used to implement tailored stroke practice guidelines at each hospital. RESULTS: Significant improvements (p < .05) were observed for 5 of the 16 measures. Smoking cessation increased by 31%, dysphagia screening increased by 19%, use of the NIH stroke scale increased by 19%, documentation of reasons for not using recombinant tissue plasminogen activator (rt-PA) increased 13%, and documentation of dyslipidemia increased by 9%. DISCUSSION: Clinically and statistically significant improvements can be made in acute stroke care using a collaborative and systematic approach to QI that employs protocol utilization and ongoing data collection and review as part of an organized PMT.


Subject(s)
Diffusion of Innovation , Practice Guidelines as Topic/standards , Quality Assurance, Health Care/methods , Stroke/therapy , Total Quality Management/methods , Evidence-Based Medicine/standards , Humans , Michigan/epidemiology , Personnel, Hospital , Quality Assurance, Health Care/organization & administration , Quality Assurance, Health Care/standards , Registries , State Government , Stroke/epidemiology , Students, Nursing
7.
Ann Thorac Surg ; 77(5): 1763-8, 2004 May.
Article in English | MEDLINE | ID: mdl-15111182

ABSTRACT

BACKGROUND: Computed tomography (CT) is the most common method of staging lung cancer. We have previously shown endoscopic ultrasound guided fine-needle aspiration (EUS-FNA) to be highly accurate in staging patients with nonsmall cell lung cancer (NSCLC) who have enlarged mediastinal lymph nodes on CT scan. In this study we report the accuracy and yield of EUS-FNA in staging patients without enlarged mediastinal lymph nodes by CT. METHODS: Patients with NSCLC and CT scan showing no enlarged mediastinal lymph nodes (> 1 cm for all nodes except > 1.2 cm for subcarinal) in the mediastinum underwent EUS. Fine needle aspiration was performed on at least one lymph node, if present, in the upper mediastinum, aortopulmonary window, subcarinal, and periesophagus regions. Each specimen was evaluated with on-site cytopathology and confirmed with complete cytopathologic examination. RESULTS: Sixty-nine patients without enlarged mediastinal lymph nodes were evaluated. Endoscopic ultrasound detected malignant mediastinal lymph nodes in 14 of 69 patients as well as other advanced (American Joint Committee on Cancer [AJCC] stage III/IV) in 3 others (1 left adrenal, and 2 with mediastinal invasion of tumor) for a total of 17 of 69 (25%, 95% confidence interval: 16% to 34%) patients. Eleven additional patients were found to have advanced disease by bronchoscopy (2), mediastinoscopy (2), and thoracotomy with mediastinal lymph node dissection (7). The sensitivity of EUS for advanced mediastinal disease was 61% (49% to 75%), and the specificity was 98% (95% to 100%). CONCLUSIONS: Endoscopic ultrasound guided fine needle aspiration can detect advanced mediastinal disease and avoid unnecessary surgical exploration in almost one of four patients who have no evidence of mediastinal disease on CT scan. In addition to previously reported results in patients with enlarged lymph nodes on CT, these data suggest that all potentially operable patients with nonmetastatic NSCLC may benefit from EUS staging.


Subject(s)
Adenocarcinoma/diagnostic imaging , Adenocarcinoma/pathology , Carcinoma, Squamous Cell/diagnostic imaging , Carcinoma, Squamous Cell/pathology , Endosonography , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Lymphatic Metastasis/diagnosis , Mediastinum/diagnostic imaging , Mediastinum/pathology , Biopsy, Needle , Bronchoscopy , Humans , Neoplasm Invasiveness , Neoplasm Staging , Sensitivity and Specificity , Tomography, X-Ray Computed
8.
Gastrointest Endosc ; 59(3): 345-8, 2004 Mar.
Article in English | MEDLINE | ID: mdl-14997129

ABSTRACT

BACKGROUND: Increasingly, EUS is being used to stage lung cancer. Direct mediastinal invasion (T4) by lung cancer is stage IIIb disease. Patients in this stage have a 5-year survival of less than 5% and generally are offered chemotherapy without surgery. This study evaluated the accuracy of EUS in detecting T4 lung cancer. METHODS: The study included all patients with lung cancer who had EUS staging and subsequent staging at surgery, or for whom there was unequivocal confirmation of unresectability (T4) by thoracoscopy, thoracotomy or presence of malignant pleural effusion, or definite invasion of great vessels/adjacent organs on CT. RESULTS: A total of 175 of 308 patients with lung cancer who underwent EUS over a 5-year period (1997-2002) had subsequent confirmatory tumor staging. Ten patients were found by EUS to have stage T4 tumors; 7 were confirmed to be T4 by either surgical exploration (2), CT demonstration of aortic invasion (3), or documentation of malignant pleural effusion (2). Three of the 10 (30%) patients found to have stage T4 tumors by EUS had T2 disease at surgery and underwent curative resection. Of the remaining 165 patients without evidence of T4 disease at EUS, only one was found to have aortic invasion (T4) at surgery. EUS had a sensitivity of 87.5%, specificity of 98%, positive predictive value of 70%, and a negative predictive value of 99% for detecting T4 disease. CONCLUSIONS: Caution is warranted when unresectability of lung cancer is based solely on tumor invasion into mediastinal soft tissue at EUS. Overstaging occurs when a tumor appears to invade the pleural layer without mediastinal organ invasion. Confirmation of unresectability by other diagnostic modalities is warranted in such instances.


Subject(s)
Endosonography/methods , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Neoplasm Invasiveness/pathology , Neoplasm Staging/methods , Adult , Aged , Aged, 80 and over , Combined Modality Therapy , Female , Humans , Lung Neoplasms/mortality , Lung Neoplasms/therapy , Male , Middle Aged , Pneumonectomy/methods , Predictive Value of Tests , Registries , Retrospective Studies , Sensitivity and Specificity , Survival Analysis , Thoracoscopy/methods , Tomography, X-Ray Computed/methods
9.
Gastrointest Endosc ; 59(1): 49-53, 2004 Jan.
Article in English | MEDLINE | ID: mdl-14722547

ABSTRACT

BACKGROUND: EUS is commonly used in the staging of GI, thoracic, and other malignancies. Studies suggest EUS can detect occult liver metastases, but the frequency with which this occurs is unknown. METHODS: Records were reviewed for all patients seen during a 3-year period who underwent EUS of the upper-GI tract for staging of known or suspected malignancy. Patients were included if there was histopathologic evidence of malignancy, they had undergone noninvasive liver imaging within 6 weeks of EUS, and liver surveillance was specifically mentioned in the report of the EUS procedure. RESULTS: A total of 222 patients were included. Liver lesions were seen in 27 patients, 17 of whom had an abnormal noninvasive liver imaging test. EUS-guided FNA of the liver was performed in 21 patients and was diagnostic of malignancy in 15 (6.8%), 5 of whom (2.3%) had normal noninvasive imaging. In 6 patients, the EUS-guided FNA result was benign. EUS missed liver lesions in 4 patients known to have abnormalities by other imaging modalities. CONCLUSIONS: EUS can detect occult liver metastases in patients in whom noninvasive hepatic imaging studies are normal, although the frequency at which such lesions are detected is low. Liver surveillance during EUS is worthwhile for patients in whom there is another indication for the procedure; but, at present, EUS should not replace traditional imaging modalities.


Subject(s)
Endosonography , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/secondary , Adolescent , Adult , Biopsy, Fine-Needle/methods , Female , Gastrointestinal Neoplasms/diagnostic imaging , Gastrointestinal Neoplasms/pathology , Head and Neck Neoplasms/diagnostic imaging , Head and Neck Neoplasms/pathology , Humans , Liver Neoplasms/pathology , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Male , Neoplasm Staging , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/pathology
10.
Gastrointest Endosc ; 59(2): 205-12, 2004 Feb.
Article in English | MEDLINE | ID: mdl-14745393

ABSTRACT

BACKGROUND: EUS with FNA is useful for staging non-small-cell lung cancer. However, benign mediastinal adenopathy is common. The aims of this study were to identify clinical factors, especially primary tumor location, and EUS lymph nodal characteristics predictive of aortopulmonary window and subcarinal lymph node metastases of non-small-cell lung cancer. METHODS: Patients with known or suspected non-small-cell lung cancer underwent EUS staging at which EUS-FNA was performed for all identified mediastinal lymph nodes. Clinical characteristics, primary tumor data, EUS findings, and histopathology were reviewed. Exact tests were performed for both aortopulmonary window and subcarinal lymph nodes to identify factors predictive of malignant cytology. RESULTS: Ninety-two patients with non-small-cell lung cancer were included. Fifty-one had aortopulmonary window, and 73 had subcarinal lymph nodes on EUS. The EUS with FNA specimens were interpreted as suspicious or diagnostic for malignancy for 9 aortopulmonary window and 9 subcarinal lymph nodes. When comparing benign vs. malignant EUS with FNA findings for aortopulmonary window and subcarinal lymph nodes, only lymph node size of 1 cm or greater and sharp lymph nodal edges were associated with malignancy in lymph nodes at both sites, whereas primary tumor site, lymph node shape, and echogenicity were associated with malignant subcarinal nodes. When 4 classic lymph nodal features of malignancy were evaluated, the presence of 3 or more typical features had positive and negative predictive values of, respectively, 41% and 96%. CONCLUSIONS: Although tumor location and EUS lymph nodal characteristics are associated with malignant involvement of lymph nodes, the accuracy of these predictors does not obviate the need for cytologic evaluation. EUS with FNA should be performed for all lymph nodes when an abnormal finding will alter management.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Endosonography , Lung Neoplasms/pathology , Lymphatic Metastasis/pathology , Female , Humans , Lymph Nodes/pathology , Male , Mediastinum , Middle Aged , Retrospective Studies
11.
Gastrointest Endosc ; 58(3): 362-8, 2003 Sep.
Article in English | MEDLINE | ID: mdl-14528209

ABSTRACT

BACKGROUND: Benign mediastinal cysts, which account for approximately 20% of mediastinal masses, may be diagnostic challenges. Information regarding the use of EUS and EUS-guided FNA in this setting is limited. The aim of this study was to demonstrate the value and potential risks of EUS and EUS-FNA in the diagnosis of mediastinal foregut cysts. METHODS: The EUS database of a single tertiary referral center was reviewed for the diagnosis of benign mediastinal cysts. Twenty patients were identified who underwent 23 EUS examinations for suspected mediastinal cysts (n = 4), for follow-up of a known cyst (n = 3), or for a mediastinal mass of unknown origin (n = 16). RESULTS: In 19 patients, the definite diagnosis of a mediastinal cyst was established by EUS. Twelve cysts appeared anechoic, 6 were hypoechoic, and one anechoic cyst contained small echoic foci. CT (n = 17) or magnetic resonance imaging (n = 1) was performed in 18 cases; only 4 of these were diagnostic of a cyst. In 3 cases, the cyst contents were aspirated by EUS-FNA. In a fourth case, a solid-appearing duplication cyst, misdiagnosed by EUS, was sampled with FNA and core biopsy. This patient developed severe sepsis secondary to mediastinitis 4 days later. Thoracotomy revealed an infected bronchogenic cyst. CONCLUSIONS: EUS provides a minimally invasive approach to the diagnosis of benign mediastinal cysts and may be more accurate than CT or other imaging modalities. Aspiration of suspected cysts should be undertaken with caution, given the risk of infection.


Subject(s)
Biopsy, Fine-Needle , Endosonography , Mediastinal Cyst/diagnostic imaging , Antibiotic Prophylaxis , Biopsy, Fine-Needle/adverse effects , Databases, Factual/statistics & numerical data , Endosonography/adverse effects , Female , Humans , Infections/etiology , Male , Mediastinal Cyst/pathology , Middle Aged , Risk Factors
12.
Jt Comm J Qual Saf ; 29(9): 468-78, 2003 Sep.
Article in English | MEDLINE | ID: mdl-14513670

ABSTRACT

BACKGROUND: This American College of Cardiology (ACC) Acute Myocardial Infarction (AMI) Guidelines Applied in Practice (GAP) collaborative in Michigan represented ACC's third initiative, in partnership with local health care coalitions and the Michigan Peer Review Organization. The GAP Pilot Project formed the basis for this project, which supported caregivers' efforts to improve their processes and consistently apply the evidence-based guidelines for AMI care. THE SOUTHEAST MICHIGAN EXPANSION PROJECT: The Institute for Healthcare Improvement (IHI) Breakthrough Series model of improvement was modified to merge the GAP Pilot Project's design with a rapid-cycle quality improvement model. The collaborative included learning sessions that focused on five phases--planning, tool implementation, monitoring tool use, remeasurement, and results--and on increasing tool use rates in each phase. CONCLUSIONS: Building on the work of two previous efforts, the ACC AMI GAP projects yielded substantial collective knowledge. Developing and fostering a collaborative culture allowed hospital teams to avoid barriers or overcome them successfully based on others' experiences and collectively solve problems, and it shortened the learning curve and accelerated QI.


Subject(s)
Cardiology Service, Hospital/standards , Cooperative Behavior , Health Care Coalitions , Models, Organizational , Myocardial Infarction/therapy , Practice Guidelines as Topic , Total Quality Management , Acute Disease , Guideline Adherence/statistics & numerical data , Humans , Management Quality Circles , Michigan , Myocardial Infarction/diagnosis , Myocardial Infarction/drug therapy , Pilot Projects , Professional Review Organizations , Quality Indicators, Health Care
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