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Research ArticleOriginal Article
Open Access

Patient profiles contribute to differences in quality metrics of stroke centers

Matthias Ungerer, Nima Haji Begli, Miriam Heyse, Jan Purrucker, Jens Regula, Anne Berberich, Ludovico Ciolli, Simon Nagel, Peter Ringleb and Christoph Gumbinger
Neurosciences Journal August 2020, 25 (4) 292-300; DOI: https://doi.org/10.17712/nsj.2020.4.20190100
Matthias Ungerer
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Nima Haji Begli
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Miriam Heyse
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Jan Purrucker
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Jens Regula
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Anne Berberich
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Ludovico Ciolli
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Simon Nagel
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Peter Ringleb
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Christoph Gumbinger
From the Department of Neurology (Ungerer, Begli, Heyse, Purrucker, Regula, Berberich, Nagel, Ringleb, Gumbinger), University Hospital Heidelberg, Heidelberg; from the Department of Neurology (Purrucker, Regula), GRN-Klinik Sinsheim, Sinsheim, Germany; and from the Stroke Unit, Neurology Unit, Department of Neuroscience (Ciolli), Ospedale Civile, Azienda Ospedaliera Universitaria di Modena, Modena, Italy.
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Article Figures & Data

Tables

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    Table 1

    Characteristics of the study population.

    CharacteristicsCSC(n=2,462)LSU(n=726)P-value
    Female sex, n (%)1,051 (42.7)367 (50.6)<0.001
    Age in years, mean (SD)68.62±14.2173.82±12.14<0.001
    Stroke type, n (%)<0.001
    TIA408 (16.6)168 (23.1)
    Intracranial hemorrhage436 (17.7)28 (3.8)
    Ischemia1,618 (65.7)530 (7.3)
    Comorbidities, n (%)
    Prior stroke625 (25.4)194 (26.7)0.469
    Arterial hypertension1,930 (78.4)641 (88.3)<0.001
    Diabetes mellitus593 (24.1)200 (27.5)0.063
    Atrial fibrillation534 (21.7)211 (29.1)<0.001
    Hypercholesterolemia820 (33.3)517 (71.2)<0.001
    pmRS, median (IQR)0 (0-2)1 (0-2)<0.001
    pmRS, n (%)<0.001
    01435 (58.3)333 (46.9)
    1398 (16.2)162 (22.3)
    2323 (13.1)100 (13.8)
    3213 (8.7)83 (11.4)
    484 (3.4)39 (5.5)
    59 (0.4)9 (1.2)
    Referral to hospital, n (%)<0.001
    Self370 (15.0)171 (23.6)
    Emergency services1049 (42.6)232 (32.0)
    Other hospital627 (25.5)124 (17.2)
    Primary care physician346 (14.1)179 (24.7)
    In-house stroke70 (2.8))19 (2.6)
    CSC - comprehensive stroke centers, LSU - local stroke unit, IQR - interquartile range, pmRS - pre-stroke modified rankin scale, mRS - modified rankin score; PCP - primary care physician, TIA - transient ischemic attack
    • View popup
    Table 2

    Acute prehospital and early intrahospital stroke care.

    CharacteristicsCSC(n=2,462)LSU(n=726)P-value
    mRS at admission, median (IQR)3 (2-5)2 (1-4)<0.001
    mRS at admission<0.001
    0226 (9.2)90 (12.4)
    1250 (10.2)127 (17.5)
    2405 (16.5)170 (23.4)
    3518 (21.0)152 (20.9)
    4445 (18.1)117 (16.1)
    5618 (25.1)70 (9.6)
    NIHSS, mean (SD)7.69 ± 8.984.01 ± 5.56<0.001
    NIHSS on admission*<0.001
    4-251,139 (48.5)242 (33.9)
    1-3 or >25856 (36.4)295 (41.4)
    0354 (15.1)176 (24.7)
    Admission ward<0.001
    Normal ward146 (5.9)17 (2.3)
    Stroke Unit1,832 (74.4)693 (95.5)
    ICU484 (19.7)16 (2.2)
    Door-to-image-time<0.001
    ≤30 min736 (37.5)120 (22.3)
    >30 min1,227 (62.5)417 (77.7)
    Image before admission385 (15.6)160 (22.0)
    Modality of first image0.058
    CT2,002 (81.3)612 (84.3)
    MRI430 (17.5)111 (15.3)
    None/not documented30 (1.2)3 (0.4)
    Intravenous thrombolysis
    None2031 (82.9)693 (95.9)
    After admission367 (15.0)30 (4.1)
    Before admission53 (2.2)0 (0)
    Door-to-needle time<0.001
    ≤60min287 (68.7)9 (29.0)
    >60 min131 (31.3)22 (71.0)
    Symptomatic ICH36 (8.1)2 (6.5)0.537
    Values are presented as number and percentage (%). CSC - comprehensive stroke centers, LSU - local stroke unit mRS - modified Rankin Score; NIHSS - National Institute for Health Stroke Scale; ICU - intensive care unit, i.v. - intravenous; iICH - intracranial hemorrhage. Some of the values may not add up to the total number of patients included due to missing values* (namely, for patients with in-house stroke no “door”-time could be calculated)
    • View popup
    Table 3

    Intra-hospital stroke care, diagnostics and discharge.

    CharacteristicsCSC(n=2462)LSU(n=726)P-value
    TTE/TEE1,888 (76.7)631 (86.9)<0.001
    Neurosonography
    IC2,257 (91.7)655 (90.2)0.230
    EC2,227 (90.5)678 (93.4)0.014
    Symptomatic ICA stenosis252 (10.2)42 (5.8)<0.001
    Thrombosis prophylaxis2,328 (95.0)558 (77.2)<0.001
    PFI <48 hour1,611 (65.7)539 (74.6)<0.001
    PFI at discharge1,446 (59.0)493 (68.2)<0.001
    (Planned) anticoagulant573 (23.4)205 (28.4)0.007
    Complications
    All complications375 (15.3)59 (8.2)<0.001
    Pneumonia120 (4.9)25 (3.4)0.10
    Thrombosis/pulmonary embolism5 (0.0)1 (0.0)0.99
    Others283 (11.5)40 (5.5)<0.01
    Discharge modality<0.001
    Home1,208 (49.0)490 (67.5)
    Rehabilitation269 (10.9)136 (18.7)
    Other hospital781 (31.7)48 (6.6)
    Nursing home1 (0.0)23 (3.2)
    Other203 (8.2)29 (4.0)
    Intrahospital mortality202 (8.2)26 (3.6)<0.001
    Mean length of stay (days), mean ± SD6.19 ± 7.247.06 ± 5.030.002
    Values are presented by number and percentage (%). CSC - comprehensive stroke centers, LSU - local stroke unit, TTE/TEE -transthoracic or transesophageal echocardiogram, IC - intracranial, EC - extracranial, ICA - internal carotid artery, PFI - platelet function inhibitor
    • View popup
    Table 4

    Association of patient characteristics and stroke service level with quality metrics (binary regression analysis, adjusted for stroke service level).

    CharacteristicsP-valueOdds ratioLower CIUpper CI
    Intravenous thrombolysis rate after admission to the emergency room (yes versus no)
    Baseline characteristics
    Age<0.0011.0201.0111.028
    Gender0.1001.1960.9661.482
    pmRS0.5161.0290.9431.124
    Admission type<0.0010.7350.6580.823
    Symptoms/severity of stroke at admission
    NIHSS<0.0011.0441.0331.055
    Consciousness*0.0140.7430.5860.943
    Paresis<0.0011.5831.3971.694
    Aphasia<0.0011.4181.1991.677
    Dysarthria<0.0011.8401.5592.172
    Duration of symptoms (<1 h; 1-24 h; >24 h)<0.0012.8562.1413.810
    Hospital (LSU versus CSC)†<0.0010.2400.1630.351
    Door-to-image-time >30 minutes
    Baseline characteristics
    Age<0.0010.9880.9820.995
    Gender0.8330.9820.8301.162
    pmRS0.0020.8990.8410.961
    Admission type<0.0011.1821.0901.283
    Symptoms/severity of stroke at admission
    NIHSS<0.0010.9440.9340.954
    Consciousness*<0.0010.7450.6300.879
    Paresis<0.0010.6540.6030.709
    Aphasia<0.0010.6680.5780.772
    Dysarthria<0.0010.5200.4520.598
    Duration of symptoms (<1 h; 1-24 h; >24 h)<0.0010.6870.6020.783
    Hospital (LSU versus CSC)†<0.0012.0841.6682.604
    Door-to-needle-time >1 hour
    Baseline characteristics
    Age0.6660.9970.9831.011
    Gender0.9211.0210.6841.523
    pmRS0.1411.1360.9581.347
    Admission type0.1571.2220.9261.612
    Symptoms/severity of stroke at admission
    NIHSS<0.0011.0501.0231.077
    Consciousness*<0.0012.3491.5523.557
    Paresis0.2201.1540.9181.452
    Aphasia<0.0011.9271.3482.754
    Dysarthria0.2211.2640.8681.842
    Duration of symptoms (<1 h; 1-24 h; >24 h)0.0430.5340.2900.981
    Hospital (LSU versus (SC)†<0.0015.3552.40011.950
    CSC - comprehensive stroke centers, LSU - local stroke unit, pmRS - prestroke modified Rankin Scale, NIHSS - National Institute of Health Stroke Scale
    *awake, drowsie, comatose; †unadjusted, included for comparison
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Patient profiles contribute to differences in quality metrics of stroke centers
Matthias Ungerer, Nima Haji Begli, Miriam Heyse, Jan Purrucker, Jens Regula, Anne Berberich, Ludovico Ciolli, Simon Nagel, Peter Ringleb, Christoph Gumbinger
Neurosciences Journal Aug 2020, 25 (4) 292-300; DOI: 10.17712/nsj.2020.4.20190100

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Patient profiles contribute to differences in quality metrics of stroke centers
Matthias Ungerer, Nima Haji Begli, Miriam Heyse, Jan Purrucker, Jens Regula, Anne Berberich, Ludovico Ciolli, Simon Nagel, Peter Ringleb, Christoph Gumbinger
Neurosciences Journal Aug 2020, 25 (4) 292-300; DOI: 10.17712/nsj.2020.4.20190100
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