Literature DB >> 30233165

A case scenario study for the assessment of physician's behavior in the management of COPD: the WHY study.

Oguz Kilinc1, Aylin Konya2, Metin Akgun3, Esra Uzaslan4, Abdullah Sayiner5.   

Abstract

Purpose: COPD diagnosis is mainly based on clinical judgment of physicians. Physicians do not also refer to COPD guidelines in their daily practice. This study aimed to assess attitudes of physicians regarding COPD diagnosis, treatment, and follow-up and to identify the factors influencing physicians' decisions in clinical practice. Patients and methods: Fifty physicians were selected from 12 EuroStat NUTS 2 regions and asked to assess seven fictitious case scenarios. The following five scenarios described patients with COPD: Case Global Initiative for Chronic Obstructive Lung Disease (GOLD) A-smoker and Case GOLD A-nonsmoker were previously undiagnosed patients presenting with dyspnea, Case GOLD D-smoker and GOLD B-exsmoker were COPD patients presenting with exacerbation, Case GOLD B-smoker was a previously diagnosed COPD patient with dyspnea in stable phase, Case asthma-COPD overlap syndrome, and Case obesity hypoventilation syndrome. Patients' history, physical examination findings, pulmonary function tests, and X-ray images were prepared before the study by an experts' committee and provided to the physicians upon their request, until they reached a final decision. The physicians completed a questionnaire including information about their clinical practices and institutions.
Results: According to the GOLD 2015 recommendations, of the physicians, 44% performed guideline-concordant diagnosis in the first five scenarios, who were all COPD patients, and 6% performed guideline-concordant diagnosis in all cases. There was a negative correlation between high workload and making a guideline-concordant diagnosis (P=0.038, rho =-0.417). Even when the physicians made a guideline-concordant diagnosis of COPD, only a minority (10%-22%) used the GOLD classification. Logistic regression analysis revealed that working in a tertiary health care center was a significant factor in favor of establishing a guideline-concordant diagnosis of COPD (P=0.029, OR =6.139 [95% CI: 1.20-31.32]).
Conclusion: Management of COPD patients in Turkey does not generally follow the GOLD criteria but is rather based on physicians' clinical experience. Heavy workload appears to adversely affect the correctness of clinical decisions.

Entities:  

Keywords:  COPD; GOLD criteria; physician decision; practice pattern; real-life scenario

Mesh:

Year:  2018        PMID: 30233165      PMCID: PMC6130535          DOI: 10.2147/COPD.S154616

Source DB:  PubMed          Journal:  Int J Chron Obstruct Pulmon Dis        ISSN: 1176-9106


Introduction

COPD is a global public health concern that causes significant morbidity and mortality with an increasing trend.1 In 2011, age and gender standardized national prevalence rates of COPD in Turkey were reported to be 5.3% and 4.0%, respectively, when the disease was diagnosed based on pulmonary function tests (PFTs) and physicians’ assessments.2 Owing to the discordance between these two rates, a practice pattern study (ALPHABET) was conducted to examine how COPD patients were evaluated in real life.3 The ALPHABET study showed that the ratio of forced expiratory volume in 1 second (FEV1) to forced vital capacity was ≥70% in 40% of the patients previously diagnosed with COPD. Besides, the most common treatment regimen, which was used in 62% of COPD patients, was triple therapy, ie, the combination of long-acting β2 agonists (LABA), inhaled corticosteroids (ICS), and long-acting muscarinic antagonists (LAMA).3 The same study also showed that physicians’ compliance to multidimensional assessment approach, as outlined by the Global Initiative for Chronic Obstructive Lung Disease (GOLD) strategy, was relatively low. In a study from the United States including the records of 450 patients with COPD confirmed by spirometry, it was demonstrated that 43.6% of the patients were not receiving guideline-based treatment and, of these patients, who were all GOLD stage I, 7.6% were overtreated.4 Moreover, another study from the United States reported that 23.1% of the COPD patients received a treatment that was not consistent with any of the guidelines’ recommendations irrespective of disease severity.5 Based on these findings, the current study, which was called “WHY Study”, was designed to evaluate attitudes of physicians regarding COPD diagnosis, treatment, and follow-up and to identify the factors influencing physicians’ decisions in clinical practice.

Patients and methods

The present study was designed as a practice pattern survey and conducted from April to July 2015. The study was approved by the ethics committee of Dokuz Eylul University Medical Faculty (date: December 18, 2014; no: 2014/37-02). Written and signed informed consents of the physicians to participate in the study were obtained. No actual patients were enrolled; however, fictitious case scenarios were used to represent patients with COPD. For each case scenario, demographic features, medical histories, physical examination findings, and medical and screening test results were prepared prior to the study. Fifty physicians who were working in different tertiary (university hospitals or training and research hospitals) and secondary (state hospital or private hospital) health care centers and willing to participate in the study were included. The centers were selected from 12 provinces (Adana, Ankara, Samsun, Balikesir, Trabzon, Bursa, Izmir, Gaziantep, Istanbul, Erzurum, Kayseri, and Van) according to the European Community Regional Policies Level 2 Statistical Regional Units (EuroStat NUTS 2 regions) to provide a representative sample of Turkey. In Turkey, the tertiary health care centers are also academic centers, which have residency programs and train pulmonology fellows. These consist of university hospitals and a total of four research and training hospitals for pulmonary diseases. The secondary health care centers are state hospitals, which only provide patient care.

Case scenarios

All scenarios and related documents were produced by the steering committee of the study based on the recommendations of the GOLD document and the Turkish Thoracic Society’s COPD guideline, similar to the methodology used by Fukuhara et al.6 The members of the committee were physicians with a special interest in COPD, working as consultants in academic institutions. The participants were expected to order the correct diagnostic tests, to evaluate the quality of the spirometry, to use the right parameters (level of FEV1, symptom score, and history of exacerbations) for classifying the patient, and to choose a treatment regimen that was concordant with the guidelines. The following five scenarios described patients with COPD: Case GOLD A-smoker and Case GOLD A-nonsmoker were previously undiagnosed patients presenting with dyspnea, Case GOLD D-smoker and GOLD B-exsmoker were COPD patients presenting with exacerbation, Case GOLD B-smoker was a previously diagnosed COPD patient with dyspnea in stable phase. The remaining two cases, which are sometimes misdiagnosed and/or treated as COPD, were Case asthma-COPD overlap syndrome (ACOS) and Case obesity hypoventilation syndrome (OHS). Each case scenario included the results of medical and screening tests that are usually used in clinical practice for diagnosing COPD patients. Detailed description of the case scenarios is presented in Table S1. The same PFT result sheet was used for all COPD cases. However, Case ACOS and Case OHS had distinctive PFT result sheets. In some cases, some tricky PFT results, compatible with a noncooperative patient, were first given to the physicians, expecting them to request an acceptable PFT result sheet. Similarly, chest X-rays of poor technical quality were also given. Thus, a patient dossier was prepared for each case scenario. During face-to-face interviews, physicians examined the history and laboratory and radiographic findings and requested additional tests, whenever they felt a need, until they reached a decision for each of the seven case scenarios (Table 1). In these interviews, the GOLD classification of the cases was not asked to the physicians; however, they were evaluated by checking whether they asked for the correct clinical parameters to classify the patients, namely symptom scores, history of exacerbations, and FEV1 levels.
Table 1

Details of seven case scenarios

Case scenariosSimilar history and findings
Case ACOSCase OHS
Case GOLDA-smokerCase GOLDA-nonsmokerCase GOLDD-smokerCase GOLDB-exsmokerCase GOLDB-smoker
Scenario prepared by steering committee
Age (years)38635754614779
GenderFemaleFemaleFemaleMaleMaleMaleFemale
Smoking historyCurrent smokerNever smokedCurrent smokerQuittedCurrent smokerQuittedPassive smoker
20 pack-yearsNA40 pack-years40 pack-years45 pack-years28 pack-yearsNA
ComorbidityNoneNoneNoneNoneDiabetes + HypertensionNoneNone
CancerNoneNoneNoneNoneNoneNoneNone
Presenting withBreathlessnessBreathlessnessExacerbationExacerbationBreathlessnessACOSOHS
FEV (%)55555555555540
FEV1/FVC (%)69696969696588
Previous diagnosisUndiagnosedUndiagnosedCOPDCOPDCOPDAsthma-like historyCOPD
Time since diagnosisNANA7 years7 years7 yearsIntermittent symptoms10 years
Hospitalization during the preceding yearNANAOnce due to COPDOnce due to COPDOnce due to COPDNoneOnce due to COPD
TreatmentNANALABA and LAMA and ICSLABA and LAMA and ICSLABA and LAMA and ICSLABA and ICSLABA and LAMA and ICS
Treatment complianceNANACompliance ±aCompliance ±aCompliance ±aCompliance -bCompliance ±a
Guideline-concordant diagnosis (not indicated in case scenario)COPDCOPDCOPDCOPDCOPDACOSaOHSb
GOLD category (not indicated in case scenario)GOLD group AGOLD group AGOLD group DGOLD group BGOLD group BNANA

Notes:

Compliance ± means that the patient was not taking his/her medications regularly.

Compliance - means that the patients were taking his/her medications occasionally.

Abbreviations: ACOS, asthma–COPD overlap syndrome; FEV1, forced expiratory volume in 1 second; FVC, forced vital capacity; GOLD, Global Initiative for Chronic Obstructive Lung Disease; ICS, inhaled corticosteroids; LABA, long-acting β2 agonists; LAMA, long-acting muscarinic antagonists; OHS, obesity hypoventilation syndrome; NA, not applicable.

The tests requested by the physicians were recorded. There was no limitation in time for the physicians to review the cases in detail. If the physicians required more tests for decision making, the results of all required tests were given and were also recorded. Physicians were also asked to complete the “Physician Questionnaire” that included questions about their institutions, number of patients they examine in routine daily practice, years of working as a clinician, whether PFT and chest X-rays were performed in their institution, his/her routine procedures to examine a new COPD patient, and whether he/she routinely used a questionnaire to assess the symptoms and/or health-related quality of life of patients. All questionnaires were collected by the interviewers and transferred to the study center for data management.

Statistical analyses

Predictive Analytics Software for Windows Version 18.0 (SPSS Inc., Chicago, IL, USA) was used for statistical analysis. In descriptive statistics, categorical variables were expressed as numbers and percentages and numerical variables were expressed as median (minimum–maximum). Two-group comparisons between categorical variables were performed using the Chi-square test or the Fisher’s exact test, as required. The Spearman’s rho test statistics was used in correlations for non-normal distributed numerical data. Multivariate logistic regression analysis was performed to determine the factors affecting the guideline-concordant diagnosis. Statistical significance level was set at a P-value of <0.05.

Results

Of the 50 physicians included in the study, 31 (62%) physicians were working in a tertiary health care center and the remaining 19 physicians were working in a secondary health care center. The median number of years worked as a specialist was 7 years (range, 1–33 years), and 65.3% of the physicians had been working as a specialist for ≤10 years. The median number of patients examined daily by the physicians was 40 (range, 8–90). Spirometry was available in all institutions. Features of the physicians are summarized in Table 2.
Table 2

Features of the physicians

Features
Gender
 Female34 (68.0)
 Male16 (32.0)
Number of years working as a specialist7.0 (1.0–33.0)
Number of physicians working as a specialist for
 ≤10 years32 (65.3)
 >10 years17 (34.7)
Working place
 Tertiary health care center31 (62.0)
 Secondary health care center19 (38.0)
Number of patients examined daily40.0 (8.0–90.0)
Workload of physicians
 ≥40 patient examinations per day25 (52.1)
 <40 patient examinations per day23 (47.9)
Performing PFT in the institutions50 (100.0)

Note: Data are presented as n (%) or median (minimum–maximum), where appropriate.

Abbreviation: PFT, pulmonary function test.

While 44% (n=22) of the physicians performed guideline-concordant diagnosis in the five COPD cases, only 6% (n=3) of the physicians performed guideline-concordant diagnosis in all seven cases (Table 3). There was a negative correlation between the workload (≥40 patient examinations per day) of the physicians and the likelihood of making a guideline-concordant diagnosis (P=0.038, rho =−0.417). There was no relationship between a guideline-concordant diagnosis and the working place (tertiary or secondary health care center) as well as the number of years worked as a specialist (P>0.05, for both). In multivariate logistic regression analysis performed to determine the factors (including gender, number of years working as a specialist, working place [secondary or tertiary health care center], and number of patients examined daily) affecting the guideline-concordant diagnosis, working in a tertiary health care center was found to be the only significant factor in favor of establishing a guideline-concordant diagnosis of COPD (P=0.029, OR =6.139 [95% CI: 1.20–31.32]).
Table 3

Summary of the results for each case

Case scenariosSimilar history and findings
Case ACOSCase OHS
Case GOLDA-smokerCase GOLDA-nonsmokerCase GOLDD-smokerCase GOLDB-exsmokerCase GOLDB-smoker
Features of the casesFemale, youngFemale, olderFemale, middle ageMale, middle ageMale, olderMale, youngerFemale, elder, passive smoker
Decision
 Guideline-concordant diagnosisa44% of the physicians74% of the physicians91% of the physicians93% of the physicians96% of the physicians30% of the physicians16% of the physicians
 Guideline-concordant treatment (% of total 50 physicians)20% of the physicians46% of the physicians84% of the physicians20% of the physicians18% of the physicians24% of the physiciansNA
Stepping approach to physicians’ decision process
 Assessment with acceptable PFT43/50 (86%)43/50 (86%)43/50 (86%)43/50 (86%)43/50 (86%)NANA
 Guideline-concordant diagnosis (% of the physicians who used appropriate PFT)a19/43 (38%)37/43 (74%)39/43 (78%)40/43 (80%)41/43 (82%)NANA
 Categorization of the case according to GOLD groups (% of patients who were concordantly diagnosed)5/19 (10%)10/37 (20%)9/39 (18%)12/40 (24%)11/41 (22%)NANA
 Making correct categorization/grouping2/5 (4%)3/10 (6%)2/9 (4%)2/12 (4%)1/11 (2%)NANA
 Guideline-concordant treatment2/2 (4%)3/3 (6%)2/2 (4%)1/2 (2%)1/1 (2%)NANA
 Follow-up2 (4%)1 (2%)1 (2%)1 (2%)1 (2%)NANA
 Recommendations4 (8%)3 (6%)4 (8%)1 (2%)2 (4%)NANA

Note:

The two rates may not be similar, as some physicians made a diagnosis with clinical findings only and did not use a correctly performed spirometry.

Abbreviations: ACOS, asthma–COPD overlap syndrome; GOLD, Global Initiative for Chronic Obstructive Lung Disease; OHS, obesity hypoventilation syndrome; PFT, pulmonary function test.

Independently from failures in the diagnosis and categorization of COPD patients, guideline-concordant treatment rates were 20%, 46%, 84%, 20%, 18%, and 24% in Cases GOLD A-smoker, GOLD A-nonsmoker, GOLD D-smoker, GOLD B-exsmoker, GOLD B-smoker, and ACOS, respectively. The guideline-concordant treatment rates for guideline-concordant diagnosed and categorized patients were 4%, 6%, 4%, 2%, and 2% in Cases GOLD A-smoker, GOLD A-nonsmoker, GOLD D-smoker, GOLD B-exsmoker, GOLD B-smoker, and ACOS, respectively. While the lowest rates for guideline-concordant diagnosis and guideline-concordant treatment were seen in Case GOLD A-smoker and Case ACOS, Case GOLD D-smoker was associated with the highest rates of correct answers (Table 3) (details are presented in Table S2). The rate of guideline-concordant diagnosis among physicians who used appropriate PFT was 38% in Case GOLD A-smoker, whereas the rates increased to 74%, 78%, 80%, and 82% in Case GOLD A-nonsmoker, Case GOLD D-smoker, Case GOLD B-exsmoker, and Case GOLD B-smoker, respectively. However, even when a guideline-concordant diagnosis of COPD was made, only a minority of the physicians (10–24%) used the GOLD classification and gave guideline-concordant treatment (Figure 1).
Figure 1

Rate of guideline-concordant diagnosis and treatment decisions of the physicians according to case scenarios.

Abbreviations: ACOS, asthma–COPD overlap syndrome; GOLD, Global Initiative for Chronic Obstructive Lung Disease.

Discussion

The present study evaluated the physicians’ behaviors on COPD management using fictitious case scenarios and showed that the patients’ characteristics influenced the physicians’ decision making. This influence was more apparent in newly diagnosed patients. The classification of the cases according to the GOLD 2015 criteria was also problematic. Besides, correct parameters were used by 10%–24% of the physicians and correct classification was performed only by 2%–6%. Moreover, only 4–7 of the physicians used the correct tools for decision making. In spite of the problems in the classification, 18%–84% of the physicians prescribed the appropriate treatment. Although Case GOLD A-smoker and Case GOLD A-nonsmoker were newly diagnosed patients, they differed in age and smoking status, which might have led to different rates in guideline-concordant diagnosis (38% vs 74%). In contrast, Case ACOS was concordantly diagnosed by a higher proportion of the physicians. Case OHS was previously misdiagnosed and treated as COPD and was concordantly diagnosed only by eight physicians. Thus, a previous diagnosis of COPD appears to mislead the physicians to continue with the same mistake. Each new encounter should give the physicians a chance to re-evaluate their patients. The distribution of COPD patients among the GOLD categories has been evaluated by several studies. The proportion of cases in GOLD A category is roughly between 30% and 40%.7–9 The national ALPHABET study reported that GOLD A and D were the two most prevalent COPD categories, comprising 41.1% and 25.0% of the patients regularly seen at secondary and tertiary health care centers.3 As these were the most common categories, physicians are expected to diagnose and manage such patients appropriately in accordance with the GOLD guidelines. However, the rates of guideline-concordant diagnosis and treatment were low, possibly due to the tendency of physicians to make decisions based on their clinical experience, particularly in these low-risk groups with lesser symptoms.3 In a multicenter study conducted on 4,094 patients in Italy to investigate whether pulmonologists follow the GOLD guidelines in prescribing COPD treatment, they reported that 62.1% of the patients were receiving inappropriate treatment in accordance with the GOLD recommendations.10 In a study conducted to investigate the rates of adherence to GOLD 2010 guidelines for COPD treatment among pulmonologists in Turkey, overall adherence to GOLD recommendations was 59.5%.11 In another study from Turkey, adherence to guideline recommendations for COPD patients was found to be 48.2%.12 In the present study as well, the rate of guideline-concordant diagnosis among physicians who used appropriate PFT was 38% in Case GOLD A-smoker, while the rates increased to 74%, 78%, 80%, and 82% in Case GOLD A-nonsmoker, Case GOLD D-smoker, Case GOLD B-exsmoker, and Case GOLD B-smoker, respectively. However, even if the guideline-concordant diagnosis of COPD was performed, only a minority (10%–24%) of the physicians used the GOLD classification. The diagnosis of COPD should be based on the evaluation of PFTs; however, several previous studies which evaluated the practice patterns of physicians to diagnose COPD have shown that clinical experience has a significant impact on diagnosis and frequently replaces spirometry. An Italian study reported that for patients examined by general practitioners, the COPD diagnosis was based on the physicians’ decisions in 30%.13 Similarly, another study from Tasmania reported that 30% of the patients diagnosed with COPD had no spirometric evaluation.14 Moreover, a Chinese study reported that 64.3% of the hospitals lacked spirometers for COPD diagnosis.15 A more recent study from China also reported that knowledge about COPD was fairly low among general practitioners.16 In a multinational study including centers from the Europe and the United States, 24% of the COPD patients reported that they had not undergone a spirometry test.17 As can be seen from different population examples, PFTs are not always incorporated in the diagnosis and management of COPD in several parts of the world. The present study showed that spirometry was frequently overlooked in clinical practice in Turkey and that the physicians had problems in interpreting the results when it was performed. It thus appears that despite educational efforts including scientific meetings, webinars, and national guidelines, important issues remain in the diagnosis and guideline-concordant management of COPD patients in Turkey. There is a strong need to re-evaluate the effectiveness of the current educational tools, to assess clinicians’ needs, and to focus more on improving the practice and clinical behavior of pulmonologists caring for COPD patients. Another interesting finding was the relationship between workload and guideline-concordant diagnosis. The median number of patients examined by the physicians was found to be 40 per day, and with a rough calculation, the physicians had only 12 minutes per patient for examination and decision making. The workload was particularly higher in state hospitals. A recent study by Musellim et al,18 however, suggested that in pulmonary practice, the average time allocated to each patient should be 20 minutes and that physicians should spare 25 minutes for patients with chronic lung disorders. In reality, however, under time constraints for each patient, physicians appear to depend more heavily on their clinical experience and possibly use preconceived templates in the evaluation and management of COPD patients. This lack of objective and individual assessment may be another explanation for the low rates of guideline-concordant diagnosis. One of the limitations of the present study was the use of fictitious cases, which might not reflect real-life practices. However, in order to better evaluate the practice patterns, standard questions on standard clinical problems had to be directed to the physicians. Besides, the findings may be an underestimation of the problem, because the physicians would be less likely to make objective and individualized assessments of patients and be more prone to act on their reflexes due to serious time constraints and several distracting factors in the real-life setting. Another limitation could be the relatively low number of participants, which may raise concerns regarding the generalizability of the findings to the Turkish pulmonologist population. However, each participating physician was from a different medical center and each center was chosen from different provinces according to the EuroStat NUTS 2 regions and, thus, the present study population should be a representative sample.

Conclusion

To the best of our knowledge, this is the first study that evaluated the physicians’ behaviors in the process of diagnosis, treatment, and follow-up of COPD. The results of the present study revealed that the management of COPD patients in Turkey was not in accordance with the GOLD recommendations and was rather based on the physicians’ clinical experience. This appeared to be related to heavy workload. Therefore, medical associations and professional societies should put more efforts for advocacy to decrease patient burden on physicians and to improve the quality of patient care. Besides, more work needs to be done both to raise awareness of physicians on evidence-based management of COPD patients and to reflect this knowledge in their clinical practice. There is a need for further studies evaluating the effects of educational interventions on physicians’ knowledge and behavior.
  17 in total

1.  Barriers to the use of spirometry in general practice.

Authors:  Julia A E Walters; Emily Hansen; Peter Mudge; David P Johns; E Haydn Walters; Richard Wood-Baker
Journal:  Aust Fam Physician       Date:  2005-03

2.  Patterns of care for COPD by Japanese physicians.

Authors:  Shunichi Fukuhara; Masaharu Nishimura; Robert J Nordyke; Carol A Zaher; John W Peabody
Journal:  Respirology       Date:  2005-06       Impact factor: 6.424

3.  How far is real life from COPD therapy guidelines? An Italian observational study.

Authors:  Antonio Corrado; Andrea Rossi
Journal:  Respir Med       Date:  2012-04-05       Impact factor: 3.415

4.  Underuse of spirometry by general practitioners for the diagnosis of COPD in Italy.

Authors:  G Caramori; G Bettoncelli; R Tosatto; F Arpinelli; G Visonà; G Invernizzi; B F Novelletto; A Papi; I M Adcock; A Ciaccia
Journal:  Monaldi Arch Chest Dis       Date:  2005-03

5.  Guideline adherence in management of stable chronic obstructive pulmonary disease.

Authors:  Roozbeh Sharif; Christel R Cuevas; Yue Wang; Mohit Arora; Gulshan Sharma
Journal:  Respir Med       Date:  2013-04-30       Impact factor: 3.415

6.  New GOLD classification: longitudinal data on group assignment.

Authors:  Ciro Casanova; Jose M Marin; Cristina Martinez-Gonzalez; Pilar de Lucas-Ramos; Isabel Mir-Viladrich; Borja Cosio; German Peces-Barba; Miryam Calle-Rubio; Ingrid Solanes-García; Ramón Agüero; Alfredo de Diego-Damia; Nuria Feu-Collado; Inmaculada Alfageme; Rosa Irigaray; Eva Balcells; Antonia Llunell; Juan Bautista Galdiz; Margarita Marín; Juan José Soler-Cataluña; Jose Luis Lopez-Campos; Joan B Soriano; Juan P de-Torres
Journal:  Respir Res       Date:  2014-01-13

7.  Continuing to confront COPD International Surveys: comparison of patient and physician perceptions about COPD risk and management.

Authors:  Ana M Menezes; Sarah H Landis; MeiLan K Han; Hana Muellerova; Zaurbek Aisanov; Thys van der Molen; Yeon-Mok Oh; Masakazu Ichinose; David M Mannino; Kourtney J Davis
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2015-01-20

8.  Categorization of COPD patients in Turkey via GOLD 2013 strategy document: ALPHABET study.

Authors:  Hakan Gunen; Mehmet Yilmaz; Oguz Aktas; Pinar Ergun; Mediha Gonenc Ortakoylu; Atike Demir; Pelin Cetinkaya; Alev Gurgun; Muge Otlu; Aykut Cilli; Ufuk Yilmaz; Nurdan Kokturk; Ipek Candemir; Halil Ibrahim Yakar; Idilhan Ar; Aylin Konya
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2015-11-13

9.  Adherence to GOLD guideline treatment recommendations among pulmonologists in Turkey.

Authors:  Elif Sen; Salih Zeki Guclu; Isil Kibar; Ulku Ocal; Veysel Yilmaz; Onur Celik; Filiz Cimen; Fusun Topcu; Meltem Orhun; Hikmet Tereci; Aylin Konya; Idilhan Ar; Sevgi Saryal
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2015-12-10

10.  What should be the appropriate minimal duration for patient examination and evaluation in pulmonary outpatient clinics?

Authors:  Benan Musellim; Sermin Borekci; Gulfidan Uzan; Zafer Hasan Ali Sak; Secil Kepil Ozdemir; Goksel Altinisik; Sinem Agca Altunbey; Nazan Sen; Oguz Kilinc; Arzu Yorgancioglu
Journal:  Ann Thorac Med       Date:  2017 Jul-Sep       Impact factor: 2.219

View more
  1 in total

1.  Validity and Reliability of the Assessment Tool for Asthma (ATA) Questionnaire: the ATA Study.

Authors:  Bilun Gemicioğlu; Dilşad Mungan; Sevim Bavbek; Füsun Yıldız; Mehmet Polatlı; Sibel Naycı; Ferda Öner Erkekol; Hatice Türker; Hakan Günen; Güngor Çamsarı; Öznur Abadoğlu; Arif Çımrın; A Berna Dursun; Özlem Göksel; Seçil Kepil Özdemir; Şermin Börekci; Ömür Aydın; Birsen Ocaklı; Aygün Gür; Arzu Baygul; Zeynep Mısırlıgil
Journal:  Turk Thorac J       Date:  2020-03-01
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.