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Information Use Behavior of Clinicians in
          Evidence-Based Medicine Process in Thailand
                               Somrux Sahapong MA*, Lampang Manmart PhD*,
                                 Dusadee Ayuvat PhD*, Somkiat Potisat MD**

     Part of a thesis entitle: Role and competencies of medical information professionals in evidence-based medicine.
                          PhD in Information Studies Program, Khon Kaen University, Thailand.
              * Department of Humanities & Social Sciences, Khon Kaen University, Khon Kaen, Thailand
                   ** Department of Medical Service, Ministry of Public Health, Nonthaburi, Thailand


Objective: To investigate the information-use behavior of Thai clinicians in the evidence-based medicine
(EBM) process.
Material and Method: Based on the survey research, 198 questionnaires were sent to EBM clinicians working
in public hospitals in Thailand. The data were analyzed by mean, percentage, and factor analysis.
Results: One hundred and fifty-seven questionnaires (79.3%) were returned. The results revealed that 52.9%
of the clinicians used EBM process in clinical practice at a high level and 41.4% at a moderate level. Most
respondents (91.7%) used information for supporting their teaching and learning process as well as for
professional self-development. About two-third used information for supporting their clinical decision. The
types of information that the clinicians used in high percentage were research articles from medical journals
(89.7%), systematic reviews (83.4%), textbooks, and reference books in the medical field (80.8%). The
information resources that were often used including Internet resources (84.1%), hospital or medical school
libraries (73.7%), expert consultation (59.8%), and the medical record unit (41.9%). Most of the respondents
(89.7%) used PubMed, search engine (85.6%) and Cochrane Library (56.4%) as the tools for accessing
information. Most respondents frequently had accessed to information 2-3 days a week and 93.7% of them
preferred to access information resources via the Internet by themselves at their office or home. For searching
strategies, most clinicians used key words (95%). In the present study, 20 variables were designed to test the
factors correlated with the clinicians’ information use. The results showed that the six variables (information
use, EBM use, experience, organization, competency, and educational background) were significantly
correlated with information used by clinicians in EBM process.
Conclusion: Most Thai clinicians in the present study used EBM process. They regularly searched information
by themselves with simple strategy. The results of the present study could be used for planning to improve the
quality of clinicians in EBM practice. Since information use is important in using EBM, all hospitals should
have adequate facilities to provide medical information for clinical practice. Relevant data from the present
study may be useful for planning the use of EBM process and to further researches.

Keywords: Evidence-based medicine, EBM, Medical information-seeking behavior, Clinician information use

J Med Assoc Thai 2009; 92 (3): 435-41
Full text. e-Journal: http://www.mat.or.th/journal


         Evidence-based medicine (EBM) has been               the care of individual patients(1). The important steps
defined as the conscious, explicit, and judicious use         of EBM practice include the patients’ problem
of current best evidence in making decisions about            identification, searching and appraising the evidence,
                                                              clinical application, and assessing the outcomes. In
                                                              EBM process, clinicians in daily practice use the best
Correspondence to: Sahapong S, Division of Learning
Resource Administration, Faculty of Medicine, Ramathibodi
                                                              available evidence and patient preference for their
Hospital, Mahidol University, Bangkok 10400, Thailand.        decision-making. The introduction of evidence-based
Phone: 0-2201-2339, Fax: 0-2354-7268                          medicine has improved the medical care, lessened


J Med Assoc Thai Vol. 92 No. 3 2009                                                                                     435
clinical malpractice, and protected the patient rights.      study, 4) Determining the application to the patient,
It has been assigned to medical curriculum(2-9).             and 5) Evaluating the result in the patient(18). There
          Since EBM involved in using the best current       were 23 questions in this part. (Step 1: one question,
evidence literature to provide the best possible care        step 2: three questions, step 3: ten questions, Step 4:
for the patient, the lifelong learning becomes the           five questions and step 5: four questions). The
prominent part in the EBM process. The lifelong              respondents were asked to give their opinion on the
learning is the clinicians’ impetus to enrich their          frequency of performance (regularly, sometimes,
knowledge and proceed to the best clinical practice.         rarely, and never). These variables were recoded via
To become a lifelong learner, the clinician should           SPSS into low (24-38 points), moderate (39-53 points),
be competent in searching and using the best                 and high (54-68 points) categories to facilitate the
evidence from high-quality research resources. The           presentation of variable analysis.
common obstacles of using the EBM process are                          The clinician’s use of information in the EBM
the time constraint, the ineffective accessible of           process included the frequency, objective, how to use,
information, clinician’s attitude, and their skill on        types of information, resources and tools, strategy in
information technology(10-13). Today, many clinicians        information searching, and factors evaluated with
are increasingly interested in the information techno-       the information use of clinicians.
logy and online searching devices(14-16).                              One hundred and ninety-eight questionnaires
          EBM is now worldwide accepted for clinical         were distributed to the specific clinicians using EBM
practice. In Thailand, the interest in EBM has been          process in public hospitals in Thailand. The hospitals
continuously increasing since the last decade. It has        were divided into two groups: university and non-
been gradually embedded in medical education and             university hospitals. In the authors’ opinion, the use
transmitted into clinical practice(17). Many practicing      of EBM process and supporting of IT infrastructure
clinicians realize the benefits of using EBM process. In     of these two groups might be different. These factors
this aspect, information use behavior of the clinician       might have the effects on EBM usage.
is very important. In Thailand, a study regarding the                  The Statistical Package for the Social Sciences
clinician using EBM process and information use              (SPSS), version 11.5 was used to analyze mean, standard
behavior is not yet available. Therefore, the main           deviation, percentage, and factor analysis.
objective of the present study was to investigate the                  Explanatory Factor Analysis (EFA) was used
information use behavior of Thai clinicians in EBM           to extract the factors correlated with the clinician
process.                                                     information use. EFA was used for a well-established
                                                             multi-item instrument, simply to verify the scale’s
Material and Method                                          unidimensionality. Another example of preliminary
          The present study was a survey research.           evaluation applying EFA to a set of self-report instru-
The authors developed closed-end questionnaires              ments used the pervasiveness of the first factor to
from theories and related literatures in EBM process         evaluate the possibility of same-method bias before
and information usage. The questionnaires comprised          testing hypotheses(19). Less consequential purposes
of six parts: demographic characteristics, use of EBM        involved the use of EFA for a preliminary evaluation
process, information usage, problems in information          of variables. In other words, the EFA serves as a
usage, attitude in information use and roles, and com-       subsidiary role, merely helping in preparation for the
petencies of Thai medical information professionals          hypothesis testing that is the central purpose of the
(MIPs). In the present article, only the first three parts   present study.
were presented.
          Demographic characteristics included general       Results
profile, computers and Internet literacy, and online                  One hundred and fifty-seven of 198
database literacy. The competency levels on computers        questionnaires (79.3%) were returned. The results
and Internet literacy and online database literacy were      were as follows:
graded into expert, good, fair, novice, and not used.
          The use of EBM process involved into five          Demographic characteristics
steps: 1) Setting a clear and answerable clinical                     General profile
question, 2) Searching the relevant studies from the                  The majority of the respondents were male
literature, 3) Performing the critical appraisal of the      (66.2%). The mean age was 44.8 years (SD = 7.5) with a


436                                                                             J Med Assoc Thai Vol. 92 No. 3 2009
range of 28-59 years. The mean duration of experience                     The EBM process usage in clinical practice
in EBM was 8.1 years (SD = 5.2) with a range of 1-30                      In this part, the results from 23 questions were
years. The highest educational background was                   analyzed. For the setting of a clinical question,
diploma for special training, 3-5 years after Doctor of         only 15.3% of clinicians did it regularly. Most of them
Medicine (MD) graduate, in 75.8%. Others were MD                (50.3%) formulated a clinical questions on some
graduated. The experience and activities related to             occasions. To search the relevant studies, most
EBM were as follows: attended EBM were information              clinicians did it by themselves at the library and
searching training session (61.1%), performed the               information service center. They also consulted
clinical research (45.2%), writing the literatures and          other clinicians to find the answers. Some asked for
textbooks (33.1%), and the member of EBM group                  assistance from a librarian or MIPs. Most clinicians
(23.2%) The majority of the respondents worked in               critically appraised the evidence. In clinical practice
university hospitals (57.3%).                                   besides clinical evidences, most clinicians also used
                                                                other information for decision making.
          Computer and Internet literacy                                  For clinical application, most respondents
          Details of the computer and Internet literacy         often considered the acceptance of the patients and
are shown in Table 1. In comparing the computer and             their cousins (37.0%), the expenditure of clinical
Internet literacy of respondents working in university          practice (53.2%), the debate of stakeholder and society
hospitals and those working in non-university                   (25.8%), the result of the clinical practice (65.8%), and
hospitals, the authors found higher competency in the           the expectation of the clinical practice (65.8%).
former group.                                                             For the last step of EBM process (the evalu-
                                                                ating of clinical practice), most respondents regularly
         Online database literacy                               used the result of clinical practice (63.5%), the patients
         Details of the online database literacy are            satisfaction (49.0%), the satisfaction of their cousins
shown in Table 2. Clinicians in university hospitals            (33.6%), and the method to improve the better clinical
used PubMed (Clinical Queries, Cochrane Library,                practice (52.3%).
ACP Journal Club and EBM Journals Website                                 The level of EBM usage of the clinicians in
more than non-university clinicians. For UpToDate               the present study is shown in Table 3. Only 5.7% was
information database, more use was observed in the              in low level. Most of them were in moderate to high
non-university group.                                           level.

Table 1. Computer and internet literacy

Technology                          University hospitals (percentage)             Non-university hospitals (percentage)

                             Expert       Good   Fair   Novice      Not use    Expert    Good    Fair   Novice    Not use

Computer literacy              15.6       50.0   30.0     2.2           2.2     13.4     50.7    32.8     3.1        0.0
Internet                       15.6       48.9   31.1     2.2           2.2     19.4     44.8    31.3     4.5        0.0
Computer include Internet      17.8       50.0   27.8     2.2           2.2     14.9     46.3    32.8     6.0        0.0



Table 2. Online database literacy

Databases                      University public hospitals (percentage)        Non-university public hospitals (percentage)

                             Expert       Good   Fair   Novice      Not use    Expert    Good    Fair   Novice    Not use

PubMed (Clinical Queries)      20.0       47.8   25.6     3.3         3.3       12.5     46.7    28.1     3.3        9.4
UpToDate                        5.7       18.2   30.7     5.6        39.8        7.8     31.3    26.0     3.0       32.8
Cochrane Library               13.5       33.7   38.2     5.6         9.0        1.5     30.8    40.0     4.6       23.1
ACP Journal Club                8.0       12.5   30.7     7.9        40.9        0.0     12.5    29.7     4.7       53.1
EBM Journal Website            10.3       12.6   33.8     3.3        40.0        4.6     15.4    33.3    11.1       35.6



J Med Assoc Thai Vol. 92 No. 3 2009                                                                                    437
Table 3. Level of EBM usage of Thai clinicians                similar medical terms (75.8%), medical subject
                                                              headings (MeSH) (72.6%), the clinical queries in
Levels of EBM usage                              Percentage   PubMed (60.7%), and expert consultation (28.4%).
                                                 (n = 157)

Low level of EBM usage (24-38)                      5.7
                                                                        Factors correlated with the information
Moderate level of EBM usage (39-53)                41.4       use of clinicians
High level of EBM usage (54-68)                    52.9                 The factors correlated with the information
                                                              usage were shown as the result from factor analysis.
                                                              Related to the literature reviews and theories including
The use of information in EBM process                         the data collected from the respondents, the 20
         The frequency of information use                     variables were grouped and classified into four
         Most clinicians used information 2-3 days            categories; demographic characteristics (6 variables),
per week (60.5%). Only 26.5% of clinicians used               EBM process usage (4 variables), environment (3
information every day.                                        variables) and information usage (5 variables). Twenty
                                                              variables were analyzed by Principal Component
         The purposes of information use                      Analysis. The result showed that the Kaiser-Meyer-
         Most respondents used information for                Olkin (KMO) was 0.73. The Bartlett’s test of Sphericity
supporting their teaching and learning processes              Chi-Square was 1168.394 (p-value < 0.000). For factor
(91.7%) as well as professional self development              extraction, each variable was dependent because To-
(89.8%) but 66.5% of them use information for                 tal Variance Explained (Initial Eigenvalues) was < 1.
supporting their clinical decision.                           There were six factors that reached significant level
                                                              and Rotation Sums of Squared Loadings Cumulative
         How to use information                               was 63.7%. The rotation technique of the suitable
         Most respondents searched information by             variables used Orthogonal Rotation by Varimax
themselves (93.7%). Few asked for service from MIPs           method at 25 circles.
(11.6%). Most respondents performed information                         The present result showed that the deter-
searching at their offices (87.8%) and at their homes         minant in Correlation Matrix was 8.77 (p-value >
(73.6%). About 50% used the facilities at the hospital        0.0001). The Multicollinearity Correlation was not
library.                                                      high. The loading factor was 0.30. The component
                                                              extraction was six factors comprising information
          Types of information                                usage, EBM usage, clinician experience, organization,
          Clinicians obtained many types of information       competency, and educational background.
such as research articles from medical journals (89.7%),
systematic review (83.4%), and textbooks and reference        Discussion
books in the medical field (80.8%).                                    The results of the present study revealed
                                                              moderate to high levels of EBM usage by Thai
          Resources/Tools for information search              clinicians for their patients’ care, although not all
          The information resources that the most             steps of EBM process were performed. The present,
respondents often used were Internet resources                results may not be applicable to all clinicians in
(84.1%), hospital or medical school libraries (73.7%),        Thailand, since the study population was specific to
the expert in clinical practice (59.8%), and the medical      the public general hospital. However, there is a sign
record unit (41.9%). For the tools used for accessing         that the use of EBM in clinical practice is growing.
information, most respondents used PubMed (89.7%),            Most respondents have some experiences in EBM
search engine (85.6%), and Cochrane Library (56.4%)           process. At present many medical schools in Thailand
(Table 4).                                                    have incorporated EBM into their curriculum(17) .
                                                              Because of their many benefits, EBM practices are
         Strategy in searching information                    welcomed by most clinicians around the world.
         There were several strategic methods that                     The present study shows that most clinicians
clinicians used to search for information. More than          use information for 2-3 days per week. They search
95% of the clinicians used keywords. Other strategies         information by themselves at their offices and at home.
were Boolean operator (AND, OR, NOT) (76.4%),                 Few respondents ask for service from librarians or


438                                                                              J Med Assoc Thai Vol. 92 No. 3 2009
Table 4. Resources/Tools for information searching

Resources/Tools for information searching                                  Percentage of use (n = 157)

                                                             Most          Moderate           Seldom         Least

Resources for information searching
   Medical record unit                                        7.7            34.2              46.5           11.6
   Laboratory                                                 3.9            29.9              48.7           17.5
   Museum                                                     1.4             9.2              33.8           55.6
   Library inside the hospital                               19.2            54.5              19.2            3.1
   Library outside the hospital                               5.8            23.7              41.7           28.8
   Foreign library                                            7.9            19.5              23.7           48.9
   Patient’s profile                                          9.9            33.1              37.1           19.9
   Patient’s cousin                                           3.3            25.8              44.4           26.5
   Expert in clinical practice                                7.2            52.6              31.6            9.6
   The Internet                                              33.8            50.3              13.2            2.7
Tools for information searching
   PubMed                                                    58.1            31.6               7.1            3.2
   UpToDate                                                  12.3            21.9              32.3           33.5
   Ovid                                                      16.8            28.4              36.0           23.8
   Embase                                                     5.2             9.6              43.9           41.3
   Cochrane Library                                          14.7            41.7              30.8           12.8
   ACP Journal Club                                           5.2            18.7              38.7           37.4
   OPAC (Online Public Access Catalog) of the library         5.3            14.5              34.8           45.4
    inside the hospital or medical school
   CD-Rom                                                     3.2            25.2              38.7           32.9
   Search engine                                             30.5            35.1              22.1           12.3
   Index database                                             5.9            24.2              39.2           30.7
   Bibliographic database                                     3.9            19.6              42.5           34.0



MIPs. These indicate that Thai clinicians are confident    for clinical evidence and is widely used by most
in using information. The other possibility is that they   respondents in the present study, it does not include
do not know about the relevant services available.         all the relevant and useful information. Many medical
          Most clinicians use information searched         libraries have subscribed other databases such as
for teaching and learning as well as for professional      Cochrane Library, UpToDate, and Ovid etc. to support
self-development. Two-third of clinicians uses it to       the EBM process. Thai clinicians should learn to use
make clinical decisions. These patterns are similar to     all available databases to obtain the benefit from them
many studies. Recent review of the evidence on the         and perform the synergy to retrieve the best evidence.
information seeking behavior of clinicians shows that                 The results of the present study revealed
most individual clinicians’ needs are related to their     that most clinicians used research articles from medical
clinical practices(20).                                    journals and systematic reviews. They should have
          The present study revealed that most             more knowledge on other resources and expertise to
respondents used the Internet as the information           search for the relevant articles effectively. Previous
resource in EBM process, which is similar to many          study found that one of a major obstacle for most
studies(21,22) . PubMed was the most used tool by          physicians in an optimal strategy to search informa-
Thai clinicians. The study of Ajuwon(21) in Nigerian       tion in databases(24). For systematic review searching,
physicians also has similar findings. PubMed is the        the searcher needs to be an expert and understands
well-known free health science bibliographic database      about data structure and functions of bibliographic
and the best cross linkage to other databases. The         and specialized databases as well as technical
information obtained from literature searches in           knowledge and methodology(25).
PubMed has a significant impact on patient care and                   The other major obstacle to EBM practice is
clinical outcomes(23). Although this database is useful    time constraint especially in less developed countries


J Med Assoc Thai Vol. 92 No. 3 2009                                                                            439
where clinicians are usually busy with their                8. McDonagh RJ, Hurwitz B. Lying in the bed
patients’ care. Some clinicians are reluctant to use           we’ve made: reflection on some unintended
EBM. Proper training, easy to use strategy, or personal        consequences of clinical practice guidelines in the
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aspect, capable librarians, MIPs or other related              996-8.
personnel would be helpful. There are several kinds of     12. Boissin FG. Information-seeking behaviour and use
work that these personnel can play significant roles in        of the Internet by French general practitioners:
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or other relevant knowledge, searching information,            analysis of the emergency-care physician
and assisting in the appraisal of evidence. Therefore,         to inform the role of the clinical librarian: a
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should be closer.                                              124-32.
                                                           14. Magrabi F, Coiera EW, Westbrook JI, Gosling AS,
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พฤติกรรมการใช้สารสนเทศของแพทย์ในกระบวนการเวชปฏิบตเชิงประจักษ์ในประเทศไทย
                                                ั ิ

สมรักษ์ สหพงศ์, ลำปาง แม่นมาตย์, ดุษฎี อายุวฒน์, สมเกียรติ โพธิสตย์
                                            ั                   ั

วัตถุประสงค์: เพื่อศึกษาพฤติกรรมการใช้สารสนเทศของแพทย์ที่ใช้เวชปฏิบัติเชิงประจักษ์ (EBM) ในประเทศไทย
วัสดุและวิธีการ: ทำการศึกษาในกลุ่มแพทย์ที่ปฏิบัติงานในโรงพยาบาลของรัฐที่เป็นมหาวิทยาลัยและไม่เป็น
มหาวิทยาลัย จำนวน 198 คน โดยวิธการสำรวจ ทำการวิเคราะห์ขอมูลโดยสถิตเชิงพรรณนาและการวิเคราะห์ตวแปร
                                   ี                               ้      ิ                                     ั
ผลการศึกษา: มีผู้ตอบแบบสอบถาม 157 คน (ร้อยละ 79.3) ส่วนใหญ่ใช้ EBM ในเวชปฏิบัติในระดับสูง (ร้อยละ
52.9) และปานกลาง (ร้อยละ 41.1) กว่าร้อยละ 90 หาสารสนเทศเพือสนับสนุนการเรียนการสอนและการพัฒนาตนเอง
                                                                 ่
ประมาณ 2 ใน 3 ใช้สารสนเทศในการตัดสินทางคลินิก รูปแบบของสารสนเทศที่แพทย์ใช้มาก คือ ผลงานวิจัยจาก
วารสารการแพทย์ ร้อยละ 89.7 การทบทวนอย่างเป็นระบบ (systematic review) ร้อยละ 83.4 ตำราและหนังสืออ้างอิง
ร้อยละ 80.8 สำหรับแหล่งที่มาของข้อมูลสารสนเทศ ได้แก่ อินเตอร์เน็ต (ร้อยละ 84.1) ห้องสมุด (ร้อยละ 73.7)
การปรึกษาผู้เชี่ยวชาญ (ร้อยละ 59.8) และเวชระเบียน (ร้อยละ 41.9) แพทย์ส่วนใหญ่ใช้ PubMed (ร้อยละ 89.7)
Search Engine ต่าง ๆ (ร้อยละ 85.6) และ Cochrane Library (ร้อยละ 56.4) ส่วนมากใช้เวลาในการค้นหาข้อมูล
สารสนเทศ 2 ถึง 3 วัน ในหนึ่งสัปดาห์ และมักจะค้นหาเองจากอินเตอร์เน็ตที่ทำงานหรือที่บ้าน ส่วนกลยุทธ์ในการ
สืบค้นข้อมูล แพทย์ส่วนมากใช้คำสำคัญหรือคำหลัก ในการศึกษานี้ในการนำตัวแปร 20 ตัว มาทดสอบหาปัจจัย
ที่มีความสัมพันธ์กับการใช้สารสนเทศของแพทย์ ซึ่งพบว่ามี 6 ปัจจัยที่มีความสัมพันธ์กับการใช้สารสนเทศของแพทย์
ในกระบวนการ EBM ได้แก่ การใช้สารสนเทศ การใช้ EBM ประสบการณ์ สภาพแวดล้อมขององค์กร ความรู้
ความสามารถ และระดับการศึกษา
สรุป: แพทย์สวนใหญ่ใช้ EBM และเห็นความสำคัญของการใช้สารสนเทศ ส่วนใหญ่สบค้นสารสนเทศด้วยวิธธรรมดา
              ่                                                                 ื                          ี
ข้อมูลจากการศึกษาจะใช้ในการวางแผนเพื่อพัฒนาคุณภาพของแพทย์ EBM ทุกโรงพยาบาลควรมีการจัดหา
สิ ่ ง อำนวยความสะดวกในการใช้ ส ารสนเทศที ่ ม ี ป ระสิ ท ธิ ภ าพ ผลจากการศึ ก ษาครั ้ ง นี ้ จ ะมี ป ระโยชน์ ส ำหรั บ
การวางแผนในการ พัฒนาการใช้ EBM ในประเทศไทยต่อไป



J Med Assoc Thai Vol. 92 No. 3 2009                                                                              441

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Evidence-Based Medicine Process in Thailand

  • 1. Information Use Behavior of Clinicians in Evidence-Based Medicine Process in Thailand Somrux Sahapong MA*, Lampang Manmart PhD*, Dusadee Ayuvat PhD*, Somkiat Potisat MD** Part of a thesis entitle: Role and competencies of medical information professionals in evidence-based medicine. PhD in Information Studies Program, Khon Kaen University, Thailand. * Department of Humanities & Social Sciences, Khon Kaen University, Khon Kaen, Thailand ** Department of Medical Service, Ministry of Public Health, Nonthaburi, Thailand Objective: To investigate the information-use behavior of Thai clinicians in the evidence-based medicine (EBM) process. Material and Method: Based on the survey research, 198 questionnaires were sent to EBM clinicians working in public hospitals in Thailand. The data were analyzed by mean, percentage, and factor analysis. Results: One hundred and fifty-seven questionnaires (79.3%) were returned. The results revealed that 52.9% of the clinicians used EBM process in clinical practice at a high level and 41.4% at a moderate level. Most respondents (91.7%) used information for supporting their teaching and learning process as well as for professional self-development. About two-third used information for supporting their clinical decision. The types of information that the clinicians used in high percentage were research articles from medical journals (89.7%), systematic reviews (83.4%), textbooks, and reference books in the medical field (80.8%). The information resources that were often used including Internet resources (84.1%), hospital or medical school libraries (73.7%), expert consultation (59.8%), and the medical record unit (41.9%). Most of the respondents (89.7%) used PubMed, search engine (85.6%) and Cochrane Library (56.4%) as the tools for accessing information. Most respondents frequently had accessed to information 2-3 days a week and 93.7% of them preferred to access information resources via the Internet by themselves at their office or home. For searching strategies, most clinicians used key words (95%). In the present study, 20 variables were designed to test the factors correlated with the clinicians’ information use. The results showed that the six variables (information use, EBM use, experience, organization, competency, and educational background) were significantly correlated with information used by clinicians in EBM process. Conclusion: Most Thai clinicians in the present study used EBM process. They regularly searched information by themselves with simple strategy. The results of the present study could be used for planning to improve the quality of clinicians in EBM practice. Since information use is important in using EBM, all hospitals should have adequate facilities to provide medical information for clinical practice. Relevant data from the present study may be useful for planning the use of EBM process and to further researches. Keywords: Evidence-based medicine, EBM, Medical information-seeking behavior, Clinician information use J Med Assoc Thai 2009; 92 (3): 435-41 Full text. e-Journal: http://www.mat.or.th/journal Evidence-based medicine (EBM) has been the care of individual patients(1). The important steps defined as the conscious, explicit, and judicious use of EBM practice include the patients’ problem of current best evidence in making decisions about identification, searching and appraising the evidence, clinical application, and assessing the outcomes. In EBM process, clinicians in daily practice use the best Correspondence to: Sahapong S, Division of Learning Resource Administration, Faculty of Medicine, Ramathibodi available evidence and patient preference for their Hospital, Mahidol University, Bangkok 10400, Thailand. decision-making. The introduction of evidence-based Phone: 0-2201-2339, Fax: 0-2354-7268 medicine has improved the medical care, lessened J Med Assoc Thai Vol. 92 No. 3 2009 435
  • 2. clinical malpractice, and protected the patient rights. study, 4) Determining the application to the patient, It has been assigned to medical curriculum(2-9). and 5) Evaluating the result in the patient(18). There Since EBM involved in using the best current were 23 questions in this part. (Step 1: one question, evidence literature to provide the best possible care step 2: three questions, step 3: ten questions, Step 4: for the patient, the lifelong learning becomes the five questions and step 5: four questions). The prominent part in the EBM process. The lifelong respondents were asked to give their opinion on the learning is the clinicians’ impetus to enrich their frequency of performance (regularly, sometimes, knowledge and proceed to the best clinical practice. rarely, and never). These variables were recoded via To become a lifelong learner, the clinician should SPSS into low (24-38 points), moderate (39-53 points), be competent in searching and using the best and high (54-68 points) categories to facilitate the evidence from high-quality research resources. The presentation of variable analysis. common obstacles of using the EBM process are The clinician’s use of information in the EBM the time constraint, the ineffective accessible of process included the frequency, objective, how to use, information, clinician’s attitude, and their skill on types of information, resources and tools, strategy in information technology(10-13). Today, many clinicians information searching, and factors evaluated with are increasingly interested in the information techno- the information use of clinicians. logy and online searching devices(14-16). One hundred and ninety-eight questionnaires EBM is now worldwide accepted for clinical were distributed to the specific clinicians using EBM practice. In Thailand, the interest in EBM has been process in public hospitals in Thailand. The hospitals continuously increasing since the last decade. It has were divided into two groups: university and non- been gradually embedded in medical education and university hospitals. In the authors’ opinion, the use transmitted into clinical practice(17). Many practicing of EBM process and supporting of IT infrastructure clinicians realize the benefits of using EBM process. In of these two groups might be different. These factors this aspect, information use behavior of the clinician might have the effects on EBM usage. is very important. In Thailand, a study regarding the The Statistical Package for the Social Sciences clinician using EBM process and information use (SPSS), version 11.5 was used to analyze mean, standard behavior is not yet available. Therefore, the main deviation, percentage, and factor analysis. objective of the present study was to investigate the Explanatory Factor Analysis (EFA) was used information use behavior of Thai clinicians in EBM to extract the factors correlated with the clinician process. information use. EFA was used for a well-established multi-item instrument, simply to verify the scale’s Material and Method unidimensionality. Another example of preliminary The present study was a survey research. evaluation applying EFA to a set of self-report instru- The authors developed closed-end questionnaires ments used the pervasiveness of the first factor to from theories and related literatures in EBM process evaluate the possibility of same-method bias before and information usage. The questionnaires comprised testing hypotheses(19). Less consequential purposes of six parts: demographic characteristics, use of EBM involved the use of EFA for a preliminary evaluation process, information usage, problems in information of variables. In other words, the EFA serves as a usage, attitude in information use and roles, and com- subsidiary role, merely helping in preparation for the petencies of Thai medical information professionals hypothesis testing that is the central purpose of the (MIPs). In the present article, only the first three parts present study. were presented. Demographic characteristics included general Results profile, computers and Internet literacy, and online One hundred and fifty-seven of 198 database literacy. The competency levels on computers questionnaires (79.3%) were returned. The results and Internet literacy and online database literacy were were as follows: graded into expert, good, fair, novice, and not used. The use of EBM process involved into five Demographic characteristics steps: 1) Setting a clear and answerable clinical General profile question, 2) Searching the relevant studies from the The majority of the respondents were male literature, 3) Performing the critical appraisal of the (66.2%). The mean age was 44.8 years (SD = 7.5) with a 436 J Med Assoc Thai Vol. 92 No. 3 2009
  • 3. range of 28-59 years. The mean duration of experience The EBM process usage in clinical practice in EBM was 8.1 years (SD = 5.2) with a range of 1-30 In this part, the results from 23 questions were years. The highest educational background was analyzed. For the setting of a clinical question, diploma for special training, 3-5 years after Doctor of only 15.3% of clinicians did it regularly. Most of them Medicine (MD) graduate, in 75.8%. Others were MD (50.3%) formulated a clinical questions on some graduated. The experience and activities related to occasions. To search the relevant studies, most EBM were as follows: attended EBM were information clinicians did it by themselves at the library and searching training session (61.1%), performed the information service center. They also consulted clinical research (45.2%), writing the literatures and other clinicians to find the answers. Some asked for textbooks (33.1%), and the member of EBM group assistance from a librarian or MIPs. Most clinicians (23.2%) The majority of the respondents worked in critically appraised the evidence. In clinical practice university hospitals (57.3%). besides clinical evidences, most clinicians also used other information for decision making. Computer and Internet literacy For clinical application, most respondents Details of the computer and Internet literacy often considered the acceptance of the patients and are shown in Table 1. In comparing the computer and their cousins (37.0%), the expenditure of clinical Internet literacy of respondents working in university practice (53.2%), the debate of stakeholder and society hospitals and those working in non-university (25.8%), the result of the clinical practice (65.8%), and hospitals, the authors found higher competency in the the expectation of the clinical practice (65.8%). former group. For the last step of EBM process (the evalu- ating of clinical practice), most respondents regularly Online database literacy used the result of clinical practice (63.5%), the patients Details of the online database literacy are satisfaction (49.0%), the satisfaction of their cousins shown in Table 2. Clinicians in university hospitals (33.6%), and the method to improve the better clinical used PubMed (Clinical Queries, Cochrane Library, practice (52.3%). ACP Journal Club and EBM Journals Website The level of EBM usage of the clinicians in more than non-university clinicians. For UpToDate the present study is shown in Table 3. Only 5.7% was information database, more use was observed in the in low level. Most of them were in moderate to high non-university group. level. Table 1. Computer and internet literacy Technology University hospitals (percentage) Non-university hospitals (percentage) Expert Good Fair Novice Not use Expert Good Fair Novice Not use Computer literacy 15.6 50.0 30.0 2.2 2.2 13.4 50.7 32.8 3.1 0.0 Internet 15.6 48.9 31.1 2.2 2.2 19.4 44.8 31.3 4.5 0.0 Computer include Internet 17.8 50.0 27.8 2.2 2.2 14.9 46.3 32.8 6.0 0.0 Table 2. Online database literacy Databases University public hospitals (percentage) Non-university public hospitals (percentage) Expert Good Fair Novice Not use Expert Good Fair Novice Not use PubMed (Clinical Queries) 20.0 47.8 25.6 3.3 3.3 12.5 46.7 28.1 3.3 9.4 UpToDate 5.7 18.2 30.7 5.6 39.8 7.8 31.3 26.0 3.0 32.8 Cochrane Library 13.5 33.7 38.2 5.6 9.0 1.5 30.8 40.0 4.6 23.1 ACP Journal Club 8.0 12.5 30.7 7.9 40.9 0.0 12.5 29.7 4.7 53.1 EBM Journal Website 10.3 12.6 33.8 3.3 40.0 4.6 15.4 33.3 11.1 35.6 J Med Assoc Thai Vol. 92 No. 3 2009 437
  • 4. Table 3. Level of EBM usage of Thai clinicians similar medical terms (75.8%), medical subject headings (MeSH) (72.6%), the clinical queries in Levels of EBM usage Percentage PubMed (60.7%), and expert consultation (28.4%). (n = 157) Low level of EBM usage (24-38) 5.7 Factors correlated with the information Moderate level of EBM usage (39-53) 41.4 use of clinicians High level of EBM usage (54-68) 52.9 The factors correlated with the information usage were shown as the result from factor analysis. Related to the literature reviews and theories including The use of information in EBM process the data collected from the respondents, the 20 The frequency of information use variables were grouped and classified into four Most clinicians used information 2-3 days categories; demographic characteristics (6 variables), per week (60.5%). Only 26.5% of clinicians used EBM process usage (4 variables), environment (3 information every day. variables) and information usage (5 variables). Twenty variables were analyzed by Principal Component The purposes of information use Analysis. The result showed that the Kaiser-Meyer- Most respondents used information for Olkin (KMO) was 0.73. The Bartlett’s test of Sphericity supporting their teaching and learning processes Chi-Square was 1168.394 (p-value < 0.000). For factor (91.7%) as well as professional self development extraction, each variable was dependent because To- (89.8%) but 66.5% of them use information for tal Variance Explained (Initial Eigenvalues) was < 1. supporting their clinical decision. There were six factors that reached significant level and Rotation Sums of Squared Loadings Cumulative How to use information was 63.7%. The rotation technique of the suitable Most respondents searched information by variables used Orthogonal Rotation by Varimax themselves (93.7%). Few asked for service from MIPs method at 25 circles. (11.6%). Most respondents performed information The present result showed that the deter- searching at their offices (87.8%) and at their homes minant in Correlation Matrix was 8.77 (p-value > (73.6%). About 50% used the facilities at the hospital 0.0001). The Multicollinearity Correlation was not library. high. The loading factor was 0.30. The component extraction was six factors comprising information Types of information usage, EBM usage, clinician experience, organization, Clinicians obtained many types of information competency, and educational background. such as research articles from medical journals (89.7%), systematic review (83.4%), and textbooks and reference Discussion books in the medical field (80.8%). The results of the present study revealed moderate to high levels of EBM usage by Thai Resources/Tools for information search clinicians for their patients’ care, although not all The information resources that the most steps of EBM process were performed. The present, respondents often used were Internet resources results may not be applicable to all clinicians in (84.1%), hospital or medical school libraries (73.7%), Thailand, since the study population was specific to the expert in clinical practice (59.8%), and the medical the public general hospital. However, there is a sign record unit (41.9%). For the tools used for accessing that the use of EBM in clinical practice is growing. information, most respondents used PubMed (89.7%), Most respondents have some experiences in EBM search engine (85.6%), and Cochrane Library (56.4%) process. At present many medical schools in Thailand (Table 4). have incorporated EBM into their curriculum(17) . Because of their many benefits, EBM practices are Strategy in searching information welcomed by most clinicians around the world. There were several strategic methods that The present study shows that most clinicians clinicians used to search for information. More than use information for 2-3 days per week. They search 95% of the clinicians used keywords. Other strategies information by themselves at their offices and at home. were Boolean operator (AND, OR, NOT) (76.4%), Few respondents ask for service from librarians or 438 J Med Assoc Thai Vol. 92 No. 3 2009
  • 5. Table 4. Resources/Tools for information searching Resources/Tools for information searching Percentage of use (n = 157) Most Moderate Seldom Least Resources for information searching Medical record unit 7.7 34.2 46.5 11.6 Laboratory 3.9 29.9 48.7 17.5 Museum 1.4 9.2 33.8 55.6 Library inside the hospital 19.2 54.5 19.2 3.1 Library outside the hospital 5.8 23.7 41.7 28.8 Foreign library 7.9 19.5 23.7 48.9 Patient’s profile 9.9 33.1 37.1 19.9 Patient’s cousin 3.3 25.8 44.4 26.5 Expert in clinical practice 7.2 52.6 31.6 9.6 The Internet 33.8 50.3 13.2 2.7 Tools for information searching PubMed 58.1 31.6 7.1 3.2 UpToDate 12.3 21.9 32.3 33.5 Ovid 16.8 28.4 36.0 23.8 Embase 5.2 9.6 43.9 41.3 Cochrane Library 14.7 41.7 30.8 12.8 ACP Journal Club 5.2 18.7 38.7 37.4 OPAC (Online Public Access Catalog) of the library 5.3 14.5 34.8 45.4 inside the hospital or medical school CD-Rom 3.2 25.2 38.7 32.9 Search engine 30.5 35.1 22.1 12.3 Index database 5.9 24.2 39.2 30.7 Bibliographic database 3.9 19.6 42.5 34.0 MIPs. These indicate that Thai clinicians are confident for clinical evidence and is widely used by most in using information. The other possibility is that they respondents in the present study, it does not include do not know about the relevant services available. all the relevant and useful information. Many medical Most clinicians use information searched libraries have subscribed other databases such as for teaching and learning as well as for professional Cochrane Library, UpToDate, and Ovid etc. to support self-development. Two-third of clinicians uses it to the EBM process. Thai clinicians should learn to use make clinical decisions. These patterns are similar to all available databases to obtain the benefit from them many studies. Recent review of the evidence on the and perform the synergy to retrieve the best evidence. information seeking behavior of clinicians shows that The results of the present study revealed most individual clinicians’ needs are related to their that most clinicians used research articles from medical clinical practices(20). journals and systematic reviews. They should have The present study revealed that most more knowledge on other resources and expertise to respondents used the Internet as the information search for the relevant articles effectively. Previous resource in EBM process, which is similar to many study found that one of a major obstacle for most studies(21,22) . PubMed was the most used tool by physicians in an optimal strategy to search informa- Thai clinicians. The study of Ajuwon(21) in Nigerian tion in databases(24). For systematic review searching, physicians also has similar findings. PubMed is the the searcher needs to be an expert and understands well-known free health science bibliographic database about data structure and functions of bibliographic and the best cross linkage to other databases. The and specialized databases as well as technical information obtained from literature searches in knowledge and methodology(25). PubMed has a significant impact on patient care and The other major obstacle to EBM practice is clinical outcomes(23). Although this database is useful time constraint especially in less developed countries J Med Assoc Thai Vol. 92 No. 3 2009 439
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  • 7. Libr 2006; 3: 12. Acad Med 2003; 78: 270-4. 22. Carney PA, Poor DA, Schifferdecker KE, Gephart 24. Schaafsma F, Hulshof C, de Boer A, van Dijk F. DS, Brooks WB, Nierenberg DW. Computer use Effectiveness and efficiency of a literature search among community-based primary care physician strategy to answer questions on the etiology of preceptors. Acad Med 2004; 79: 580-90. occupational diseases: a controlled trial. Int 23. Crowley SD, Owens TA, Schardt CM, Wardell SI, Arch Occup Environ Health 2007; 80: 239-47. Peterson J, Garrison S, et al. A Web-based 25. McGowan J, Sampson M. Systematic reviews need compendium of clinical questions and medical systematic searchers. J Med Libr Assoc 2005; 93: evidence to educate internal medicine residents. 74-80. พฤติกรรมการใช้สารสนเทศของแพทย์ในกระบวนการเวชปฏิบตเชิงประจักษ์ในประเทศไทย ั ิ สมรักษ์ สหพงศ์, ลำปาง แม่นมาตย์, ดุษฎี อายุวฒน์, สมเกียรติ โพธิสตย์ ั ั วัตถุประสงค์: เพื่อศึกษาพฤติกรรมการใช้สารสนเทศของแพทย์ที่ใช้เวชปฏิบัติเชิงประจักษ์ (EBM) ในประเทศไทย วัสดุและวิธีการ: ทำการศึกษาในกลุ่มแพทย์ที่ปฏิบัติงานในโรงพยาบาลของรัฐที่เป็นมหาวิทยาลัยและไม่เป็น มหาวิทยาลัย จำนวน 198 คน โดยวิธการสำรวจ ทำการวิเคราะห์ขอมูลโดยสถิตเชิงพรรณนาและการวิเคราะห์ตวแปร ี ้ ิ ั ผลการศึกษา: มีผู้ตอบแบบสอบถาม 157 คน (ร้อยละ 79.3) ส่วนใหญ่ใช้ EBM ในเวชปฏิบัติในระดับสูง (ร้อยละ 52.9) และปานกลาง (ร้อยละ 41.1) กว่าร้อยละ 90 หาสารสนเทศเพือสนับสนุนการเรียนการสอนและการพัฒนาตนเอง ่ ประมาณ 2 ใน 3 ใช้สารสนเทศในการตัดสินทางคลินิก รูปแบบของสารสนเทศที่แพทย์ใช้มาก คือ ผลงานวิจัยจาก วารสารการแพทย์ ร้อยละ 89.7 การทบทวนอย่างเป็นระบบ (systematic review) ร้อยละ 83.4 ตำราและหนังสืออ้างอิง ร้อยละ 80.8 สำหรับแหล่งที่มาของข้อมูลสารสนเทศ ได้แก่ อินเตอร์เน็ต (ร้อยละ 84.1) ห้องสมุด (ร้อยละ 73.7) การปรึกษาผู้เชี่ยวชาญ (ร้อยละ 59.8) และเวชระเบียน (ร้อยละ 41.9) แพทย์ส่วนใหญ่ใช้ PubMed (ร้อยละ 89.7) Search Engine ต่าง ๆ (ร้อยละ 85.6) และ Cochrane Library (ร้อยละ 56.4) ส่วนมากใช้เวลาในการค้นหาข้อมูล สารสนเทศ 2 ถึง 3 วัน ในหนึ่งสัปดาห์ และมักจะค้นหาเองจากอินเตอร์เน็ตที่ทำงานหรือที่บ้าน ส่วนกลยุทธ์ในการ สืบค้นข้อมูล แพทย์ส่วนมากใช้คำสำคัญหรือคำหลัก ในการศึกษานี้ในการนำตัวแปร 20 ตัว มาทดสอบหาปัจจัย ที่มีความสัมพันธ์กับการใช้สารสนเทศของแพทย์ ซึ่งพบว่ามี 6 ปัจจัยที่มีความสัมพันธ์กับการใช้สารสนเทศของแพทย์ ในกระบวนการ EBM ได้แก่ การใช้สารสนเทศ การใช้ EBM ประสบการณ์ สภาพแวดล้อมขององค์กร ความรู้ ความสามารถ และระดับการศึกษา สรุป: แพทย์สวนใหญ่ใช้ EBM และเห็นความสำคัญของการใช้สารสนเทศ ส่วนใหญ่สบค้นสารสนเทศด้วยวิธธรรมดา ่ ื ี ข้อมูลจากการศึกษาจะใช้ในการวางแผนเพื่อพัฒนาคุณภาพของแพทย์ EBM ทุกโรงพยาบาลควรมีการจัดหา สิ ่ ง อำนวยความสะดวกในการใช้ ส ารสนเทศที ่ ม ี ป ระสิ ท ธิ ภ าพ ผลจากการศึ ก ษาครั ้ ง นี ้ จ ะมี ป ระโยชน์ ส ำหรั บ การวางแผนในการ พัฒนาการใช้ EBM ในประเทศไทยต่อไป J Med Assoc Thai Vol. 92 No. 3 2009 441