평가

도나 F. 스트룹, 박사, 석사

솔루션을위한 데이터, Inc.

"우리는 학계, 규제 기관 및 국제 고객을 위해 다양한 메타분석을 수행합니다. 연구 설계 및 결과 측정과 관련하여 각기 다른 도전 과제를 제시합니다. 이러한 작업에서 CMA가 매우 유용하다는 것을 알게 되었습니다. 다양한 데이터 요소(연구 설계, 여러 결과, 공변인/혼합 변수)를 캡처하고 계산의 세부 사항을 제시하는 소프트웨어의 능력은 우리 작업의 신뢰성에 중요한 역할을 합니다. 사용의 용이성과 다양한 형식의 그래픽을 생성할 수 있는 기능은 보고서 작성에 도움이 됩니다. 많은 경우 CMA의 결과를 다른 패키지(예: SAS)에서 복제해야 하는 경우가 있습니다. CMA의 지원 담당자는 항상 이러한 복제 작업에서 매우 도움이 되었으며, 모든 경우에서 CMA의 결과가 복제되었습니다. CMA는 메타분석 연구의 과학적 신뢰성을 높이는 데 있어 훌륭한 도구입니다."

리처드 M. 로젠펠드, MD, MPH

뉴욕 브루클린 SUNY 다운스테이트 메디컬 센터 이비인후과 교수 겸 회장, 저널 편집자 및 의장, 가이드라인 개발 태스크포스, 미국 이비인후과 아카데미 – 두경부 수술

"Comprehensive Meta‐Analysis is a fabulous program for research synthesis, combining ease of use with advanced features not available in standard statistical packages or competing stand‐alone products. The program is ideal for independent analysis or reanalyzing data from another published review (including Cochrane reviews) to explore subgroups, moderator variables, and clinically relevant measures of effect size. Forest and funnel plots can be easily created and customized for publicationquality graphics. As editor in chief of Otolaryngology – Head and Neck Surgery, I find the program indispensable for preparing a quarterly installment, The Cochrane Corner, which highlights a relevant Cochrane review and provides expert commentary to aid clinicians in applying and understanding the results. I strongly recommend this program to novice and experienced meta‐analysts alike."

제임스 맥킬롭

"As a behavioral scientist who is newly developing expertise in using meta‐analysis, I have found CMA to be an invaluable tool. It is user‐friendly, but avoids superficiality and provides me with all the necessary technical depth I need. I have found CMA to be an outstanding program."

Gary H Lyman, MD, MPH, FRCP (Edin)

듀크 대학교 의과 대학 의학 교수 및 비교 효과 및 결과 연구 책임자, 듀크 종합 암 센터, 듀크 임상 건강 정책 연구 센터 선임 연구원, 더럼, 노스캐롤라이나

"The program in Comparative Effectiveness and Outcomes Research at Duke University conducts multiple systematic reviews and meta‐analyses each year for professional organizations as well as under both federal and industry sponsored research initiatives. While we use various programs tailored for specific individual projects including those developed in‐house, we have found Comprehensive Meta‐Analysis (CMA) to be a very facile, adaptable and yet comprehensive package meeting the needs for much of our research and generating publication‐quality graphics. My confidence in the analytic algorithms is buoyed by my knowledge of several of the developers of CMA and based on extensive comparison of results with other algorithms including our own. CMA is also an exceptional educational tool and universally embraced by trainees and young investigators initiating careers in evidence‐based medicine and statistical analysis."

루이 파브르 MD, PhD

회장, Fabre-Kramer Pharmaceuticals Inc.

"The meta‐analysis program is easy to use and provides me with information that would be hard to get by any other means. I analyze a lot of data and, believe it or not, use the meta‐analysis program every day. I am not a statistician, but the results I produce have routinely been verified by statistical consultants costing large amounts for their confirmatory analyses. Without verification, I have used the results to make important decisions regarding a potential billion dollar a year product. At night I wonder, “What would I have done without this great program.”"

Xiang-Sheng Chen, MD, PhD

중국 CDC 난징 20042, 중국 국립질병통제센터 교수 겸 부국장

"We bought the CMA software for professional perpetual version at the beginning of this year, and we have used it to do meta-analyses for several studies and trained the postgraduate students already. The friendly spreadsheet, easy-understandable dialog, not programming and modifiable output style make use of the software to do a meta-analysis convenient. The most fabulous point is that it can extend the traditional comparison of two groups to estimation of effect size in one group and generic point estimates. In summary, this software is an efficient and user-friendly tool for scientists to do a study related to meta-analysis."

요한 순드스트롬

스웨덴 웁살라 대학 병원

"CMA makes the complicated easy. I use it in my research, but in fact I've also used it in the clinic, to summarize evidence for treatment decisions."

야마나카 타케하루 박사

국립 규슈 암 센터, 일본 암 생물 통계학 연구소

"Comprehensive Meta‐Analysis is an indispensable tool for efficient problem solving in meta‐analyses. Regardless of whether or not you are a statistician, the software leads you to the world of meta‐analysis quickly. Comprehensive Meta‐Analysis is extremely easy to use and understand and it is a terrific product."

Dr. Catherine Sherrington

호주 시드니 대학교 조지 글로벌 보건 연구소 선임 연구원

"I have now used Comprehensive Meta‐Analysis in five meta‐analyses and highly recommend it. Its structure and accompanying resources particularly assist researchers with clinical rather than statistical backgrounds to avoid important errors in data entry and analysis. Comprehensive Meta‐Analysis enables meta‐analysis methods recommended by leading statisticians and meta‐analysts to be used by researchers internationally."

코디 딩

미주리대학교 세인트루이스캠퍼스

"I have used Comprehensive Meta‐Analysis for the past six years in my research activities. It has become a part of my research life. I use it for literature review, to compare and contrast differences in findings, and to search for insight in empirical studies. Comprehensive Meta‐Analysis helps me enhance my research productivity, efficiency, and quality."

Click here for more testimonials

일하는 사람들
포괄적인 메타 분석

10일 체험판 다운로드


"Comprehensive Meta‐Analysis software is like a magic wand. The simple and clear interface (like an Excel sheet) will guide you to do complicated meta‐analysis within only a few clicks. The comprehensive formats included in the software allow researchers to input the data in various ways. It provides clear outputs and high‐resolution graphs which can be imported to Microsoft Word. I especially love the feature that shows you the calculation steps so you can check whether you’ve run it correctly. It also provides advanced sub‐group analysis, moderator analysis, meta‐regression, and publication‐bias analysis. This software is a lifesaver! Meta‐analysis becomes very easy with the help of Comprehensive Meta‐Analysis. I am sure I will use this software for upcoming meta‐analyses in the future."

Jih‐Hsuan Lin (Tammy), Ph.D. Candidate - Media and Information Studies Program, Department of Telecommunication, Information Studies and Media, Michigan State University, East Lansing, MI


"우리는 학계, 규제 기관 및 국제 고객을 위해 다양한 메타분석을 수행합니다. 연구 설계 및 결과 측정과 관련하여 각기 다른 도전 과제를 제시합니다. 이러한 작업에서 CMA가 매우 유용하다는 것을 알게 되었습니다. 다양한 데이터 요소(연구 설계, 여러 결과, 공변인/혼합 변수)를 캡처하고 계산의 세부 사항을 제시하는 소프트웨어의 능력은 우리 작업의 신뢰성에 중요한 역할을 합니다. 사용의 용이성과 다양한 형식의 그래픽을 생성할 수 있는 기능은 보고서 작성에 도움이 됩니다. 많은 경우 CMA의 결과를 다른 패키지(예: SAS)에서 복제해야 하는 경우가 있습니다. CMA의 지원 담당자는 항상 이러한 복제 작업에서 매우 도움이 되었으며, 모든 경우에서 CMA의 결과가 복제되었습니다. CMA는 메타분석 연구의 과학적 신뢰성을 높이는 데 있어 훌륭한 도구입니다."

Donna F. Stroup, 박사, 석사 - Data for Solutions, Inc.


"Comprehensive Meta‐Analysis is a fabulous program for research synthesis, combining ease of use with advanced features not available in standard statistical packages or competing stand‐alone products. The program is ideal for independent analysis or reanalyzing data from another published review (including Cochrane reviews) to explore subgroups, moderator variables, and clinically relevant measures of effect size. Forest and funnel plots can be easily created and customized for publicationquality graphics. As editor in chief of Otolaryngology – Head and Neck Surgery, I find the program indispensable for preparing a quarterly installment, The Cochrane Corner, which highlights a relevant Cochrane review and provides expert commentary to aid clinicians in applying and understanding the results. I strongly recommend this program to novice and experienced meta‐analysts alike."

Richard M. Rosenfeld, MD, MPH - Professor and Chairman of Otolaryngology, SUNY Downstate Medical Center, Brooklyn, NY, Journal Editor and Chair, Guideline Development Task Force, American Academy of Otolaryngology – Head and Neck Surgery


"The program in Comparative Effectiveness and Outcomes Research at Duke University conducts multiple systematic reviews and meta‐analyses each year for professional organizations as well as under both federal and industry sponsored research initiatives. While we use various programs tailored for specific individual projects including those developed in‐house, we have found Comprehensive Meta‐Analysis (CMA) to be a very facile, adaptable and yet comprehensive package meeting the needs for much of our research and generating publication‐quality graphics. My confidence in the analytic algorithms is buoyed by my knowledge of several of the developers of CMA and based on extensive comparison of results with other algorithms including our own. CMA is also an exceptional educational tool and universally embraced by trainees and young investigators initiating careers in evidence‐based medicine and statistical analysis."

Gary H Lyman, MD, MPH, FRCP (Edin) - Professor of Medicine and Director, Comparative Effectiveness and Outcomes Research, Duke University School of Medicine, and the Duke Comprehensive Cancer Center, Senior Fellow, Duke Center for Clinical Health Policy Research, Durham, NC

채드 나이, 박사

전무 이사, 센트럴 플로리다 대학, 자폐증 및 관련 장애 센터, 올랜도, 플로리다

"Comprehensive Meta‐Analysis (CMA) is one of those rare tools in the research arsenal that does what it is purports to and makes both the process and output understandable. I have used CMA for seven years in my own meta‐analytic work and in EBP workshops and courses. The ease of learning the program application and the resulting output make for a wonderful data analysis and learning tool."

마이클 W. 허블 박사

부교수, 대학원 및 원격 프로그램, 응급 의료 프로그램 책임자, 웨스턴 캐롤라이나 대학교, Cullowhee, NC

"CMA is an incredible software package for the novice and experienced researcher alike. It offers a sophisticated array of analytical techniques, yet retains the flexibility to adapt to your specific application. The interface is intuitive and user‐friendly, and frees the user to focus on the analysis rather than the software. I use CMA in my graduate biostatistics course and recommend it to all of my faculty colleagues as well. The software is a joy to use!"

Regina M. Cusson, PhD, NNP‐BC, APRN, FAAN

교수 & 부학장, 학술 업무 및 고급 실습, 코네티컷 대학교, 간호 학교

"Comprehensive Meta‐Analysis is a gem. Students are able to return to our computer lab to complete a meta‐analysis assignment independently after an initial faculty demonstration session. The software facilitates application of complex concepts with real data, helping students see the power of the metaanalysis process."

Jih‐Hsuan Lin (Tammy), Ph.D. Candidate

미디어 및 정보 연구 프로그램, 통신, 정보 연구 및 미디어학과, 미시간 주립 대학, 이스트 랜싱, MI

"Comprehensive Meta‐Analysis software is like a magic wand. The simple and clear interface (like an Excel sheet) will guide you to do complicated meta‐analysis within only a few clicks. The comprehensive formats included in the software allow researchers to input the data in various ways. It provides clear outputs and high‐resolution graphs which can be imported to Microsoft Word. I especially love the feature that shows you the calculation steps so you can check whether you’ve run it correctly. It also provides advanced sub‐group analysis, moderator analysis, meta‐regression, and publication‐bias analysis. This software is a lifesaver! Meta‐analysis becomes very easy with the help of Comprehensive Meta‐Analysis. I am sure I will use this software for upcoming meta‐analyses in the future."

Seth M. Noar, Ph.D.

노스캐롤라이나 대학교 채플힐 후스만 저널리즘 및 미디어 스쿨 교수

"Comprehensive Meta‐Analysis is, in my view, the best meta‐analysis software on the market and a "must have" for any meta‐analyst. Before I used this software, I was convinced that specialized metaanalysis software was not necessary at all. At that time, I used my own Excel spreadsheets and SPSS to run meta‐analysis. In fact, I only tried CMA because I needed a way to make forest plots. Once I tried it, however, I was sold. I could not believe how user friendly it was and how much it could do. Suddenly not only was meta‐analysis more efficient, but, more importantly, I could run all types of analyses that previously were not available with the software I had been using. I have since used the program to conduct and publish several meta‐analyses. Given how great the program is, I require it when I teach my graduate meta‐analysis seminar. Students always seem surprised when they see how easy it is to use, as this is certainly not the norm in statistical software. Thus, our graduate students seem to greatly value CMA as a key resource for conducting meta‐analysis."

Karen Larwin, Ph.D.

교육 재단, 연구 기술 및 리더십, Beeghly 교육 대학, 영스 타운 주립 대학, 영스 타운, 오하이오

"Thank you for developing Comprehensive Meta‐Analysis. It is by far the best tool available for today’s meta‐analytic researcher. It provides flexibility for all possible types of data, it produces great colorful graphical displays, and the product support is unmatched! I have used a number of different programs for conducting meta‐analytic research over the last ten years, and CMA is the only product I recommend to my students and colleagues."

앨런 윌슨

조교수, 오번 대학교, 수산 및 연합 양식

"I recently taught an introduction to meta‐analysis course to graduate students from diverse disciplines including ecology, kinesiology, economics, forestry, veterinary medicine, family studies, and plant pathology. I planned to use another meta‐analysis software package, but learned about CMA one week before the first day of class. Given the variety of options available in CMA, I thought that CMA might be a better fit for my class. In one week, Michael Borenstein sent me the necessary supplementary materials to prepare me for including CMA in the course. CMA is very intuitive and easily accessible for broad meta‐analytic applications. Any questions about CMA were quickly and thoroughly answered. Moreover, the supporting textbook associated with CMA is a must have resource for anyone interested in meta‐analysis as it easily explains complicated analytical concepts. In short, CMA is a great software package for meta‐analysis. I will use CMA again the next time I teach my introduction to metaanalysis course."

에드워드 J 멀렌

Willma & Albert Musher 교수, Columbia University

"I have used Comprehensive Meta‐analysis as the primary course software for a doctoral‐level course on systematic review and meta‐analysis methods which I have taught at Columbia University. The software, documentation, and tutorial materials have made the teaching and learning of meta‐analysis methods stimulating, efficient, and enjoyable. While the methods of meta‐analysis can be daunting to students, this program and supporting materials provide clear guidance and hands‐on experience which greatly enrich the learning process. Based on my experience I think that Comprehensive Meta‐analysis should be required in any course dealing with the subject."

Edward Mills PhD, MSc

LLM 캐나다, 연구 위원장, 건강 과학 학부, 오타와 대학교

"I have used Comprehensive Meta‐Analysis since I was a student and it has been the basis for dozens of meta‐analysis publications since then. The strengths of the software include its intuitive approaches to statistical issues, ease of use, and clear presentation of the data. Journals appreciate that important changes in figures can be made rapidly and clearly. This has also been an excellent tool for teaching students and colleagues about conducting meta‐analysis ‐ students enjoy the clarity of presentation and ease of use. With all the ease of use, it is important to note that the software allows a variety of statistical approaches that may be difficult to implement in other software, from choices of metaregression effects to presentations of heterogeneity. For my group, this software is indispensable."

Dr. Karina De Santis (PhD)

통계 및 연구 방법 강사, 제이콥스 대학교, 브레멘 gGmbH 인문 사회 과학 학교, 브레멘, 독일

"The program is a perfect companion to Borenstein et al's book since it allowed my students to try the concepts discussed in the book. We have done most of the computations by hand first and then checked our answers with CMA. This gave the students 'a feel' for meta‐analysis and made them realise that the method is not just about feeding some abstract numbers into a black box and getting a meaningless number at the end. Instead, using the book and the program together the students learned the maths behind the computations and the meaning of the final results. I found the help manual especially user‐friendly and ready for classroom use. My students were able to get most of the exercises done at home such that we had the time to discuss the answers and their implications in class."

Ricardo Botelho, MD, Ph.D.

대학원 과정 ‐ IAMSPE, 상파울루, 브라질

"I was interested in learning how to do a systematic review and meta‐analysis. I've done several courses but couldn't evolve to a complete analysis due to the limitations of available software. Then I became aware of "Comprehensive Meta‐Analysis". The program is very intuitive and the book "Introduction to Meta‐Analysis" is the most objective I've ever read in this topic. I have recommended to those interested in starting training in systematic review to begin by this book and software."

Click here for more testimonials

일하는 사람들
포괄적인 메타 분석

10일 체험판 다운로드


"CMA is an incredible software package for the novice and experienced researcher alike. It offers a sophisticated array of analytical techniques, yet retains the flexibility to adapt to your specific application. The interface is intuitive and user‐friendly, and frees the user to focus on the analysis rather than the software. I use CMA in my graduate biostatistics course and recommend it to all of my faculty colleagues as well. The software is a joy to use!"

Dr. Michael W. Hubble - Associate Professor, Graduate and Distance Program, Director, Emergency Medical Care Program, Western Carolina University, Cullowhee, NC


"Comprehensive Meta‐Analysis is a gem. Students are able to return to our computer lab to complete a meta‐analysis assignment independently after an initial faculty demonstration session. The software facilitates application of complex concepts with real data, helping students see the power of the metaanalysis process."

Regina M. Cusson, PhD, NNP‐BC, APRN, FAAN - Professor & Associate Dean, Academic Affairs & Advanced Practice, University of Connecticut, School of Nursing


"I recently taught an introduction to meta‐analysis course to graduate students from diverse disciplines including ecology, kinesiology, economics, forestry, veterinary medicine, family studies, and plant pathology. I planned to use another meta‐analysis software package, but learned about CMA one week before the first day of class. Given the variety of options available in CMA, I thought that CMA might be a better fit for my class. In one week, Michael Borenstein sent me the necessary supplementary materials to prepare me for including CMA in the course. CMA is very intuitive and easily accessible for broad meta‐analytic applications. Any questions about CMA were quickly and thoroughly answered. Moreover, the supporting textbook associated with CMA is a must have resource for anyone interested in meta‐analysis as it easily explains complicated analytical concepts. In short, CMA is a great software package for meta‐analysis. I will use CMA again the next time I teach my introduction to metaanalysis course."

Alan Wilson - Assistant Professor, Auburn University, Fisheries and Allied Aquacultures


"I have used Comprehensive Meta‐analysis as the primary course software for a doctoral‐level course on systematic review and meta‐analysis methods which I have taught at Columbia University. The software, documentation, and tutorial materials have made the teaching and learning of meta‐analysis methods stimulating, efficient, and enjoyable. While the methods of meta‐analysis can be daunting to students, this program and supporting materials provide clear guidance and hands‐on experience which greatly enrich the learning process. Based on my experience I think that Comprehensive Meta‐analysis should be required in any course dealing with the subject."

Edward J Mullen - Willma & Albert Musher Professor, Columbia University


"In our one‐week meta‐analysis course in Utrecht, The Netherlands, we used three different software programs, and CMA was most popular, especially for those student who had to do a lot of calculations since CMA did it all for them."

Maroeska Rovers - Associate professor in clinical epidemiology, Julius Center of Health Sciences and Primary Care, University Medical Center, Utrecht, The Netherlands


"Being the lecturer for the course on meta‐analysis for the JSSS in Cambridge [the Social Science Research Methods Course programme, a shared platform for providing research students with a broad range of quantitative and qualitative research methods skills that are relevant across the social sciences], I am really forward looking forward to familiarising students with the programme. I found CMA unbelievably flexible‐‐and it wouldn't take students long to familiarise with it given how user‐friedly the programme is."

Dr. Maria M. Ttofi - Leverhulme and Newton Trust Fellow, Post‐doctoral Researcher, Institute of Criminology, University of Cambridge Research Fellow, Wolfson College

이메일 뉴스레터 구독하기

유효한 이메일이 필요합니다.
새로운 메타분석 워크샵과 소프트웨어 기능에 대해 알아보고 연구에 도움이 되는 특별한 도구를 받아보세요.

포괄적인 메타 분석

소프트웨어 이미지

종합 메타 분석(CMA)은 메타 분석을 위한 강력한 컴퓨터 프로그램입니다. 이 프로그램은 사용 편의성과 다양한 계산 옵션 및 정교한 그래픽을 결합합니다.