This booklist is for the certificate, masters, and doctoral programs in health informatics.
| COURSE NO. | COURSE TITLE | INSTRUCTOR | TEXTBOOK | |
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| BMI 5007 | Methods in Health Data Science | Deevakar Rogith, MBBS, PhD |  |
Required Textbooks Thinking and Reasoning: A Very Short Introduction |
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Algorithms Unlocked 9780262518802 Thomas H. Cormen MIT Press 2013-01-01 Amazon Link |
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Data Science 9780262347037 John D. Kelleher, Brendan Tierney MIT Press 2018-04-13 Amazon Link |
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| BMI 5300 | Introduction to Biomedical Informatics | Tiffany Champagne-Langabeer, PhD Kimberly Smith, PhD, MT(ASCP) Dean Sittig, PhD |
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Required Textbooks Health Informatics: Practical Guide Seventh Edition ISBN: 9781387642410 Authors: Robert E. Hoyt, William R. Hersh Publisher: Lulu.com Published: 2018 Amazon Link |
| BMI 5301 | The U.S. Healthcare System | Tiffany Champagne-Langabeer, PhD |  |
Required Textbooks Essentials of the U.S. Health Care System (5th ed.) 9781284156720 Shi, L., &; Singh, D. A. Jones & Bartlett Learning 2019 5th edition Amazon Link |
| BMI 5302 | Introduction to Human Factors in Healthcare | Deevakar Rogith, MBBS, PhD |  |
Required Textbooks Don't Make Me Think, Revisited 9780321965516 Steve Krug Pearson Education 2014-01-01 Amazon Link |
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Information: A Very Short Introduction 9780199551378 Luciano Floridi Oxford University Press 2010-02-25 Amazon Link |
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The Design of Everyday Things 9780465072996 Don Norman Basic Books 2013-11-05 Amazon Link |
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| BMI 5303 | Methods in Human Factors | Amy Franklin, PhD |  |
Required Textbooks No textbook. Required readings (can be Journal articles, book chapters, online blogs, etc.) will be posted every week in the class site. Recommended Textbooks Usability assessment: how to measure the usability of products, services, and systems. Human Factors and Ergonomics Society ISBN-13: 978-0945289494 | ISBN-10: 0945289499 Kortum, P. Human Factors and Ergonomics Society 2016 1st Edition Amazon Link |
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Handbook of human factors and ergonomics in health care and patient safety. ISBN-10: 1138074594 ISBN-13: 978-1138074590 Carayon, Pascale. CRC Press 2017 2nd Edition Amazon Link |
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| BMI 5304 | Advanced Database Concepts | Assaf Gottlieb, PhD |  |
Required Textbooks Database processing: Fundamentals, design, and implementation ISBN-10: 0134802748 | ISBN-13: 978- 0134802749 Kroenke, D., Auer, D., Vandenberg, S. L., Yoder, R.C. Pearson Education Limited 2018 15th Edition Pearson Global Edition and Amazon Link |
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NoSQL distilled: a brief guide to the emerging world of polyglot persistence. ISBN-10: 0321826620 | ISBN-13: 978-0321826626 Sadalage, P. J., & Fowler, M. Pearson Education 2013 1st Edition Amazon Link |
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Recommended Textbooks Fundamentals of Database Systems ISBN-10: 0133970779 | ISBN-13: 978-0133970777 Elmasri, Ramez and Navathe, Shamkant Addison-Wesley Publishing Company 2016 7th Edition Amazon Link |
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Seven databases in seven weeks: A guide to modern databases and the NoSQL movement. ISBN-10: 1680502530| ISBN-13:978-1680502534 Redmond, E., & Wilson J. The Pragmatic Programmers 2018 2nd Edition Amazon Link |
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| BMI 5305 | Legal and Ethical Aspects of Health Informatics | Jonathan Ishee, JD, MPH, MS, LLM |  |
Required Textbooks Legal and ethical aspects of health information management ISBN: 978-0-357-36154-2 McWay, D. C. Delmar Cengage Learning. 2016 5th Edition Amazon Link |
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Ethics, Computing, and Medicine ISBN-13: 978-0521469050 | ISBN-10: 0521469058 Kenneth W. Goodman Cambridge University Press 1998-01-01 Amazon Link |
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| BMI 5306 | Security for Health Information Systems | Juliana Brixey, PhD, MPH, RN |  |
Required Textbooks Splunk 7 Essentials, Third Edition ISBN-13: 978-1788839112 | ISBN-10: 1788839110 J-P Contreras, Steven Koelpin, Erickson Delgado, Elizabeth P Sigman Packt Publishing Ltd 2018-03-29 3rd edition Amazon Link |
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Cybersecurity for Hospitals and Healthcare Facilities 9781484221549 Luis Ayala Apress 2016-09-07 1st Edition Amazon Link |
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Recommended Textbooks Exploring Splunk 9780982550670 David Carasso Cito Research 2012-01-01 Amazon Link |
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow ISBN-13: 978-1491962299 | ISBN-10: 1491962291 Aurélien Géron O'Reilly Media 2017 Amazon Link |
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| BMI 5310 | Foundations of Biomedical Information Sciences I | Yang Gong, MD, PhD |  |
Required Textbooks Biomedical Informatics: Computer Applications in Health Care and Biomedicine (Health Informatics), 4th edition ISBN: 978-1447144731 Authors: Edward H. Shortliffe and James J. Cimino Publisher: Springer Published: 2014 4th edition Amazon Link |
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Guide to Health Informatics, Third Edition ISBN: 9781444170504 Author: Enrico Coiera Publisher: CRC Press Published: 2015 3rd edition Amazon Link |
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| BMI 5311 | Foundations of Biomedical Information Sciences II | Xiaoqian Jiang, PhD and Debora Simmons, PhD, RN, CCNS, FAAN |  |
Required Textbooks Biomedical Informatics: Computer Applications in Health Care and Biomedicine (Health Informatics) ISBN13: 978-1447144731 ISBN-10: 1447144732 Shortliffe, E. H., & Cimino, J. J. 2014 4th Edition Amazon Link |
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Recommended Textbooks Essential Writing Skills for College and Beyond ISBN-10: 1599637596 ISBN-13: 978- 1599637594. Gill, C.M. Writer's Digest Books 2014 Amazon Link |
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Recommended Textbooks Writing for the health professions ISBN-13: 978-1401841928 | ISBN-10: 1401841929 Terryberry, K. J. Cengage Learning. 2005 Amazon Link |
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Studying A Study and Testing a Test 9780781774260 Richard K. Riegelman Lippincott Williams & Wilkins 2012-06-18 Amazon Link |
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| BMI 5313 | Foundations of Electronic Health Records and Clinical Information Systems | Angela Ross, DNP, MPH, PMP, PHCNS-BC |  |
Required Textbooks Health IT and EHRs 9781584265290 Margret Amatayakul 2017-01-01 Amazon Link |
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The Electronic Medical Record- EHRGo Subscription Instructions for sign up in Module 2B https://ehrgo.com |
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Recommended Textbooks Health Informatics: Practical Guide Seventh Edition 9781387642410 William R. Hersh, Robert E. Hoyt Lulu.com 2018-05-23 Amazon Link |
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| BMI 5315 | Quality and Outcome Improvement | Debora Simmons, PhD, RN, CCNS, FAAN |  |
Required Textbooks Introduction to Healthcare Quality Management 9781567939859 Patrice Spath 2018-01-01 Amazon Link |
| BMI 5328 | Systems Analysis and Project Management | Angela Ross, DNP, MPH, PMP, PHCNS-BC |  |
Required Textbooks Systems analysis and design ISBN-10: 0357117816 | ISBN-13: 978-0357117811 Tilley, S. Cengage Learning 2019 12th Edition Amazon Link |
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Guide to the Project Management Body of Knowledge (PMBOK® Guide)–Sixth Edition 9781628253900 Project Management Institute 2017-09-06 Amazon Link |
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Q & A’s for the PMBOK® Guide ISBN-10: 1628254610 | ISBN-13: 978-1628254617 Project Management Institute Project Management Institute, Inc. 2017 6th Edition Amazon Link |
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Effective project management: Traditional, agile, extreme (8th ed.) ISBN-13: 978-1119562801| ISBN-10: 1119562805 Wysocki, R. K. Wiley & Sons 2019 8th Edition Amazon Link Recommended Textbooks Course materials are provided in weekly modules in Canvas and links are provided to other materials. In addition, you are encouraged to share resources with your classmates that you discover and find helpful. |
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| BMI 5329 | Workflow Process Modeling | Juliana Brixey, PhD, MPH, RN |  |
Required Textbooks Workflow Modeling ISBN-10: 1596931922 | ISBN-13: 978-1596931923 Alec Sharp, Patrick McDermott Artech House Publishers 2009-01-01 2nd Edition Amazon Link |
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Recommended Textbooks Evaluation methods in biomedical informatics ISBN-10: 1441920722 | ISBN-13: 978-1441920720 Friedman, C. P., & Wyatt, J Springer Science + Business Media 2010 2nd Edition Amazon Link |
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Biomedical informatics: Computer applications in health care and biomedicine (4th ed.) 9781447144748 Edward H. Shortliffe, James J. Cimino Springer Science & Business Media 2013-12-02 4th Edition Amazon Link |
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| BMI 5330 | Introduction to Bioinformatics | Jim Zheng, PhD |  |
Required Textbooks No Required Reading Recommended Textbooks Discovering genomics, proteomics, and bioinformatics ISBN-10: 0805382194 | ISBN-13: 9780805382198 Campbell, A. M., & Heyer, L. J. CSHL Press 20069 2nd Edition 2011 Amazon Link |
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Bioinformatics and functional genomics ISBN-10: 1118581784 | ISBN-13: 978-1118581780 Pevsner, J. Chichester Wiley-Blackwell. 2015 3rd Edition Amazon Link |
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| BMI 5333 | Systems Medicine: Principles and Practice | Xiaobo Zhou, PhD |  |
Required Textbooks No required textbook Recommended Textbooks Clinical Applications of Multi-Scale Modeling. [Special issue]. Annals of Biomedical Engineering, 44(9) ISSN: 0090-6964 (Print) 1573-9686 (Online). Yankeelov, T. E., Miga, M. I. (Eds.). 2016 Springer.com Link and Amazon Link |
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Systems Medicine 9781493932825 Schmitz, U., Wolkenhauer, O Humana Press 2016 1st Edition Springer Link and Amazon Link |
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| BMI 5334 | Biomedical Data Privacy | Arif, Harmanci, PhD |  |
Required Textbooks No required textbook Recommended Textbooks An Introduction to Cryptography ISBN-10: 1584886188 | ISBN-13: 978-1584886181 Mollin, R. A. Chapman and Hall/CRC 2006 2nd Edition CRCPress.com Link |
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The Algorithmic Foundations of Differential Privacy ISBN-10: 1601988184 | ISBN-13: 978-1601988188 Dwork, C Now Publishers Inc. 2014 Amazon Link |
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| BMI 5351 | Research Design and Evaluation in Biomedical Informatics | Amy Franklin, PhD |  |
Required Textbooks Introduction to Health Research Methods: A Practical Guide 9781284197563 Kathryn H. Jacobsen Jones & Bartlett Publishers 2020-02-20 3rd Edition Amazon Link |
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Recommended Textbooks |
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| BMI 5352 | Statistical Methods in Biomedical Informatics | Pora Kim, PhD, MS |  |
Required Textbooks OpenIntro Statistics 4th Edition ISBN-13: 978-1943450084 | ISBN-10: 1943450080 David Diez, Mine Çetinkaya-Rundel, Christopher Barr November 13, 2019 Fourth Amazon Link |
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Recommended Textbooks Introductory Statistics for the Life and Biomedical Sciences 9781943450121 Julie Vu, David Harrington 2020-07-26 1st OpenIntro Link R (Statistical Software Options) https://cran.r-project.org/index.html and Amazon Link |
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| BMI 5353 | Biomedical Data Analysis | Kirk Roberts, PhD, MS |  |
Required Textbooks Python Data Analysis ISBN-13: 978-1787127487 |ISBN-10: 1787127486 Armando Fandango Packt Publishing Ltd. 2017 Second Amazon Link |
| BMI 5371 | Business and Technical Communication | Kimberly Smith, |
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Required Textbooks Technical Communication: a reader-centered approach ISBN-10: 1305667883 | ISBN-13: 978-1305667884 Anderson, Paul Cengage Learning 2018 9th Edition Amazon Link |
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Made to Stick: Why Some Ideas Survive and Others Die ISBN13: 978-1400064281 ISBN10:1400064287 Heath, C., & Heath, D. Random House Books 2007 Amazon Link Additional PDFs will be made available on Canvas. |
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| BMI 5380 | Principles and Foundations of Public Health Informatics | Myneni, Sahiti, PhD, Mse |  |
Required Textbooks Public Health Informatics and Information Systems 9783030412159 J.A. Magnuson, Brian E. Dixon Springer Nature 2020-07-17 3rd Amazon Link |
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Recommended Textbooks Health Behavior: Theory, Research, and Practice (5th ed) ISBN-13: 978-1118628980 ISBN-10: 1118628985 Glanz, K., Rimer, B. K., Viswanath, K. Jossey-Bass 2015 5th Edition Amazon Link |
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| BMI 5390 | Methods in Pharmacy Informatics | Debora Simmons, PhD, RN, CCNS, FAAN and Julie Forcum, PhD |  |
Required Textbooks Building Core Competencies in Pharmacy Informatics 9781582121444 Brent I. Fox, Margaret R. Thrower, Bill G. Felkey Amer Pharmacists Assn 2010-01-01 Amazon Link |
| BMI 6301 | Health Data Display | Yang Gong, MD, PhD | Required Textbooks None, instead a series of articles and reports relevant to each topic will be listed for each lesson. Recommended Textbooks None |
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| BMI 6305 | Social Dynamics | Amy Franklin, PhD | Required Textbooks The student will be required to read papers assigned by the instructor. Papers will be posted in Canvas with each week’s materials. Recommended Textbooks Additional optional readings may be available on Canvas in conjunction with required readings. |
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| BMI 6308 | Digital Technologies and Analytics for Personalized Health | Myneni, Sahiti, PhD, Mse | Required Textbooks The student will be asked to read journal papers assigned by the course instructor. |
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| BMI 6313 | Scientific Writing in Healthcare | Lex Frieden, MA, LLD (hon) |  |
Required Textbooks
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Science Research Writing: For Native And Non-native Speakers Of English ISBN-10: 1786347849 ISBN-13: 978-1786347848 Hilary Glasman-Deal WSPC 2020-11-27 2nd Edition Amazon Link |
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A Manual for Writers of Research Papers, Theses, and Dissertations, Ninth Edition 9780226430607 Kate L. Turabian University of Chicago Press 2018-04-27 Amazon Link |
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| BMI 6316 | Change Management in Health Informatics | Robert, Murphy, MD |  |
Required Textbooks Diffusion of Innovations, 5th Edition ISBN-10: 0743222091 | ISBN-13: 978-0743222099 Everett M. Rogers Simon and Schuster 2003-08-16 5th Edition Amazon Link Change Management for Health Informatics Case Studies Harvard Business Publishing 8/1/2021 Harvard Link |
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Recommended Textbooks The Case Study Handbook 9781633696150 William Ellet Harvard Business School Press 2018-01-01 Revised Edition Amazon Link |
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| BMI 6324 | Health Information Technology Policy | Jonathan Ishee, JD, MPH, MS, LLM |  |
Required Textbooks A Practical Guide for Policy Analysis The Eightfold Path to More Effective Problem Solving 978-1506368887 Eugene Bardach, Eric M. Patashnik CQ Press 2019-08-22 6th Edition Amazon Link |
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Health Policy Analysis Required Textbooks |
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| BMI 6331 | Medical Imaging and Signal Pattern Recognition | Luca Giancardo, PhD |  |
Recommended Textbooks Digital Image Processing 9780133356724 Rafael C. Gonzalez, Richard Eugene Woods 2018-01-01 Amazon Link |
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Probabilistic Machine Learning 9780262369305 Kevin P. Murphy MIT Press 2022-02-01 https://probml.github.io/pml-book/ and Amazon Link |
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 9781492032595 Aurélien Géron "O'Reilly Media, Inc." 2019-09-05 Amazon Link |
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| BMI 6334 | Deep Learning in Biomedical Informatics | Required Textbooks None Recommended Textbooks None, but a list of online resources will be shared. |
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| BMI 6340 | Health Information Visualization & Visual Analytics | Johnson, Todd, PhD |  |
Required Textbooks Recommended Textbooks |
| BMI 7150 | Research Seminar | Elmer Bernstam, MD, MSE | No Textbook Required | |
| BMI 7151 | Seminar in Precision Medicine | Zhongming Zhao, PhD, MS | No Textbook Required | |
| BMI 7302 | Theories and Frameworks | Susan Fenton, PhD, RHIA, FAHIMA | Required Textbooks None. Readings will be posted each week in the course site on Canvas. |
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| BMI 7303 | Critical Review of BMI Literature | Susan Fenton, PhD, RHIA, FAHIMA |  |
Required Textbooks Health Sciences Literature Review Made Easy: The Matrix Methodb 978-1284211177 Judith Garrard Jones & Bartlett Learning 2021 6th Edition Amazon Link Additional readings will be posted each week in the course site on Canvas. |
| BMI 7351 | Evidence-based Health Informatics Practice | Angela Ross, DNP, MPH, PMP, PHCNS-BC; Debora Simmons, PhD, RN, CCNS, FAAN ; Kimberly A. Smith, PhD, MT(ASCP) |  |
Required Textbooks Johns Hopkins Nursing Evidence-Based Practice, Third edition: Model & Guidelines 9781940446974 Deborah Dang, Sandra L. Dearholt Sigma Theta Tau 2017-10-16 3rd edition Amazon Link |
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Studying a Study and Testing a Test 9781975120900 Richard K. Riegelman Wolters Kluwer Health 2020 7th edition Amazon Link |
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Recommended Textbooks Health Informatics: Practical Guide Seventh Edition 9781387642410 William R. Hersh, Robert E. Hoyt Lulu.com 2018-05-23 7th edition Amazon Link |
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How to Write and Publish a Scientific Paper, 8th Edition 9781440842634 Barbara Gastel, Robert A. Day ABC-CLIO 2016-03-28 Amazon Link |
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Science Research Writing for Non-native Speakers of English |
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A Manual for Writers of Research Papers, Theses, and Dissertations, Ninth Edition |
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Research Design and Methods: A Process Approach |