1 Slide 1 Keeping a Lab Notebook Basic Principles and Best Practices Philip Ryan, PhD Scientific Program Analyst Office of Intramural Training and Education Welcome to the National Institutes of Health, Office of Intramural Training and Education s Webinar on Keeping a Lab Notebook. This is intended to be a first step in understanding the basic principles and some of the best practices for keeping a sound scientific notebook. While these are widely considered to be the basics, the ultimate decision on what kind of lab notebook, the format, and the content will be determined by the principal investigator for whom you work.
2 Slide 2 Introductory material What is a lab notebook? Overview What are the different types of lab notebooks? Lab notebook do s and don'ts Structure and organization Lab notebook ethics Examples of good notebooks In this Webinar, we will define what a lab notebook is both practically and philosophically. We will discuss the different types of notebooks and the advantages and disadvantages of each. We will cover some of the basics do s and don ts in keeping a lab notebook including appropriate content for the notebook, how much detail you should include, and some of the ethical considerations in keeping a notebook. Finally, we will show some examples of what a good lab notebook looks like.
3 Slide 3 A Lab Notebook Is Complete record of procedures, reagents, data, and thoughts to pass on to other researchers Explanation of why experiments were initiated, how they were performed, and the results Legal document to prove patents and defend your data against accusations of fraud Scientific legacy in the lab To get started, we need to understand what a lab notebook is, what it is not, and why it is important to keep a good notebook. A lab notebook is a complete record of procedures (the actions you take), the reagents you use, the observations you make (these are the data), and the relevant thought processes that would enable another scientist to reproduce your observations. This generally includes an explanation of why the experiments were done, including any necessary background and references, how the experiments were performed and the results of the experiments. It is important to understand that your lab notebook is a legal document. In the case that your research contributes to the issuing of a patent, it will be closely scrutinized because it documents your group s claim to the discovery. Also, if any allegations of fraud are brought against your published work, your lab notebook is used to validate your findings and defend your claims. Another way to view your notebook is that it is your scientific legacy for that lab. Long after you have moved on from the lab, your notebook will remain and be referenced. Others will be building on the research that you are doing now and it is imperative that they can replicate what you have done. A proper notebook will allow those who come after you to do that. A poorly kept notebook will not. Ultimately, your lab notebook is how you will be remembered during this time in your career.
4 Slide 4 A journal A Lab Notebook Is Not A record of communications A place to compile lab protocols/manuals Yours to take home A common misunderstanding about a lab notebook is that it is a journal for your scientific or personal musings. It is not. There is a difference between recording a hypothesis to be tested by a specific experiment and writing down ideas about how things might work. Thinking about the possible directions of your research and theorizing about how a system works is often how scientific breakthroughs are made. However, these thoughts and ideas should not be kept in your lab notebook. Likewise, your lab notebook is not where you should keep a record of conversations or communications you have with your boss or labmates. Your lab notebook is also not the place to copy or store protocols from commercial product manuals. By documenting the company and product, you can reference the manual in your procedures. Most importantly, your lab notebook is not yours. It belongs to the institution for which you are working. You should not take it home for any reason. You do have the right to make photocopies of all your work and in many cases this is strongly encouraged.
5 Slide 5 Different Types of Lab Notebooks Bound/Stitched Notebook Loose Leaf/Three Ring Binder Notebook Electronic Notebook There are three main types of lab notebooks: the bound or stitched notebook, the loose leaf or three ring binder notebook, and the computer based electronic notebook. Each of these notebooks has advantages and disadvantages as well as having supporters and detractors. While you may be more comfortable with one type of notebook over the others, ultimately, the type of lab notebook you will keep will be decided by the principle investigator for whom you work.
6 Slide 6 Advantages/Disadvantages Type of Notebook Advantages Disadvantages Bound/Stitched Loose Leaf/Binder Computer/Electronic No lost pages, legally stronger Organized by experiment, data stored together Easy to search, easy to read, digital data easy to store Difficult to copy, not logically organized, requires references to data stored elsewhere Sheets fall out, difficult to authenticate Requires electronic security, corrupted files, software compatibility issues The bound or stitched notebook is the traditional lab notebook. The pages are numbered and all bound together, which lowers the likelihood of losing pages. Since the numbered pages make it easy to see if any pages have been removed, the bound notebook is still considered to be a legally strong notebook that is trusted to protect against allegations of fraud. However, it is difficult to make copies of bound notebooks and you must record the things that you do in the order that they are done, which makes organizing your notebook by experiment difficult. Also, since there is no way to insert bulky data records such as developed film, you must keep the data stored elsewhere and reference it in the notebook. The loose leaf or three ring binder notebooks help address the last two disadvantages of the bound notebooks. Because you can enter sheets in any order, you can organize your notebook by experiment and you can keep more of the data in one place. Three ring binders can also hold more bulky data adjacent to the written records to which they relate. However, it increases the chances of losing sheets from your notebook and provides the opportunity for sheet removal. Because of this, it is difficult to authenticate the data in the notebook as not having been altered. Electronic notebooks are rapidly increasing in popularity because of their ease of use, legibility and ability to be easily searched. Also, if you can convert your data to a digital file, the electronic notebook has a large capacity for storing data. However, having an electronic notebook requires more advanced technological protections, and requires frequent system backups of the digital information. As is the case with all software, there are often compatibility issues as new versions of the software are released.
7 Slide 7 What Goes in the Lab Notebook Notebook name Inside cover or cover page Your name and year General project name Lab mailing address Table of Contents Body of notebook Experimental entries Now that we have an understanding of the different types of laboratory notebooks, we need to know the important components that all notebooks should contain. Each notebook should have a name that is on the cover. This allows for easy identification of the lab notebook. Either on the inside cover or on a separate cover page, you should write your full name and the year you are starting the notebook. Along with your name should be the name of the project associated with the lab notebook, and the lab s mailing address with your principal investigator s name. At the front of each notebook you should keep a running table of contents for ease in searching the notebook and finding the necessary information. Finally, the lab notebook will have multiple entries for your experiments. The contents of these entries will be discussed in a later slide.
8 Slide 8 Table of Contents Table of Contents Page number Date Subject/Experiment Writing the Laboratory Notebook, Kanare, ACS, 1985 You see here an example of a table of contents from a lab notebook. It is taken from the book, Writing the Laboratory Notebook by Howard Kanare. While formats vary for Tables of Contents, the important information remains the same. The date the entry was made, the subject of that entry, and where in the lab notebook that entry can be found. With this information, someone needing information from your lab notebook can find it quickly.
9 Slide 9 Date Title Experimental Entries Hypothesis or Goal: Brief statement of purpose Background How: Protocols, calculations, reagents, equipment Observations: All that happens (planned or unplanned) Raw experimental data Taped in information or reference to data location Data analysis: Processing of raw data, graphs, interpretations Ideas for future experiments Each entry should contain the date it was made, a title for the experiment and a hypothesis or goal for the experiment. Enough background should be included to explain the logic behind the experiment. This may include references to published literature or scientific talks, a short synopsis of your thought process, and references to previous experiments in the lab. The entry should include either the written protocol that was followed or a reference to one previously used or published, all calculations performed, and a list of reagents and equipment used. In the next slide, we will go into more detail on what needs to be included in this How section. The heart of the experimental entry is the observations made. In short, this is where you record everything that happens during the experiment. This means any deviation from the protocol, whether it was planned, an accident, an error or a mistake needs to be written down. This is also where you record any raw data you collect, such as numerical readings from a piece of equipment or qualitative observations such as the reaction solution becoming cloudy or changing color. You never know what will be important once the data are analyzed, so write down everything. Also remember to tape in any data that you either print out or write on a separate piece of paper. If the data cannot be entered in the notebook, be sure to include a reference to where it is stored. Often times, data need to be processed before they can be fully understood or presented. This processing should be recorded in your lab notebook. Be sure to mention any software that you use, and the location of digital files. Finally, if your observations suggest any changes to the protocol or a follow-up experiment that might be pertinent, be sure to write that down at the end of your entry so you can reference it in the background of the next experimental entry.
10 Slide 10 The Details of How Reagents: source, product number, lot number, expiration date, how and where stored Solutions and how they were made Cells used: type, source, passage number, growth medium Instruments: type, name, location, serial number Number and volume of washes Centrifuge speeds and duration of spins Heating rates and levels of agitation Time between and during steps Gel percentages Type of water used When recording your entries in your lab notebook, include as much detail as possible about what you used and did. A reagent is more than just the name of the chemical or enzyme. You will want to record the source of the reagent: The company, lab or person who provided it. Writing down the product or catalogue number will make reordering the same thing much easier. Also include the lot number, expiration date and how and where the reagent is stored. All of these will help you interpret your data and reproduce them more easily. When you use a solution, you want to record what it is and how it was made. If you are using a one X running buffer, did you make it from scratch or dilute it from a five X or ten X stock? If you diluted it from a stock solution, be sure to include the lot number of the stock solution or how it was made and by whom or a link to this information. Some other examples of things to include would be the cell type or cell line you are using, the source, passage number and what growth medium you are using. When using instruments, write down the type, name, location and serial number if available. Often times you will find that an instrument was not working properly only AFTER you have analyzed your data. Knowing exactly which machine you used, and when, helps explain anomalies. The list on this slide is intended to show some examples of information to include, but is in no way intended to be all inclusive. A simple rule to follow when deciding to write down information in your notebook is this; it is better to write it down and not need it, than to need it and not have written it down
11 Slide 11 Ethics All data go in to the notebook Even "bad" data points or outliers Failed experiments or contradictory experiments No pages come out of the notebook Do not take any pages out or remove any data Do not skip pages in your notebook Cross out any unused parts of a page Correct mistakes, do not remove them Cross out mistakes with a single line Paste in corrections without covering anything Sign and date all corrections Honesty is the best policy Earlier we stated that one of the purposes of keeping a good lab notebook is to protect you from allegations of fraud. There are ethical standards you must follow to allow your notebook to act as a form of protection. These are a few of the more important guidelines and most commonly made mistakes. It is important that all your data be recorded in your notebook. This includes data that are hard to interpret, contradictory to previous data, or just plain ugly. Even if your experiment fails completely, you need to record the negative data and/or describe what happened. As a means of assuring the integrity of your notebook, no pages should ever be removed for any reason. In bound notebooks, it is important to not skip pages in your notebook and to cross out any unused parts of a page. This prevents you or someone else from going back and adding things after the fact. It is important that your notebook be accurate, but mistakes happen. When keeping your notebook, remember to correct your mistakes, but never remove them. To correct a mistake, cross it out with a single line. If you pasted the wrong thing in your notebook, cross it out and paste in the correct item without covering up anything already in the notebook. You need to sign and date all corrections so that they can be authenticated. Remember, no matter how bad the data or embarrassing the mistake, honesty is always the best policy.
12 Slide 12 Example This example is taken from the notebook of a graduate student. This is a good representation of a page for a short experiment. It contains all the components of a complete entry. Notice the date and project title. Notice also the Purpose or Goal section that indicates why the experiment is being done. The date for the procedure is written before the section entry and then details of the procedure are recorded including the source of the reagents, time of incubations, volumes and concentrations. Also note the section at the bottom that indicates what steps will follow and what changes to make for a repeat experiment.
13 Slide 13 Example This example is taken from the notebook of the same graduate student. Again, notice the project title, goal and procedure sections. In this example, also notice the data that is pasted in the notebook. It does not cover anything up and it is labeled well. Also note that even the negative data is placed in the notebook.
14 Slide 14 Example Taken from the online Linus Pauling Research Notebooks, The final example is this page, taken from the notebook of Linus Pauling. It is a good example of a Results section. It is a continuation of an entry for an experiment, and thus does not contain the goal and background information. Note again the date before the entry, the page number and then the record of the observations and readings made. Also, the exact time each reading was made is recorded along the left hand side of the page and all the calculations performed are recorded in the lab notebook. At the bottom of the page you will see a reference to a page number in this book where corrections have been documented. These examples are meant only to show the basic requirements for your lab notebook entries. As mentioned before, the ultimate decision on the type and style of lab notebook you keep will be made by your principle investigator, but the basic requirements and best practices discussed here can be applied to all lab notebooks. Good luck with your experiments!
15 Slide 15 References Guidelines for Scientific Record Keeping in the Intramural Research Program at the NIH Writing the Laboratory Notebook, Howard Kanares, ACS 1985 The Oregon State Library Special Collections html For more information on keeping a lab notebook, with specific guidelines for record keeping at the NIH, you should download the Guidelines for Scientific Record Keeping in the Intramural Research Program at the NIH by clicking on the link on this slide. You may also find the book, Writing the Laboratory Notebook by Howard Kanares to be a useful resource for more detailed information.
16 Slide 16 Charu Chaudhry, PhD NICHD Acknowledgements Garland Crawford, PhD NIAMS Nicholas Fritzkee, PhD NIDDK The content for this webinar was adapted from previous seminars on keeping a lab notebook that were presented by Dr. Charu Chaudhry from the National Institute of Child Health and Development, Dr. Garland Crawford from the National Institute of Arthritis, Musculoskeletal and Skin Diseases and Dr. Nicholas Fritzkee from the National Institute of Diabetes and Digestive and Kidney Disease.
A. The Laboratory Notebook (first written by Jane Knox and then edited by Jim Stuart) The purpose of the laboratory notebook is for you to keep a permanent record of your laboratory work which can be read
How to Keep a Laboratory Notebook BIOL286: General Microbiology Fall 2013 Department of Biological Sciences Ferris State University Table of Contents Introduction to the Notebook... 3 Summary... 3 Supplies...
Guidelines for SCIENTIFIC RECORD KEEPING in the Intramural Research Program at the NIH National Institutes of Health Office of the Director Preface The progress and excellence of NIH research are dependent
Last Modified July 11, 2012 A How to Organize a Lab Notebook Life on the Edge B C Acknowledgements NASA Astrobiology Institute Georgia Institute of Technology Center for Ribosomal Origins and Evolution
Documenting your research: logbooks, online reports, code archive One of the most difficult things to learn, yet one of the most important for future success in physics research, is mastering the "art"
YOTTA INNOVATION 2016 Project Logbook Whether you are a research scientist or a first time science fair student, a logbook is a crucial part of any project. It is a detailed account of every phase of your
What Makes A Great Science Project Logbook? Joanne Rebbeck, Ph.D. February 24, 2005 Whether you are a research scientist or a firsttime science fair student, a logbook is a crucial part of any research
Useful tools to prepare students for authentic science Christine Roberson and Deanna Lankford In a professional laboratory setting, the laboratory notebook is a fundamental tool that captures questions,
User Testing for Pre-Phase 2, Search 360 Janifer Holt and Barbara DeFelice Charge To test the usability of the search box display format (including, terminology where to add help ) and the subject categories
Format for Experiment Preparation and Write-Up Scientists try to answer questions by applying consistent, logical reasoning to describe, explain, and predict observations; and by performing experiments
Student Writing Guide Fall 2009 Lab Reports The manuscript has been written three times, and each rewriting has discovered errors. Many must still remain; the improvement of the part is sacrificed to the
This booklet contains information that will be used to complete a science fair project for the César Chávez science fair. It is designed to help participants to successfully complete a project. This booklet
Every science fair project must include a logbook, also sometimes called a research notebook, which should be a complete, permanent record of how you did your experiment/research project; it shows what
The 9 Ugliest Mistakes Made with Data Backup and How to Avoid Them If your data is important to your business and you cannot afford to have your operations halted for days even weeks due to data loss or
Psy 210 Conference Poster on Sex Differences in Car Accidents 10 Marks Overview The purpose of this assignment is to compare the number of car accidents that men and women have. The goal is to determine
Syllabus for the Cell and Molecular Biology lab: Class web site (where these notes and other information will be posted): http://carbon.cudenver.edu/~bstith/celllab.htm Skills we will be developing during
PLANT TECHNICIAN SKILLS AND ABILITIES PRACTICE TEST OVERVIEW Welcome to the Plant Technician Skills and Abilities Practice Test. The purpose of this Practice Test is to help you get used to the questions
Building Connections with NIH Program Officers: Myths and Realities Donna J. Dean, Ph.D. October 27, 2009 Brown University Funding Agencies Federal Agencies Focused on Biomedical Research s of Health (NIH)
Plain English Campaign: Tips for clear websites Copyright Plain English Campaign Tips for clear websites This is only a basic guide. If you have any suggestions, corrections or improvements, please contact
1 CSI: Chemistry Lesson Created by Brandon Watters, Lakes Community High School Purpose The goal of this activity is to reinforce themes taught during a heat and temperature unit. During an inquiry- based
First Bytes Programming Lab 2 This lab is available online at www.cs.utexas.edu/users/scottm/firstbytes. Introduction: In this lab you will investigate the properties of colors and how they are displayed
CHE 114L: Lab 1 The Chemistry of Baking Soda Preface In the future, the lab instructions you receive will begin with the description of the scientific problem that will be investigated in the forthcoming
Email Marketing Methods Brought to You By PLR-MRR-Products.com Buy PLR, MRR or Resale Products through Membership or Direct Purchase Shopping Cart. You are also welcome to visit and download from our free
Finance Primer: A Guide to SBA s Loan Guaranty Programs Text File Slide 1 Finance Primer: A Guide to SBA s Loan Guaranty Programs Welcome to SBA s online training program, the Finance Primer: A Guide to
How to Write a Good, if not Perfect Lab Notebook Ashley Carter - Advanced Optics Lab Why are good lab notebooks important? A complete, legible, thorough lab notebook allows anyone to be able to perform
Engineering Notebook Introduction to Engineering Design Engineering Notebook What Is an Engineering Notebook? Why Keep an Engineering Notebook? Who Keeps an Engineering Notebook? Contents Engineering Notebook
Engineering Notebook Engineering Notebook What Is an Engineering Notebook? Why Keep an Engineering Notebook? Who Keeps an Engineering Notebook? Contents Engineering Notebook Sections Standard Page Layout
Guidelines for Keeping a Laboratory Record Dr. David R. Caprette Rice University Department of Biochemistry and Cell Biology If you have build a perfect demonstration do not remove all traces of the scaffolding
How to Prepare a Loan Package Text File Slide 1 How to Prepare a Loan Package Welcome to SBA s online training course, How to Prepare a Loan Package. This program is a product of the agency s Small Business
Free Report: How To Repair Your Credit The following techniques will help correct your credit and should be done with all Credit Bureaus. In this section you will learn the ways of removing negative items
Writing Successful Career Awards Amy D. Waterman, PhD NIDDK K01 Recipient Why Should I Get a K-Grant? Easier NIH grants to get: ~50% chance of success. Guarantees 3-5 years of salary support & research
Roadmap for Ph.D. Students Aiming for a Successful Career in Science Do you really want to get a Ph.D.? Do you have what it takes to get a Ph.D.? How can you get the most out of joining a Ph.D. program?
Geneva Academy has an invested interest in giving God glory as it teaches and prepares students to experience the joys of scientific discovery unraveling the way God created everything and how it works
Bacterial Transformation with Green Fluorescent Protein pgfp Version Table of Contents Bacterial Transformation Introduction..1 Laboratory Exercise...3 Important Laboratory Practices 3 Protocol...... 4
1. Introduction Laboratory Work Risk Assessment The legislation governing Hazardous Substances and Dangerous Goods requires that all operations and experiments involving hazardous materials must have documentation
Bacterial Transformation with Green Fluorescent Protein pglo Version Table of Contents Bacterial Transformation Introduction..1 Laboratory Exercise...3 Important Laboratory Practices 3 Protocol...... 4
Research Project Management Key Concepts Dr Robin Henderson email@example.com Introduction The successful management of a research project depends upon the researchers ability to plan, coordinate
PREPARATION GUIDE FOR WRITTEN TESTS Prepared by: The Department of Administrative Services Human Resources Management August 2004 GENERAL INFORMATION ON WRITTEN TESTS Two types of questions are often used
Software Engineering Prof.N. L. Sarda Computer Science & Engineering Indian Institute of Technology, Bombay Lecture-12 Data Modelling- ER diagrams, Mapping to relational model (Part -II) We will continue
Sales Performance Management Using Salesforce.com and Tableau 8 Desktop Professional & Server Author: Phil Gilles Sales Operations Analyst, Tableau Software March 2013 p2 Executive Summary Managing sales
Oxford Learning Institute University of Oxford Writing Effective Emails Making sure your messages get read and acted upon Do people respond to your emails in the way you intend? Or do they seem to ignore
PERCSS Program for the Ethical and Responsible Conduct of Science and Scholarship DATA MANAGEMENT: KEEPING A RESEARCH NOTEBOOK, FILES AND RELATED ISSUES Steven Brody, MD Department of Internal Medicine
Building Qualtrics Surveys for EFS & ALC Course Evaluations: Step by Step Instructions Jennifer DeSantis August 28, 2013 A relatively quick guide with detailed explanations of each step. It s recommended
Creating Online Surveys with Qualtrics Survey Tool Copyright 2015, Faculty and Staff Training, West Chester University. A member of the Pennsylvania State System of Higher Education. No portion of this
Welcome to Mrs. Henisa s Prep for College Algebra Class 2014-2015 Please take this packet home to your parents/guardians to read through and return the parent/student Information Page by Friday, August
What are Stem Cells? Have you ever thought about where you come from? How you were made? How did you grow from two tiny cells from your mother and father into a human mass of cells all performing independent
Big6 Science Fair Project Organizer Name: Big6 #1 Task Definition 1. Choose a topic for study. Here is a way to start: Observe the world around you. What interests you about it? What hobbies do you like
Introduction to ProSMART: Proforma s Sales Marketing and Relationship Tool How to Log On and Get Started ProSMART - 2/20/2002 1 Table of Contents INTRODUCING PROSMART: PROFORMA S SALES MARKETING AND RELATIONSHIP
COMPANY LOGO 2013 ICH CAHPS Patient Experience Survey Results Research & Marketing Strategies 15 E. Genesee Street, Suite 210 Baldwinsville, NY 13027 Tel: 315.635.9802 Aggregate Survey Results Table of
Introduction to Accounting Text File Slide 1 Introduction to Accounting Welcome to SBA s online training course, Introduction to Accounting. This program is a product of the agency s Small Business Training
Slide 1 Laboratory Math II: Solutions and Dilutions Philip Ryan, PhD Post-Doctoral Fellow National Cancer Institute, NIH Welcome to the National Institutes of Health, Office of Intramural Training & Education
BIOTECHNOLOGY Levels: 11-12 Units of Credit: 1.0 CIP Code: 51.1201 Prerequisite: Biology or Chemistry Skill Certificates: #708 COURSE DESCRIPTION is an exploratory course designed to create an awareness
Advanced Higher Physics Investigation Guidance Candidate Information (a) Introduction The Investigation is a piece of individual research undertaken to prove that you can: research a physics topic from
Using Excel to Solve Business Problems: Simple Predictive Analytics Curtis Seare Copyright: Vault Analytics July 2010 Contents Section I: Background Information Why use Predictive Analytics? How to use
Content Sheet 3-1: Equipment Management Overview Role in quality management system Equipment management is one of the essential elements of a quality management system. Proper management of the equipment
THEME: UNDERSTANDING EQUITY ACCOUNTS By John W. Day, MBA ACCOUNTING TERM: Equity Equity is the difference between assets and liabilities as shown on a balance sheet. In other words, equity represents the
WORKPLACE SAFETY KIT A STEP BY STEP GUIDE TO SAFETY FOR BUSINESS GUIDE 2001 WorkCover NSW Health and Safety Guide WorkCover. Watching out for you. Table of Contents Table of Content: How to Use the Workplace
Wilder Research Data entry and analysis Evaluation resources from Wilder Research General instructions Preparation for data entry Data entry is often thought of as a time-consuming process, but there are
Email Etiquette (Netiquette) Guidance January 2007 Email Etiquette (Netiquette) Guidance January 2007-1/13 Version Control Version Author(s) Replacement Date 1.0 Timothy d Estrubé Information Governance
Please note that the following document was created by the former Australian Council for Safety and Quality in Health Care. The former Council ceased its activities on 31 December 2005 and the Australian
Patient Handbook on Stem Cell Therapies Appendix I of the Guidelines for the Clinical Translation of Stem Cells www.isscr.org 2008, International Society for Stem Cell Research 2 Introduction We have all
Cross-Cultural Communication Training for Students in Multidisciplinary Research Area of Biomedical Engineering Shigehiro HASHIMOTO Biomedical Engineering, Department of Mechanical Engineering, Kogakuin
Termite Behavior: Focus on Experimental Design and Results (adapted from Surmacz, 2004 and Matthews and Matthews, 2012) Prior to coming to lab this week, you should read all of the introductory information.
JHSPH HUMAN SUBJECTS RESEARCH ETHICS FIELD TRAINING GUIDE This guide is intended to be used as a tool for training individuals who will be engaged in some aspect of a human subject research interaction
Analytical Chemistry Lab Reports Format and Calculations John Collins firstname.lastname@example.org Measurement Analytical chemistry is entirely about measurement, what these measurements signify, and the understanding
ATTACHMENT A OHIO REVISED CODE SECTION CONCERNING STATE UNIVERSITY INVENTIONS 3345.14 Rights to discoveries or inventions to be University property; disposition of income therefrom All rights to and interests
Science is about figuring out cause and effect relationships. If we do something, what happens? If we make a ramp steeper, how much faster will a car roll down? This is an easy question. However, the process
ENZYME KINETICS INTRODUCTION The study of reaction rates catalyzed by enzymes and the factors affecting them is generally referred to as enzyme kinetics. The basic components of an enzyme catalyzed reaction
STUDENT S PACKET FOR THE SCIENCE FAIR PROJECT SCIENCE PROJECT STEPS 1. Choose a topic. Be sure it interests you. Don t pick one because you think it will be easy. Talk it over with your parents and when
BIO INFOBK 1492 0410:Layout 1 21/04/2010 15:24 Page 1 INFORMATION LEAFLET You are being invited to take part in a major medical research project called UK Biobank. The purpose of UK Biobank is to set up
WHEN YOU CONSULT A STATISTICIAN... WHAT TO EXPECT SECTION ON STATISTICAL CONSULTING AMERICAN STATISTICAL ASSOCIATION 2003 When you consult a statistician, you enlist the help of a professional who is particularly
Becoming a Business Intelligence Analyst Sid Adelman Becoming a Business Intelligence Analyst Current status of the BI Analyst Future state for the BI Analyst Understanding the business perspective Relationship
HOW TO WRITE A LABORATORY REPORT Pete Bibby Dept of Psychology 1 About Laboratory Reports The writing of laboratory reports is an essential part of the practical course One function of this course is to
CROSS EXAMINATION OF AN EXPERT WITNESS IN A CHILD SEXUAL ABUSE CASE Mark Montgomery Post Office Box 161 Durham, NC 27702 (919) 680-6249 email@example.com Opinion Testimony by a Pediatrician/Nurse/Counselor/Social
Reprinted with permission from the January 2004 issue of the Intellectual Property & Technology Law Journal. Beyond the NDA: Digital Rights Management Isn t Just for Music By Adam Petravicius and Joseph
NICHD Extramural Associates Program Partnerships for Emerging Research Institutions The National Academies September 13, 2007 Regina Smith James, M.D. Director, Extramural Associates Program NICHD, NIH,
THE APPEALS PROCESS This handbook provides general information and does not constitute legal advice. For questions involving legal interpretations or when litigation is involved, always refer to the Colorado
Microsoft Office Live Meeting Events User s Guide Information in this document, including URL and other Internet Web site references, is subject to change without notice. Unless otherwise noted, the companies,
Instructor s Key for GloFish Protocol Summary of Supplemental Materials Supplemental Material 1 Animal training homework Supplemental Material 2 GloFish Instructor s Key Supplemental Material 3 Powerpoint