Name 4 This BOOKLET IS PART OF THE DOING SCIENCE INVESTIGATIONS UNIT Project Management Project Director: Professor Denis Goodrum, FACE (Australian Academy of Science) Project Deputy Director: Amelia Druhan (Australian Academy of Science) This resource was written by: Vicki Stavropoulos and Joanna Abbs. Science by Doing would like to thank Fuel Creative Pty Ltd for the design and development of this resource. Steering Committee Professor Jennifer A. Marshall Graves AO FAA (Australian Academy of Science) [Chair] Professor Denis Goodrum (Australian Academy of Science) Mr Scott Lambert (Australian Government Department of Education, Employment and Workplace Relations) Dr Sue Meek (Australian Academy of Science) Reference Group Professor Jennifer A. Marshall Graves AO FAA (Australian Academy of Science) [Chair] Australian Council of Deans of Science Australian Curriculum, Assessment and Reporting Authority Australian Government Department of Education, Employment and Workplace Relations Australian Science Teachers Association Australian Secondary Principals Association Catholic Education Office CSIRO Education Department of Education TAS Department of Education and Children’s Services SA Department of Education and Early Childhood Development VIC Department of Education and Training ACT Department of Education and Training NSW Department of Education and Training WA Department of Education and Training QLD Department of Education and Training NT Independent Schools Council of Australia NSW Aboriginal Educational Consultative Group Ms Shelley Peers (Project Director, Primary Connections) Professor Russell Tytler (Deakin University) Acknowledgement Science by Doing is supported by the Australian Government Disclaimer The views expressed herein do not necessarily represent the views of the Australian Government Department of Education, Employment and Workplace Relations. These materials are intended for education and training only. Every effort is made to ensure the accuracy of the information presented in these materials. We do not assume any liability for the accuracy or completeness of the information contained within. The Australian Academy of Science accepts no responsibility for any loss or damage whatsoever suffered as a result of direct or indirect use or application of any of these training materials. © Australian Academy of Science, 2011 •Y ou may use resources from this document for your own personal use but please quote the Australian Academy of Science as the source. • Under no circumstances may copies be sold or redistributed in any form. •Y ou may not modify the information found in Australian Academy of Science materials without the prior written permission of the Academy. ISBN 085847 277 5 Published by the Australian Academy of Science GPO Box 783 Canberra ACT 2601 Telephone: 02 6201 9400 Fax: 02 6201 9494 www.science.org.au Contents Before you start Activity 4.1 Choosing a Suitable QUESTION to Investigate 1AExploring your ideas 1B Analysing your question—SWOT activity 1C Researching your question Activity 4.2 Planning your Investigation 2AYour hypothesis 2BYour experimental design 2C Recording results 3 4-13 4 8 12 14-19 14 17 19 Activity 4.3 Conducting your Investigation 20-23 Activity 4.4 Processing and Evaluating your Data 24-27 Activity 4.5 Summary of your Findings 28 Activity 4.6Acknowledgements and Bibliography 29-30 APPENDICES 31-35 Appendix ALabelled diagrams Appendix B Results tables Appendix C Bar graphs Appendix D Glossary Appendix E Reporting your investigations and findings 31 32 33 34 35 1 Before you start My Science Investigation is Part 4 of the Doing Science Investigations unit. The early parts of the unit are about learning and practising the skills and processes used in scientific investigations. In this part, you have the opportunity to design and carry out your own investigation. You will: • develop a question to investigate • plan how you will investigate the question • carry out the investigation • collect and analyse your data • write a conclusion about your results. Your teacher might also ask you to present this information as a formal report or as part of a student science conference. Guidelines for writing a scientific report are in Appendix E. When you have completed your investigation you may be eligible for a CSIRO CREST Award. Visit the website www.csiro.au/crest to find out more or ask your teacher. Icon Meaning Digital interactive Hands-on inquiry Classroom activity DOING SCIENCE INVESTIGATIONS 2 my science investigation LINKING QUESTIONHow can I design a scientific investigation of my own? DOING SCIENCE INVESTIGATIONS MY SCIENCE INVESTIGATION 3 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE 1AExploring your ideas ACTIVITY TYPE List below anything that you are interested in: sports, hobbies, etc. The tough part about scientific research is coming up with a good idea. You should take time to select a question to investigate that is original, realistic and within your capabilities. You might get some ideas from past experiences, science lessons, newspapers, magazines, documentaries or websites. Think about something that really interests you and that you care about (eg your sports, hobbies). If you have access to the Internet visit www.csiro.au/crest and work your way through the CSIRO CREST Award Quiz. MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.1 1A Exploring your ideas 4 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED Now that you have several topic areas, brainstorm a list of questions for possible investigations. Try to be specific and choose questions that would require you to carry out an investigation to discover the answer. Questions like ‘what is mould?’ can be answered by looking up the dictionary, encyclopaedia or doing a web search, so why bother carrying out an investigation? Use the table below to help you generate your questions. An example is given. Possible topic area Sports Gardening Ideas I have about this topic Questions I could investigate What could be changed? What could be measured or observed? What makes soccer balls travel further? Does the covering on the soccer ball affect the distance the ball travels? Does the temperature of the day affect how far the soccer ball travels? Different covering of the ball Temperature on surface of ball Distance the ball travels How do plants grow? What amount of water is best to grow tomatoes? What type of soil is best to grow gerberas? Do different coloured lights affect the growth of daffodils? Amount of water Different soil compositions Different colour films on a light source Height, growth rate of tomatoes Height, growth rate of gerberas Height, growth rate of daffodils Table continued on next page MY SCIENCE INVESTIGATION ACTIVITY 4.1 1A Exploring your ideas 5 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED Possible topic area Ideas I have about this topic Questions I could investigate What could be changed? MY SCIENCE INVESTIGATION ACTIVITY 4.1 What could be measured or observed? 1A Exploring your ideas 6 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED Peer Group Check My possible research questions: Discuss your ideas with your friends. (They should ask you Why…? What if…? How…? Where…? questions to help you think more about your possible topic.) 1. Looking at your table above, narrow down the questions to those that are realistic. Think about whether it is possible to measure and perform experiments at school without harming anyone. You should also think about what materials are available and how long your experiment might take. There should also be a purpose to your question. (You will further investigate the feasibility of your possible questions later in this unit. This is your first attempt so now is the time to throw out any that might not be doable.) Put an asterisk against those you decide could be realistic. Choose the three most interesting ideas or questions from your asterisked list. You will use these in the next activity. Record these in the space below. 2. 3. MY SCIENCE INVESTIGATION ACTIVITY 4.1 1A Exploring your ideas 7 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED 1B Analysing your question – SWOT activity To help decide whether a possible question is worthwhile you can use a SWOT Analysis Table. Strengths Weaknesses Opportunities Threats Is it topical? Is it relevant (personally, locally, nationally, internationally)? Is it possible to do? Is it specific in its aim? Is it only testing one idea? Are you going to enjoy this investigation? Is it too general? Is it poorly defined? Is it based on inaccurate research or observations? Is the outcome already known? Would the results be hard to interpret? How are you going to manage your time? Does it expand on existing research? Does it address a worthwhile problem? Would the results answer a specific question? Would the results open up new areas of interest? Can you work with other people? Will this help you answer a question you’ve been wondering about? Would it be dangerous to do? Would it be unethical? Would it involve experiments using animals? At this stage, would it involve too much time and too many resources? Would the investigation be too hard? The ideas summarised in the diagram can then be helpful in reaching an overall decision. MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.1 1B Analysing your Question – SWOT Activity 8 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED Choose one of the three ideas/questions you identified in the previous activity and use the following blank SWOT Table to record as many thoughts as you have for each area. You may need to do some background research to answer the questions. When carrying out your SWOT Analysis, don’t just use yes/no answers. Explain why it is a yes or no answer. You may not be able to answer all questions first go, but try to answer as many as you can. Remember this activity is to help you analyse your possible questions. Remember: Hints: • One hypothesis (testable question)—one idea! • Must be specific! • If you know the answer already why bother? • Your question must be capable of being tested! • Your question should give a hint of how it could be tested! • Local issues are sometimes more relevant. • Several minds are better than one (so ask your friends to help you)! • Brainstorm each section of the SWOT Analysis. • You could use self-adhesive notes to record verbal comments with each suggestion—remember, NO discussion at the brainstorming stage. • After brainstorming discuss all suggestions and complete your SWOT Table. MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.1 1B Analysing your Question – SWOT Activity 9 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED My Question 1____________________________________________________________________________________________________ Strengths Weaknesses MY SCIENCE INVESTIGATION Opportunities ACTIVITY 4.1 Threats 1B Analysing your Question – SWOT Activity 10 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED Looking at your SWOT Table, decide whether this question will be suitable for your investigation. It should have many strengths and opportunities and few threats and weaknesses. Ask your teacher for more templates if you want to repeat the SWOT Analysis for your other two questions. Peer Group Check Teacher Checkpoint Take this question with your SWOT Analysis to your teacher to discuss further. Write your chosen question here: ________________________________________ Discuss your SWOT Analysis with your friends before taking your ideas to your teacher. _______________________________________________________________________ _______________________________________________________________________ _______________________________________________________________________ _______________________________________________________________________ MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.1 1B Analysing your Question – SWOT Activity 11 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED 1C Researching your question Now that you have your question you need to do more detailed background research about this topic to help design your investigation. Using these keywords you can now carefully research your chosen topic area and question. Look at the question you have decided to investigate. Your library would be a useful starting point. Talk to your teacher librarian for assistance. Use different sources such as books, Internet, magazines, newspapers, journals etc. List the keywords from this question and your topic area. Brainstorm any other related keywords. Hint: refer to your SWOT Analysis. MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.1 1C Researching your Question 12 ACTIVITY 4.1 CHOOSING A SUITABLE QUESTION TO INVESTIGATE CONTINUED Record any useful information you have found. Make sure you also record where you found this information as you will need to include it in your bibliography/acknowledgements of your report. Useful information found Source of information (record title of book, author, date of publication, web address etc) MY SCIENCE INVESTIGATION ACTIVITY 4.1 Date searched 1C Researching your Question 13 ACTIVITY 4.2 PLANNING YOUR INVESTIGATION 2A Your hypothesis You now have a topic question that is feasible and well researched. 1. ACTIVITY TYPE What will you change (independent variable)? You’re almost ready to start experimenting... but what are you going to actually experiment on? What are you going to do? What equipment do you need? What observations or measurements are you going to make? You may have answered some of these questions while you have been researching your question. The first step in planning your investigation is to identify your hypothesis— this is the testable question or statement that you will be investigating. From earlier activities in this unit we know that when we conduct an experiment in science, we need to consider what we are going to keep constant, what we are going to vary (ie independent variable), what we are going to measure (ie dependent variable) and what we might expect to happen. A hypothesis is usually based on two of these important variables: the variable you will be changing in your experiment (independent variable) and the variable that you will be measuring (dependent variable) as a result of this change. To write your hypothesis you need to first identify these important variables. (You can see the Investigation Planner from the previous activities to help. Ask your teacher for another copy.) MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.2 2A Your Hypothesis 14 ACTIVITY 4.2 PLANNING YOUR INVESTIGATION CONTINUED 2. What will you measure (dependent variable)? 3. hat will you keep the same (controlled W variables)? 4. My hypothesis (testable question/statement) is: MY NOTES Remember a good hypothesis is: • clear and brief • specific • testable MY SCIENCE INVESTIGATION ACTIVITY 4.2 2A Your Hypothesis 15 ACTIVITY 4.2 PLANNING YOUR INVESTIGATION CONTINUED 5. My prediction: 6. Why I think this might happen: MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.2 2A Your Hypothesis 16 ACTIVITY 4.2 PLANNING YOUR INVESTIGATION CONTINUED 2B Your experimental design ______________________________________________________________________ Exactly what will you do? Write down the steps you will follow like a step-bystep recipe (use dot points or numbers). Be specific, define sizes and include how many times you will do the investigation and how many replications you will do in each investigation. What data are you collecting? How will you ensure you obtain reliable results? Will you need to have a control (see Glossary) to compare your results to? ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ _______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ MY NOTES A good procedure is one that someone can understand and use to repeat your investigation easily. Write in present tense and don’t be vague—specify what the equipment is for; describe clearly how you will take measurements. Quantitative (ie numerical measurements) data is more accurate and reliable than qualitative data (ie descriptions of observations). MY SCIENCE INVESTIGATION ACTIVITY 4.2 2B Your Experimental Design 17 ACTIVITY 4.2 PLANNING YOUR INVESTIGATION CONTINUED List the equipment you need and where you will access it from. Include any equipment such as data loggers, digital or web camera for recording your data etc. Material required From school From home Other source MY NOTES Your school might not be able to provide you with all of the equipment you request. You would then need to think about whether you could adapt another piece of equipment to do the job. You might be able to ask universities or science research agencies in your local area for help. If you still cannot get access to this equipment you will have to redesign your investigation. Make sure you document this change in your procedure. MY SCIENCE INVESTIGATION ACTIVITY 4.2 2B Your Experimental Design 18 ACTIVITY 4.2 PLANNING YOUR INVESTIGATION CONTINUED What time will be required for you to complete your experiment? _______________________________________________________________________ _______________________________________________________________________ If you are going to use a table sketch it here. Clearly define the columns and include units of measurement. Designing it now will help you quickly jot down your observations/measurements as you carry out your investigation. Complete the Risk Assessment Form to outline any safety issues that are associated with your experiment. You will need to discuss this with your teacher. Complete the Laboratory Order Request Form. 2C Recording results How will you record your observations (eg labelled diagram, tables etc)? Peer Group Check Discuss your procedure with your friends. Ask them to complete the Peer Assessment Checklist to give you feedback. Teacher Checkpoint Discuss your investigation and procedure with your teacher. You should also include the Checklist your friends completed for you. If your teacher agrees, you can now begin your experimental work. MY SCIENCE INVESTIGATION ACTIVITY 4.2 2C Recording Results 19 ACTIVITY 4.3 CONDUCTING YOUR INVESTIGATION Scientists often do preliminary experiments to check if their designed procedure will be suitable. You will need to record these preliminary results, as well as any changes you make to your procedure because of these. ACTIVITY TYPE Problem encountered What did you do? Use the next few pages to record all your observations and data as you conduct your investigation. Don’t forget you are carrying out a fair test so be consistent in how you collect your measurements. You can also take photos of your investigation to include in your report. Make sure you also record any problems you encounter and what you do to overcome them. Use the tables below to help you. MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.3 20 ACTIVITY 4.3 CONDUCTING YOUR INVESTIGATION CONTINUED Changes made Why was the change made? Changes made Why was the change made? MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.3 21 ACTIVITY 4.3 CONDUCTING YOUR INVESTIGATION CONTINUED ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ _____________________________________________________________________________________________________________ _____________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ ______________________________________________________________________________________________________________ _______________________________________________________________________________________________________________________ ______________________________________________________________________________________________________________________ _______________________________________________________________________________________________________________________ MY SCIENCE INVESTIGATION ACTIVITY 4.3 22 ACTIVITY 4.3 CONDUCTING YOUR INVESTIGATION CONTINUED Record the data from your investigation using a table like the one you designed in Activity 4.2 Planning your investigation. MY NOTES MY SCIENCE INVESTIGATION ACTIVITY 4.3 23 ACTIVITY 4.4 PROCESSING AND EVALUATING YOUR DATA Now that you have gathered your data you need to work out what it might mean. The questions in this section will help you. Thinking about the results (the evidence): ACTIVITY TYPE 2. If appropriate use a graph to summarise and show your results more clearly. 1. What happened during your investigation? MY NOTES The type of graph used is determined by the type of data collected. Line graphs should be used for graphing continuous data. This is data in which the values follow on from each other, such as when observing an event over time, age, temperature. Column, bar or pie graphs should be used for graphing discrete data, such as brands of cereals, batteries, gender, etc. Graphs should have: • a title briefly describing what the graph shows • clearly labelled axes with the variable and measurement units • evenly scaled axes • legend (if symbols or colours are used). Refer to Appendix C for more detail. MY SCIENCE INVESTIGATION ACTIVITY 4.4 24 ACTIVITY 4.4 PROCESSING AND EVALUATING YOUR DATA CONTINUED 3. Are there any patterns, trends or relationships evident from your results? 4. What do the results tell us about your original question? 5. What do the results tell us about your hypothesis? MY SCIENCE INVESTIGATION ACTIVITY 4.4 25 ACTIVITY 4.4 PROCESSING AND EVALUATING YOUR DATA CONTINUED 6. In what way was the result different to your prediction? 7. Did you have any unexpected results? Why do you think these occurred? 8. Are your results reliable? MY SCIENCE INVESTIGATION ACTIVITY 4.4 26 ACTIVITY 4.4 PROCESSING AND EVALUATING YOUR DATA CONTINUED 9. Using scientific language, try to explain the observable results: 10. What improvements might you make to your experimental design? 11. Further things that could be investigated: MY SCIENCE INVESTIGATION ACTIVITY 4.4 27 ACTIVITY 4.5 SUMMARY OF YOUR FINDINGS ACTIVITY TYPE 12. Write a conclusion for your investigation: _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ ____________________________________________________________________________ What if my investigation doesn't work? Science is not about ‘getting the answer’. Carrying out experiments to look for patterns and help explain phenomena that are observed can be a never-ending process. Often scientists don’t find an answer even if working on a particular project for a lifetime, but the investigations they carry out provide ideas that can help them or others design further experiments to find an answer in the future. ‘Unsuccessful’ experiments are important, so don’t worry if your investigation didn’t work. You have still contributed to finding an answer to your original question and gained valuable scientific skills along the way. _____________________________________________________________________________ _____________________________________________________________________________ _____________________________________________________________________________ MY NOTES The conclusion is a brief summary of the investigation. It involves a restatement of the hypothesis and indicates if the hypothesis was supported. Do not introduce anything new in this section. State and evaluate the significant and general outcomes of your investigation. MY SCIENCE INVESTIGATION ACTIVITY 4.5 28 ACTIVITY 4.6 ACKNOWLEDGEMENTS AND BIBLIOGRAPHY ACTIVITY TYPE It is important to recognise resources that you have used and people who have helped you with your investigation. Use the table you put together in Activity 4.1 about your research to help you complete your acknowledgements and bibliography. Resources Resources MY SCIENCE INVESTIGATION ACTIVITY 4.6 29 ACTIVITY 4.6 ACKNOWLEDGEMENTS AND BIBLIOGRAPHY CONTINUED People who assisted How they assisted Congratulations! You have now completed your investigation. If your school is registered for the CSIRO CREST program (www.csiro.au/crest) you have also qualified for a CSIRO CREST AWARD Ask your teacher about contacting CREST for your Award to be sent. MY SCIENCE INVESTIGATION ACTIVITY 4.6 30 APPENDIX A LABELLED DIAGRAMS Title Accuracy All diagrams need a title. The title should describe the diagram to the viewer. Accuracy depends on good observation and having skills to represent the observations as a labelled diagram. Accurate diagrams are a good size and clearly represent the main features of the object as a scientific diagram. Labelling Labelling is required to identify and communicate features of the thumb to the viewer of the diagram. Labels should connect to the diagram with a line that touches or points directly to the part being labelled. Amount of information This was an open task and therefore students decided how extensive their representation would be. Simple representations of the thumb showed just one view, while extended representations either showed more than one view or how the thumb was attached to the palm of the hand. Thumb size Scientific diagrams need to include some form of scale so that the viewer has an indication of the size of the object represented. Hackling, M., & Prain, V. (2008). Impact of Primary Connections on Students’ science processes, literacies of science and attitudes towards science. A research report for the Australian Academy of Science. MY SCIENCE INVESTIGATION APPENDIX 31 APPENDIX B RESULTS TABLES Ordering of variables Title for table Column headings Column headings are required to identify the variables for which data are recorded in the columns. In this case, data was to be recorded for two variables: shoe size and shoe length. Ordering of data To effectively reveal the relationship between the variables, the data for the independent variable should be ordered in magnitude. For example, the shoe size data should be ordered from the smallest to the highest size, or the other way around, so that the reader can see what happens to shoe length as shoe size increases. A title helps the reader understand what information is recorded in the table. A good title includes the names of the variables for which data are recorded. Table: Lengths of different size shoes Shoe size Length of shoe (cm) 1 11 2 12 Tables serve a number of functions; they serve as a structured form for recording numerical data, and they can be structured in ways that help the reader identify patterns in the data, often as relationships between the variables. By convention the independent variable is placed in the left hand column and the dependent variable is placed in the right hand column so that the reader, reading from left to right, can see what effect a change in the independent variable has on the dependent variable. Units of measurement Shoe size does not have any unit of measurement, while shoe length was measured in centimetres. The unit of measurement should be included in the table for the variable shoe lengths. Hackling, M., & Prain, V. (2008). Impact of Primary Connections on Students’ science processes, literacies of science and attitudes towards science. A research report for the Australian Academy of Science. MY SCIENCE INVESTIGATION APPENDIX 32 APPENDIX C BAR GRAPHS Graph type Title for graph Graphs can serve several purposes. Bar and line graphs can be used to identify relationships between variables plotted. Bar graphs are used when the independent variable (IV) is discrete, whereas line graphs are used when the IV values are continuous. Graphs can be used to predict values for which measurements have not been made by interpolation and by extrapolation. A title helps the reader understand what information is recorded in the graph. A good title includes the names of the variables for which data are recorded. Units of measurement Units of measurement need to be included in axis labels to help the reader determine the magnitude of data plotted. Shoe size compared to length Plotting of data shoe length (cm) Shoe size Labels for axes Labels name the variable plotted on each axis. Without this information the reader is unable to determine what has been plotted on each axis, nor interpret the graph. Ordering bars on graph When bar graphs are used to analyse information and identify relationships between variables, the patterns in the data can only be identified when the data for the independent variable is ordered in a meaningful way. In the shoe size example, the relationship between shoe size and shoe length is only apparent when the bars for shoe sizes are ordered by magnitude, either from smallest to largest or from largest to smallest. Accurate plotting of data as a graph requires that scales are constructed with an appropriate range of values and with regular intervals and that data points are plotted with accurate coordination of values on both axes of the graph. This is simpler for a bar graph than for a line graph as only the dependent variable has continuous data for which a scale needs to be constructed. MY SCIENCE INVESTIGATION APPENDIX 33 APPENDIX D GLOSSARY Strategy Description Bar graph used for graphing discrete data. Conclusion a brief summary of the investigation. It involves a restatement of the hypothesis and indicates if the hypothesis was supported. Continuous data data in which the values follow on from each other, such as when observing an event over time, age, temperature. Control a control is a treatment in the investigation where the variable being tested (ie independent variable) is absent. It is used for comparison. Not all experiments have a control. Controlled variables the variables that are kept the same in the investigation to ensure that the change in the independent variable is causing the change in what is being measured. Dependent variable the variable that is being measured in the investigation in response to the independent variable being changed. Discrete data data in which the values are clearly separate and distinct from each other, eg gender, different brands of batteries, types of plants etc. Evidence is usually collected by carrying out a scientific investigation. Fair test an experiment where only one factor is changed during the experiment and that is the factor that is being tested. All other factors that could be changed are kept the same throughout the experiment. Hypothesis a testable question or statement that is being investigated. The hypothesis should be brief, specific and written simply. It is usually stated as a relationship Independent variable the variable that is changed in an investigation to see what effect it has on the variable being measured (dependent variable). Line graph used for graphing continuous data. Procedure a step-by-step sequence of activities in an investigation. Quantitative data data that contains numerical values eg height, speed, time. Qualitative data data that is descriptive of observations, eg colour, taste. Repetition performing the same experiment a number of times. Replication having several samples of the same item tested at the same time. This allows for a number of samples to be observed in any one test. Risk assessment an estimate of the likelihood of adverse effects that may result from exposure to certain hazards. Variables the factors in an experiment. between the independent and dependent variables. MY SCIENCE INVESTIGATION GLOSSARY 34 APPENDIX E REPORTING YOUR INVESTIGATIONS AND FINDINGS Your teacher may require you to write a formal scientific report of your investigation. You have recorded all of the required information in this booklet. Use the following format to help you prepare your final report. Final report guidelines A scientific report is a written paper—each section is written under the following headings shown in bold. Aim This is a clear statement of what you want to find out. Hypothesis • It should be clearly expressed. • Make it simple and achievable. Design of investigation—materials and methods This section of the report should: • outline the method • identify techniques • list instruments and materials used. You need to identify the variables that affect your results and control all variables except the independent variable. You need to describe how and when all measurements were made. The instructions should be clear enough for the experiment to be repeated by someone else. Results All graphs and tables should: • be about half a page in size • be clear and simple •b e well set out and illustrate the important points • show the units measured •h ave a heading or title that describes what the graph or table is showing •u sually the independent variable goes on the X axis and the dependent variable goes on the Y axis. Discussion and conclusion In this section you explain the science behind your results: • Why did this happen? •C omment on the accuracy of your measurements and identify restrictions and limitations, and compare your results with your hypothesis. Was it supported or disproved? •D escribe any improvements that you would make if you were going to do this again. Improvements could be in the design or during the investigation. •S tate any problems confronted and how you solved them? Bibliography/acknowledgements Acknowledge all sources and references you have consulted during the whole of your investigation. Books, journals, Internet sites and people who provided assistance should all be documented. MY SCIENCE INVESTIGATION APPENDIX 35 MY NOTES MY SCIENCE INVESTIGATION MY NOTES 36 MY NOTES MY SCIENCE INVESTIGATION MY NOTES 37 MY NOTES MY SCIENCE INVESTIGATION MY NOTES 38 MY NOTES MY SCIENCE INVESTIGATION MY NOTES 39 MY NOTES MY SCIENCE INVESTIGATION MY NOTES 40 Acknowledgements Content advisers/reviewers: • Louise Fogg & Amelia Druhan • Robin Zipf, Queensland Academy of Health Sciences • Peter Turnbull, Curriculum Services, SA Department of Education & Children’s Services • Science by Doing Reference Group members References ACARA. (2010) Australian Curriculum: Science. Viewed March 2011, http://www.australiancurriculum.edu.au/Science/ Curriculum/F-10 BSCS. (2006) Why Does Inquiry Matter? Because That’s What Science is all About! Iowa, US: Kendall/Hunt Publishing Company. CSIRO. CREST Awards program. Viewed March 2010, www.csiro.au/crest DeBono, E. (1985) Six Thinking Hats. NY, USA : MICA Management Resources, Inc. Goldsworthy, A., Watson, J. R. & Wood-Robinson, V. (2000) Developing Understanding in Scientific Enquiry. The Association for Science Education: UK. Hackling, M., & Prain, V. (2008) Impact of Primary Connections on students’ science processes, literacies of science and attitudes towards science. A research report for the Australian Academy of Science. Canberra, ACT. Keogh, B. & Naylor S. (1999) Concept Cartoons in Science Education. Viewed March 2010, www.conceptcartoons.com Science by Doing (2008) Moving Together Pilot Resource. Australian Academy of Science: Canberra, ACT. Victoria Department of Education. Science Continuum P-10: Science Investigations. Viewed March 2010, www.eduweb. vic.gov.au/edulibrary/public/teachlearn/student/mapsciinvestigate.pdf Oakland Unified School District. Science in Oakland. Viewed March 2010, http://science.ousd.k12.ca.us www.sciencebydoing.edu.au SBDCR1-DSIS