weSPOT IST (FP7/2007-2013) under grant agreement N° 318499 Deliverable Title: D5.1 Diagnostic Tool Deliverable Authors: Elisabetta Parodi (ELS), Guido Cernuto (ELS), Alice Carminati (ELS), Fotini Haimala (FORTH), Marcus Specht (OUNL) Deliverable Workpackage: WP5 Deliverable Leader: ELS Date: 30.09.2013 weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 1 weSPOT Project – D5.1 Diagnostic instrument 2 Table of Contents 1. Introduction .............................................................................................................................................................................. 3 2. Online survey tools................................................................................................................................................................. 3 2.1 QuestionPro ........................................................................................................................................................................... 3 2.2 Freeonlinesurveys................................................................................................................................................................ 4 2.3 SurveyGizmo ......................................................................................................................................................................... 4 2.4 SoGoSurvey ............................................................................................................................................................................ 4 2.5 FluidSurveys........................................................................................................................................................................... 4 2.6 SurveyMonkey ...................................................................................................................................................................... 5 2.7 Zoomerang ............................................................................................................................................................................ 5 2.8 PollDaddy ............................................................................................................................................................................... 5 2.9 Google Forms ........................................................................................................................................................................ 5 2.10 Lower Cost Integrated Solutions ................................................................................................................................. 6 2.10 More Advanced Survey Packages ............................................................................................................................... 6 3. 1st weSPOT Diagnostic Tool: set-up of questionnaire ................................................................................................ 8 3.1 Requirements .................................................................................................................................................................... 8 3.2 Set-up................................................................................................................................................................................... 8 4 Conclusions and Outlook ................................................................................................................................................... 10 Annex 1 Test items for online questionnaire...................................................................................................................... 11 weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 2 weSPOT Project – D5.1 Diagnostic instrument 3 1. Introduction The weSPOT Diagnostic Tool uses the diagnostic indicators specified in WP2 to measure the level of inquiry competence of students. The tool is meant to enable students to understand how their competences in this area evolve over time and what deficiencies they need to address in order to improve their inquiry abilities. In the setup for different forms of assessment of the student skills and the implementation of a diagnostic instrument different tools have been discussed. In Deliverable 2.3.1 the main skills and competences have been defined and the indicators for their measurement have been identified. This deliverable focus on the technical implementation of the first component of the diagnostic instrument, extensions and the integration with the measures of the FCA tool and the Learning Analytics framework will be released in a later version. With the extensions the tool provides implementation and validation of theoretical assumptions about performance indicators and mastering of competences by elaborating mathematical formulas where data about the user's experience are taken as input, resulting into an assessment of his performance as output. In order to get a set of scientifically sound equations, pedagogical partners need the results of the empirical studies first. So it was agreed internally to the consortium to have first version of the Diagnostic Tool as a set of questionnaires to be filled after running the first pilots. Then the outcomes of the questionnaires will be elaborated to provide the formulas that in turn will be elaborated by a software component. In this document we present a short overview of tools that we analysed as software platform to provide the questionnaire. We also present a summary table together with requirements for the table and, of course, our choice and link to the online questionnaire. The questions for the online questionnaire and the relations to the different phases of the IBL model based on the developments of work package 2 are listed in Annex 1. 2. Online survey tools We decided to use existing online survey tools as many are already available. We carried on an analysis about most used, popular and recommended tools that we summarize below. We considered mainly the features and limitations provided by the free accounts. 2.1 QuestionPro QuestionPro1 allows to quickly create online surveys and polls with an intuitive web based software, available both on desktops and mobiles. The free version offers reports online only and it is not possible to download users’ answers locally. QuestionPro packages range from limited free versions to more advanced $15-$99/month options. The free package lets you re-use questions from one survey to the next, or pull questions from a standard survey template library. The more advanced packages offer unlimited surveys, questions and responses with skip logic, piping, randomization and even more complex survey logic, as well as multimedia and multilingual support. QuestionPro also offers an API to exchange survey data with outside applications, including a module for Salesforce.com integration. 1 http://www.questionpro.com/ weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 3 weSPOT Project – D5.1 Diagnostic instrument 4 2.2 Freeonlinesurveys Also FreeOnlineSurveys2 allows to easily create questionnaires with an intuitive and user-friendly interface. Thus, despite of the name, it does not offer reports for free. 2.3 SurveyGizmo SurveyGizmo3 provides an SGLite Account with limited capabilities and no monthly cost. Included in a SGLite Account: • Unlimited Surveys • 50 Responses per month, per project • A Single Summary Report for each project • 100s of Question Type Variations • Access to Support • Generate Test Data Even if the following are not included in a SGLite Account: • Unlimited Responses per Month • Create Custom Scripting • Send Email Invitations • Blog and Website Embeds • Create Tally & Pass/Fail Quizzes • Advanced Skip Logic & Branching Features 2.4 SoGoSurvey SoGoSurvey4 is a leader in online survey software. What sets it apart is ease of use, comprehensive features, powerful reporting, and responsive 24/7 support. Easy and even enjoyable to use, provides step-by-step survey wizards and a responsive customer support 24/7. Its features include nine powerful, real-time reports that can be easily shared via social media and export reports to MS Office programs. The free account provides only 10 surveys, 50 questions and 100 responses per month. 2.5 FluidSurveys FluidSurveys5 allows building an unlimited number of surveys & forms, starting from scratch or making use of expert designed survey templates. A simple drag & drop editor gives access to over 25 question types, skipping, branding and more. The basic, free account provides: 2 3 • Unlimited Surveys • 20 Questions Per Survey http://freeonlinesurveys.com/ http://www.surveygizmo.com/sglite/ 4 http://www.sogosurvey.com/static/packages.aspx?blnpackages=False 5 http://fluidsurveys.com/features/ weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 4 weSPOT Project – D5.1 Diagnostic instrument • 150 Responses per Survey • Ready Made Templates • Basic Reports 5 2.6 SurveyMonkey SurveyMonkey6 offers a popular online hosted survey tool that works well for basic surveys. The free version might be useful for very small and informal surveys, but allows very little customization of the look of the survey, no downloads of reports or data, and can only collect 10 questions and 100 responses per survey. 2.7 Zoomerang Zoomerang7 is similar to SurveyMonkey in many respects, but offers in general a somewhat more powerful package for somewhat more money. Like SurveyMonkey, there’s a very limited free package; the more useful Pro package is offered to nonprofits for $149/year for unlimited surveys, questions and respondents, and a Premium package ($449/year for nonprofits) includes mobile surveys, comparison reports, multi-user survey sharing and collaboration, and statistical analysis. The survey building tools are not quite as intuitive as SurveyMonkey’s, and it can be more difficult to learn. However, Zoomerang offers more extensive reporting, with a flexible cross-tabulation report tool that lets survey administrators see the data relationships across any set of questions. 2.8 PollDaddy 8 PollDaddy offers surveys and polls that can be easily embedded into external websites and applications. The free package offers a maximum of 10 questions per survey and 100 responses per month, plus basic reporting. More advanced versions cost between $200/year and $900/year. Survey features are more limited than some of the other options in this category, with no skip logic or piping, but survey administrators have a lot of flexibility over the look of the survey, by selecting from pre-designed templates, or fully customizing the template by editing stylesheet code. Surveys can be delivered in popup windows, and results can be tracked via RSS feed. 2.9 Google Forms Google Forms is a useful tool to help planning events, sending a survey, giving students a quiz, or collecting other information in an easy, streamlined way. Google Forms provides a flexible form and survey development interface with built-in reporting. Google Forms is the start of an incredibly versatile data collection framework. Survey data is far from being difficult, nor costly, to store. A Google form can be connected to a Google spreadsheet. If a spreadsheet is linked to the form, responses will automatically be sent to the spreadsheet. Otherwise, users can view them on the “Summary of Responses” page accessible from the Responses menu. 6 www.surveymonkey.com 7 www.zoomerang.com www.polldaddy.com 8 weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 5 weSPOT Project – D5.1 Diagnostic instrument 6 2.10 Lower Cost Integrated Solutions There are a number of inexpensive solutions that bundle in additional features outside of surveys and polls. However, the survey functionality within these integrated tools tends be fairly basic, and they’re unlikely to meet the needs for advanced survey logic or analysis features. • Constant Contact Although known primarily as an email marketing tool, Constant Contact9 offers “Listen-Up,” a hosted survey tool with some interesting benefits. There’s no free option, but fee-based packages are competitive with other lower-cost options, ranging from about $10/month to $150/month, depending on the number of respondents who will be answering surveys. Constant Contact offers more than 40 predesigned templates with some ability to customize. Surveys can include skip logic, and can be scheduled in advance. The tool also offers a variety of emailing and email management services, including contact importing, list segmentation and basic contact management. Reports are quite basic, but data can be exported for analysis in another tool. • FormSite FormSite10 offers a tool for building website forms—everything from simple “contact us” forms to evaluation forms. Although the focus is forms for feedback and test-taking, FormSite offers a basic set of survey features, and may be useful to those looking to collect a lot of different types of information via web-forms. Features include multiple page surveys, question randomization, basic skip logic and piping. Surveys can be customized to match your website by someone familiar with HTML. They offer a variety of prices, including a limited free account, and packages ranging from $10/month to $100/month. • Moodle Moodle11 is a powerful open source course management software package primarily targeted at schools and universities. It integrates website content management and online course management with survey and test-taking solutions. The survey tools are geared toward those gathering feedback from students to assess teaching methods, and several verified survey instruments are provided for this purpose. Moodle may be appropriate for nonprofits running training programs or schools seeking an all-in-one website, course and survey management solution for their programs. The package is free to download, but will require substantial technical knowledge to install, configure, customize and support. 2.10 More Advanced Survey Packages For larger-scale research, marketing and feedback analysis projects, a more powerful survey package could provide welcome functionality. These tools offer significantly more advanced question formats, survey logic and data analysis. The more complex functionality makes them more difficult to use without training, especially for those without prior survey design expertise. • Qualtrics Qualtrics12 provides advanced survey logic and analysis targeted at research surveys, with a focus 9 www.constantcontact.com www.formsite.com 11 www.moodle.org 12 www.qualtrics.com 10 weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 6 weSPOT Project – D5.1 Diagnostic instrument 7 on academic institutions. The Qualtrics Research Suite provides data analysis support for crosstabulation, conjoint analysis, subgroup analysis, time series analysis, and more. A free account includes: o o o o Unlimited surveys (1 active at a time) 250 completed responses 100 outgoing emails Qualtrics University online support • LimeSurvey LimeSurvey13 is a powerful, free and open source survey package appropriate for nonprofits looking for advanced survey logic and analysis features and who have substantial technology support. Its range of features includes full customization of survey look and feel, support for 40 different languages, piping, skip logic, a library of available survey questions and blast emailing. The tool has a large support community and is under active development. This is an open source package that can be downloaded for free, installed on your own web server, and customized to your needs by a developer with knowledge of PHP/ MySQL. Although the tool itself is free, be prepared to bear the costs for your own web hosting, and the time it takes to properly install, configure, customize and support this product on your own. • Key Survey Key Survey14 is the most robust of the advanced survey tools covered in this article. Prices range from $1,950 to $5,950/year for single-user subscriptions. It offers a full set of features, including several unusually advanced ones such as LDAP integration to allow single-sign-on models for large organizations, role based permissions, support for “teacher/student” surveys, multimedia questions and much more. Key Survey also offers an API to exchange survey data with outside applications, with a module for Salesforce.com integration. QuestionPro Main advantages Intuitive interface FreeOnlineSurveys Intuitive interface SurveyGizmo • Unlimited Surveys • 50 Responses per month, per project • A Single Summary Report for each project • 100s of Question Type Variations • Access to Support • Generate Test Data Ease of use, comprehensive features, powerful reporting, and responsive 24/7 support Main drawback The free version offers reporting online only, no possibility to download data The free version offers reporting online only, no possibility to download data No: • Unlimited Responses per Month • Create Custom Scripting • Send Email Invitations • Blog and Website Embeds • Create Tally & Pass/Fail Quizzes • Advanced Skip Logic & Branching Features The free account provides only 10 surveys, 50 questions and 100 responses per month. Unlimited number of surveys & forms, starting from scratch or The basic, free account provides: • Unlimited Surveys SoGoSurvey FluidSurveys 13 14 www.limesurvey.org www.keysurvey.com weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 7 weSPOT Project – D5.1 Diagnostic instrument SurveyMonkey Zoomerang PollDaddy Google Forms making use of expert designed survey templates. A simple drag & drop editor gives access to over 25 question types, skipping, branding and more. Online hosted survey tool that works well for basic surveys. The free version might be useful for very small and informal surveys. Similar to SurveyMonkey in many respects Surveys and polls can be easily embedded into external websites and applications. It provides a flexible form and survey development interface with built-in reporting. Survey data is far from being difficult, nor costly, to store. 8 • 2only 0 Questions Per Survey • 150 Responses per Survey • Ready Made Templates • Basic Reports Very little customization of the look of the survey, no downloads of reports or data, and can only collect 10 questions and 100 responses per survey. Very limited free package The free package offers a maximum of 10 questions per survey and 100 responses per month, plus basic reporting. More advanced versions cost between $200/year and $900/year. Survey features are more limited than some of the other options in this category, with no skip logic or piping, but survey administrators have a lot of flexibility over the look of the survey. Essential GUI. Table 1: Summary of tools for questionnaire, their main advantages and drawbacks 3. 1st weSPOT Diagnostic Tool: set-up of questionnaire 3.1 Requirements The approximate total number of students for all test beds is 730 students, this is also the maximum estimated number of students accessing the questionnaire. The number of users accessing the questionnaire at the same time depends on the formation of groups of students which will be done after the schools open (after September 2013), as all pilot partners have stated. Before September groups of students cannot be formed. According to the evaluation framework the number of students in each group should be minimum 15 and maximum 60. On average, each group should be one classroom so this is max 30 students for schools. As such an approximate number of 30 students may use the questionnaire in the same time in each test-bed (for schools). For Universities where classrooms might be composed of more than 30 students, I believe that a max of 50 students could be in each group. There is a possibility that 2 groups in each test-bed work on the questionnaire the same time. It is rather unlikely that 2 or more groups from different testbeds work on the questionnaire in the same time. 3.2 Set-up In the end we decided to set up a Google form. This appeared the best solution in terms of: • affordance (no costs), weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 8 weSPOT Project – D5.1 Diagnostic instrument 9 supported number of users and questions/answers (no limits/restrictions/constraints, while other softwares require to count total/concurrent users and/or number of answers per month/questionnaire), • availability of basic reports (tables with diagrams and statistics are available, while other tools sometimes don’t provide reports or have limitations over them). In addition to these features, a basic administrator’s interface is also provided for the creation of the questionnaire. Even if quite skinny, it provides in an intuitive way many basic facilities for the creation of the questions and a few graphical options. The 1sst set up resulted in the questionnaire at: • http://tinyurl.com/qe7st6a Figure 1and Figure 2 below present respectively a screenshot of a questionnaire page and a sample of available reporting information and display. Figure 1: Online questionnaire for Diagnostic Tool weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 9 weSPOT Project – D5.1 Diagnostic instrument 10 Figure 2: Sample reporting 4 Conclusions and Outlook As agreed within the consortium, we set up an online questionnaire as 1st version of the Diagnostic Tool. We will collect feedback about the questionnaire content and supporting tool in the next period, such feedback will go respectively to WP2 for the theoretical part and to WP5 for deciding if keeping the Google Form or moving to another software platform and/or how to change the questionnaire to enhance usability, if needed. After validation of the first questionnaire in English also localization is planned. Once enough questionnaire answers are collected to progress with the theoretical definitions and diagnostic indicators are specified and described, we will be able to move to the development of further software prototypes of the Diagnostic Tool. weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 10 weSPOT Project – D5.1 Diagnostic instrument 11 Annex 1 Test items for online questionnaire IBL Diagnostic Questionnaire-Draft Instructions: Please examine all options before responding; select the single best answer. Thank you. 0. Context Scientific ideas are based on reason and evidence, and not on guesses, hunches, or insights. This statement is ____ because ____. a) true – scientists only deal with facts and avoid bias due to guesses, hunches, and insights. b) true – scientists always follow the “Scientific Method” and it does not allow for guesses, hunches, or insights. c) false – scientists only deal with theories that are subject to error. d) false – reason, evidence, and creativity are all important for the creation of scientific ideas. 1. Question/hypothesis A scientific hypothesis is best defined as a: a) well tested explanation supported by lots of evidence from experiments b) proposed explanation that incorporates available evidence c) statement of the relationship between two variables d) prediction of what will happen 1.1 Embedding Scientists should ______________ the work of other scientists, especially if that work will serve as the basis for other scientists’ future efforts. a) review and check b) read c) do nothing 1.2 Existing knowledge Scientists with good existing knowledge of an area can identify more accurately what needs to be tested. a)True b)False 1.3 Mental representation Scientists who have a clear mental image/representation of their hypothesis can proceed with their inquiry because________________ a) they are more confident b) they have a better idea of what needs to be done c)they could guess the expected outcomes d)they could draw their approach 1.4 Language/definitions weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 11 weSPOT Project – D5.1 Diagnostic instrument 12 Do scientists need to consider the differences in language/definitions in the field before they start their inquiry? a)Yes, because differences in definitions can indicate different approaches b)Yes, because different definitions indicate problems c)No, because all definitions are the same d)No, because different definitions just reveal different language understanding 1.5 Field of research Scientists usually do a standalone research that does not need to define the field/domain that their research will take place? a)True, because research fields are unrelated b)True, because they know the domain very well c)False, because the definition of the field will help them to place their research into the current work d)False, because the definition of the field will help them conduct better research 1.6 Ethics The research hypothesis for a study of a drug on hypertension requires the administration of the drug at different doses to 50 laboratory mice, with chemical and behavioural tests to determine toxic effects. Do scientists involved in the study need to think about ethics at this early stage? a)Yes, because it involves animals b)Yes, because it involves laboratory experiments b)No, since it does not involve human participants b)No because it is too early 1.7 Empirical meaning Empirical research is based on ______________________ a) personal and social beliefs b) observed and measured phenomena c)theories d)scientific guesses 1.8 Reflection Reflection is a process that begins with looking back on a situation, evaluating it, learning from it and then using the new knowledge to help you in future similar situations. Reflection at this stage can help scientists’ to______________________ a)have better results b)identify mistakes c)make better analysis of their data 2. Operationalisation (realisation of idea with the aim to measure) Scientists think of scientific knowledge as: a) beliefs supported by repeatable, observable evidence b) unchanging eternal truths c) assumptions about the world d) self-evident statements about the world 2.1 Indicators When running experiments usually scientists do need to_____________activities. a)only observe weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 12 weSPOT Project – D5.1 Diagnostic instrument 13 b) measure c)describe 2.2 Predictions à Which of the following is the alternate hypothesis: a) Ho: μ = 5 b) Ha: μ ≠ 5 c) Ha ≠ Ho 2.3 Resources A scientist needs to have a clear idea about the recourses (e.g. library, textbooks, technology, tools etc.) he/she needs to perform his/her inquiry because that will help him to ____________ a)find the information he needs quicker and more efficiently b)feel better and reassured about his inquiry c)calculate how many resources he will need 2.4 Methodology (of data collection and processing) A scientist needs to run an experiment to find out the right dosage for a new drug against fever. The method he will use to run his experiment is _______________ a)Qualitative method b)Quantitative method c)Mixed research methods 2.5 Ethics (Ethical issues) The research hypothesis for a study of a drug on hypertension requires the administration of the drug at different doses to 50 laboratory mice, with chemical and behavioural tests to determine toxic effects. Do scientists involved in the study need to think about ethics at the operationalisation stage? a)Yes, because ethics are important throughout the process b)Yes, because it involves laboratory experiments b)No, since they only concerned with the methodology and measurement b)No because they considered at an earlier stage 2.6 Reflection Reflection is a process that begins with looking back on a situation, evaluating it, learning from it and then using the new knowledge to help you in future similar situations. Reflection at this stage can help scientists’ to______________________ a)have better results b)identify mistakes c)make better analysis of their data 3. Data collection Scientists think of scientific knowledge as: a) beliefs supported by repeatable, observable evidence b) unchanging eternal truths c) assumptions about the world d) self-evident statements about the world 3.1 Information foraging weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 13 weSPOT Project – D5.1 Diagnostic instrument 14 When good scientists using a book, article, report, or Web site for your research, it is important to judge how reliable the source is. a)True b)False 3.2 Systematic observation When scientists do systematic observation they ______________________ a) evaluate activities and performance b)only watch activities and performance c) measure any activities or performance 3.3 Experimentation Scientific knowledge is usually not based only upon experiments. An experiment usually tests ____________ a) facts b) a hypothesis c)personal beliefs 3.4 Tools Scientists use a wide variety of tools to help them learn about the world around us. What tool will help a scientist to see microorganisms? a)lens b)microscope c)telescope 3.5 Simulation Scientists cannot run experiments on computers. a)True b)False 3.6 Data storage 3.7 Data security 3.8 Documentation For all three (Data storage, Data security, Documentation) Scientists working at public institutions share certain values such as careful record keeping, making accurate measurements, and reporting procedures, data and results accurately. This statement is ____ because scientists ____. a) false – hide their procedures and data from other scientists b) false – don’t have a common set of values c) false – don’t follow the “Scientific Method” d) true – generally want others to be able to repeat their observations and experiments 3.9 Classification After collecting data scientists usually classify their data, which involves_______________ a) organise their data into groups b)storing their data safely c)encrypting their data 3.10 Reflection weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 14 weSPOT Project – D5.1 Diagnostic instrument 15 Reflection is a process that begins with looking back on a situation, evaluating it, learning from it and then using the new knowledge to help you in future similar situations. a)True b)False 4. Data Analysis (processing) 4.1 Quantitative analysis (Statistical methods/analysis) A scientist wishes to conduct an experiment to determine the relationship between distance, speed, and time using one or more motorized toy cars. Which would be the best way to proceed? a) Observe the motion of several motorized cars going different speeds and make a graph – plotting distances and speeds on one axis and times on the other. b) Use one car with a fixed speed. Measure distances at various times. Make a graph of distance versus time. Do this again with cars of different fixed speeds. c) Take the speed of all cars and average them, and divide this average by time. d) Use the formula distance = speed * time 4.2 Qualitative analysis A scientist wishes to determine how students perceive their teachers. Which would be the best way to proceed? a) Observe students b) Record grades c) Conduct interviews d) Measure temperature 4.3 Tools Scientists need to be certain about the tools they will use to collect their data. a)Always b)Never c)Sometimes 4.4 Visualisation Scientists are using graphs to present their data because they want __________________ a) to simplify data values and promote understanding b) to improve the appearance of their documents c) to show to the fellow scientists that their work is professional d) to save time 4.5 Noise reduction (of data) Noisy data is meaningless data. Therefore scientists by removing corrupted or uncompleted data can _____________________ a) save time in their analysis b)improve their results c)simplify data analysis d) enhance data analysis 4.6 Reflection Scientists do not usually reconsider their actions at this stage since they have done it earlier in the process. a)True b)False weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 15 weSPOT Project – D5.1 Diagnostic instrument 16 5. Interpretation/discussion 5.1 Embedding (Embedding into existing theories/results/domain knowledge (classification)) When scientists judge evidence, they make reference to what they already know about _______________ a) the world around them b) their personal beliefs about the world c)popular beliefs about the world 5.2 Confirmation/falsification (of the initial question/hypothesis) After making observations or conducting an experiment, a good scientist will report all evidence, including valid evidence that contradicts the expected outcome. a) True b) False 5.3 Significance (statistical) When researchers say a result is "highly significant" they mean it is _______________. a) always true b) very probably true c)never true d)sometimes true 5.4 Relevance (of the results) Well established scientific conclusions will generally remain unchanged with the passage of time, but are subject to change in the light of new evidence. This statement is ____, because ____. a)true – science is composed of theories that have a high probability of being wrong. b) true – scientific conclusions might change when new contradictory evidence is found. c) false – once scientists make scientific conclusions, these conclusions can and will never change in the future because laws of the universe are always and everywhere the same. d) false – science is the search for truth, and truth never changes. 5.5 Threshold Threshold is statistical concept and it is expresses as ____________. a)a value b)text c)a hypothesis d)a theory 5.6 Exhaustion Jean has a hypothesis about how a certain chemical reaction occurs. Based on her hypothesis, she predicts that mixing chemical A with chemical B will produce chemical C. She mixes A with B and the result is mostly chemical C, but chemical D is also produced in a small amount. Which of the following conclusions may Jean properly draw about her hypothesis? a) her hypothesis has been proven correct b) her hypothesis appears to be supported, but needs to be refined c) her hypothesis is most likely completely wrong d) she cannot draw any conclusion from the results weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 16 weSPOT Project – D5.1 Diagnostic instrument 17 5.7 Reflection When scientists interpret their results do not usually reflect upon them. a)True, since they have done it before b)True, because it is too late to change anything c)False, because they can still identify and note errors and problems d)False, because they can identify the errors and exclude them 6 Communication 6.1 Strategy Effective communication requires effective strategy and a coherent plan of action. Therefore a scientist should _____________________ a)put in place a strategy to communicate his/hers work in the most effective way b)use the most convenient way to communicate his/hers work c)not bother, because the most important thing is his research and not its communication d)choose the most scientific way to communicate his results 6.2 Audience When presenting scientific work, scientists should consider their audience and adjust their presentations accordingly. a)True b)False 6.3 Tools A good scientist would not consider many different tools to present his/her work because that will make his message accessible to wider audience and his main audience is his fellow scientists. a)True b)False 6.4 Dissemination (Events/Presentation/Publication) After making observations or conducting an experiment, a good scientist should communicate the results using__________________. a) many different events b) one main event c)only private events d)only public events 6.5 Discussion After making observations or conducting an experiment, a good scientist will report, discuss and evaluate all evidence, ______________________________________. a) understating valid evidence that contradicts the expected outcome b) excluding valid evidence that contradicts the expected outcome c) including valid evidence that contradicts the expected outcome 6.6 Feedback (Receiving and reacting) After disseminating the results, a good scientist should be open to positive and negative feedback. a)Always b)Never weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 17 weSPOT Project – D5.1 Diagnostic instrument 18 c)Sometimes 6.7 Writing up After finishing the analysis of the results, a good scientist usually produces __________. a) a video b) a summary of his results c) a detailed report d) a power point presentation 6.8 Reflection At the communication stage of their research, scientists usually do_______________________. a) not reflect because they cannot change anything b) not reflect because they are sure about their work c) reflect because they learn from it and then use the new knowledge to help them in future similar situations d) reflect because they are uncertain about their work Answers 0. d 1. b 1.1 a 1.2 a 1.3 b 1.4 a 1.5 c 1.6 a 1.7 b 1.8 b 2. a 2.1 b 2.2 b 2.3 a 2.4 b 2.5 a 2.6 b 3. a 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 a c b b b d d d weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 18 weSPOT Project – D5.1 Diagnostic instrument 19 3.9 b 3.10 a 4. Data Analysis (processing) 4.1 b 4.2 c 4.3 a 4.4 a 4.5 d 4.6 b 5. Interpretation/discussion 5.1 a 5.2 a 5.3 b 5.4 b 5.5 a 5.6 b 5.7 c 6. Communication 6.1 b 6.2 a 6.3 b 6.4 a 6.5 c 6.6 a 6.7 c 6.8 c weSPOT Project - IST (FP7/2007-2013) under grant agreement N° 318499 19
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