...evaluation methods and how they support the human factors design cycle 2. Design formative and summative human factors studies 3. Understand representative sampling and the implications for study design and generalization 4. Design an experiment considering variables that are measured, manipulated, controlled, and cannot be controlled 5. Interpret results and recognize the limitations of a study 6. Identify the ethical issues associated with collecting data with human subjects 1 April 3, 2016 PURPOSE OF EVALUATION 3 TIMING AND TYPES OF EVALUATION 5 LITERATURE REVIEW, HEURISTIC EVALUATION, AND COGNITIVE WALKTHROUGHS USABILITY TESTING COMPREHENSIVE EVALUATION AND CONTROLLED EXPERIMENTS IN-SERVICE EVALUATION 5 7 8 9 STEPS IN CONDUCTING A STUDY 10 STUDY DESIGN 11 ONE FACTOR WITH TWO LEVELS ONE FACTOR WITH MORE THAN TWO LEVELS MULTIPLE FACTORS BETWEEN-SUBJECTS DESIGN WITHIN-SUBJECT DESIGNS MIXED DESIGNS SAMPLING PEOPLE, TASKS, AND SITUATIONS 13 13 13 14 14 14 15 MEASUREMENT 15 DATA ANALYSIS 16 ANALYSIS OF CONTROLLED EXPERIMENTS ANALYSIS OF DESCRIPTIVE STUDIES 16 17 DRAWING CONCLUSIONS AND COMMUNICATING RESULTS 18 STATISTICAL SIGNIFICANCE AND TYPE I AND TYPE II ERRORS STATISTICAL AND PRACTICAL SIGNIFICANCE GENERALIZING AND PREDICTING 18 19 19 DRIVER DISTRACTION: EXAMPLE OF A SIMPLE FACTORIAL DESIGN 19 ETHICAL ISSUES 21 CONCLUSION...
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...practice of re-designing service failure recovery and complaint management. Their findings suggest that that the traditional “customer-centricity” model is being replaced by a “customer-compliance business model” of service provision. The 2007 article by Dellande and Nyer called “Using Public Commitment to Gain Customer Compliance” aims to investigate the role of public commitment in gaining customer compliance in a long-term service when the customer is away from the provider. Their findings suggest that motivation is the key customer attribute in gaining compliance. Critical Evaluation of Methodology Used The research design used in Dellande, Gilly and Graham’s article is mentioned as being Cross-Sectional Design, which is defined by Bryman and Bell (2011) as a design which entails the collection of data on more than one case and at a single point in time in order to collect a body of quantifiable data in connection with the two or more variables, which are examined to detect patterns of association. Even though the article enlists several variables which are used to support the theory the research was conducted only at the weight-loss clinic “Lindora Comprehensive Weight Control”. Lindora’s website (2012) specifies that the weight management program is specific for their company, therefore implying that the results...
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...to measuring attitudes; some simply see attitudes as a global indicator of a person's feelings (i.e., affect = attitude) toward an object or behavior. No matter the approach, these is significant diagnostic value to both researchers and practitioners in understanding the different scale measurements used to capture people's belief structures versus emotional feelings versus behavior tendencies. Tell how to correctly design and text Likert, semantic differential, and behavior intention scales, and explain their strengths and weaknesses. Likert scale designs uniquely use a set of agreement/disagreement scale descriptors to capture a person's attitude toward a given object or behavior. Contrary to popular belief, a Likert scale format does not measure a person's complete attitude, only the cognitive structure. Semantic differential scale format are exceptional in capturing a person's perceptual image profile about a given object or behavior. This scale format is unique in that it uses a set of bipolar scales to measure several different yet interrelated factors (both cognitive and affective) of a given object or behavior. Multiattribute affect scales use scale point...
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...ourse/15548 Week 1 Answer the following questions: 1. Jackson (2012) even-numbered Chapter Exercises (p. 244). 2. What is the purpose of conducting an experiment? How does an experimental design accomplish its purpose? 3. What are the advantages and disadvantages of an experimental design in an educational study? 4. What is more important in an experimental study, designing the study in order to make strong internal validity claims or strong external validity claims? Why? 5. In an experiment, what is a control? What is the purpose of a control group? Of single or multiple comparison groups? 6. What are confounds? Give an example of a design that has three confounds. Describe three ways to alter the design to address these confounds and explain the advantages and disadvantages of each. 7. What does “cause” mean and why is it an important concept in research? How are correlation and causation related? 8. You are a researcher interested in addressing the question: does smiling cause mood to rise (i.e., become more positive)? Sketch between-participants, within-participants, and matched-participants designs that address this question and discuss the advantages and disadvantages of each to yielding data that help you answer the question. Describe and discuss each design in 4-5 sentences. Week 2 This is a two part assignment that will be submitted within one document. Part I Part I checks your understanding of key concepts from Jackson and Trochim...
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...5548 Week 1 Answer the following questions: 1. Jackson (2012) even-numbered Chapter Exercises (p. 244). 2. What is the purpose of conducting an experiment? How does an experimental design accomplish its purpose? 3. What are the advantages and disadvantages of an experimental design in an educational study? 4. What is more important in an experimental study, designing the study in order to make strong internal validity claims or strong external validity claims? Why? 5. In an experiment, what is a control? What is the purpose of a control group? Of single or multiple comparison groups? 6. What are confounds? Give an example of a design that has three confounds. Describe three ways to alter the design to address these confounds and explain the advantages and disadvantages of each. 7. What does “cause” mean and why is it an important concept in research? How are correlation and causation related? 8. You are a researcher interested in addressing the question: does smiling cause mood to rise (i.e., become more positive)? Sketch between-participants, within-participants, and matched-participants designs that address this question and discuss the advantages and disadvantages of each to yielding data that help you answer the question. Describe and discuss each design in 4-5 sentences. Week 2 This is a two part assignment that will be submitted within one document. Part I Part I checks your understanding of key concepts from Jackson and...
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...September 10, 2012 Distinguish between the following exploratory and formal studies. Exploration helps when researchers lack a clear idea of problems they will meet during the study. With exploration researchers develop concepts more clearly, establish priorities, develop operational definitions and improve the final research design. Exploratory studies tend toward loose structures with the objective of discovering future research tasks. The purpose of exploration is usually to develop hypotheses or questions for further research. The formal study begins where the exploration leaves off it begins with a hypothesis or research question and involves precise procedures and data source specifications (Cooper, Schindler). Experimental and ex-post facto research design. In an experiment researchers attempt to control or manipulate the variables in the study. Experimental design is appropriate when one wishes to discover if certain variables produce effects in other variables. Experimentation provides the most powerful support possible for a hypothesis of causation. With an ex-post facto design investigators have no control over the variables in the sense of being able to manipulate them. They can report only what has happened or what is happening it is important for researchers using this design not influence the variables to do so introduces bias. There research is limited to holding factors constant by judicious selection of subjects according to strict sampling procedures...
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...1. Cross-sectional studies (also known as cross-sectional analyses, transversal studies, prevalence study) form a class of research methods that involve observation of all of a population, or a representative subset, at one specific point in time. They differ from case-control studies in that they aim to provide data on the entire population under study, whereas case-control studies typically include only individuals with a specific characteristic, with a sample, often a tiny minority, of the rest of the population. Cross-sectional studies are descriptive studies (neither longitudinal nor experimental). Unlike case-control studies, they can be used to describe, not only the Odds ratio, but also absolute risks and relative risks from prevalences (sometimes called prevalence risk ratio, or PRR).[1][2] They may be used to describe some feature of the population, such as prevalence of an illness, or they may support inferences of cause and effect. Longitudinal studies differ from both in making a series of observations more than once on members of the study population over a period of time. Cross-sectional studies in medicine Cross-sectional studies involve data collected at a defined time. They are often used to assess the prevalence of acute or chronic conditions, or to answer questions about the causes of disease or the results of medical intervention. They may also be described as censuses. Cross-sectional studies may involve special data collection, including questions about...
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...DESIGNING A STUDY TO GENERATE EVIDENCE FOR NURSING * The choice of research method is dictated by the problem statement and goal of the research. Because research goals and problem vary, research methods also vary. Research design can be thought of as the structure of research, the “glue” that holds together all of the elements in a research project. One of the biggest challenges of a nurse researcher is to decide which research design and method to use. * Research Design is the researchers overall plan of how the study will be conducted. The plans contains such details as the type of data to be collected, the techniques or the means to be used to obtain these data, the basis for the choice of the subjects, the manner of determining sample size, the instruments to be used and their validation, and the data analysis scheme which includes the application of the statistical tools for treatment of data. Criteria for choice of Research Design * Logically sound * Comprehensive enough to solve the problem * Reasonably clear & precise * Clearly spelled out * Free from weaknesses Elements to consider in the choice of Research Design * The total population from which to select the study samples * The method of selecting the samples or study respondents * The alternative versions of independent variable under study * The criterion measures evaluating the effects of the independent variables * The statistical treatment of data, using...
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...statements about averages bother very few, they ought to bother many" (Journal of Management Studies, vol. 30(6), 1993). Do you agree with these statements? If so, why, and what are the implications of your beliefs for research methods in strategic management and organization science? If not, why not, and what are the implications of your beliefs for research methods in those areas? Lay out the components of the Runkel and McGrath (1972) Research Cycle and the Martin (1982) Garbage Can Model of the research process. What are the aims of either approach? What assumptions does each approach make? What basic themes does each approach emphasize? What kinds of constraints on the process of doing research does each approach highlight? How are the two approaches alike and different in other ways? What are the likely pitfalls of viewing the research process from only one of these two viewpoints? Define (and discuss important features or issues concerning) the following constructs of Philosophy and Logic of Science. (Define any four terms). 1. Null hypothesis 3. Paradigm 4. Independent variable 5. Operational definition 6. Nomological network 8. The fallacy of affirming the consequent 9. Theory 2. Logical empiricism (positivism) 7. Modus tollens A4. Organizational Studies may be described as either a basic or an applied discipline. From your point of view, is Organizational Studies a basic discipline or an applied discipline, or both? What should it be? When answering this...
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...EXP.NO: DATE: OPTIMIZATION TECHNIQUES IN PHARMACEUTICAL FORMULATION AND PROCESSING AIM: To Study The Optimization Techniques in Pharmaceutical Formulation and Processing. INTRODUCTION: The term Optimize is defined as “to make perfect”. It is used in pharmacy relative to formulation and processing. Involved in formulating drug products in various forms. It is the process of finding the best way of using the existing resources while taking in to the account of all the factors that influences decisions in any experiment. Optimization parameters: Optimization parameters Problem types Variable Constrained Unconstrained Dependent Independent Relationship between independent variables and response defines response surface. Representing>2 becomes graphically impossible. Higher the variables, higher are the complications hence it is to optimize each & everyone. Optimization is not a Screening method. Response surface representing the relationship between the independent variables X1 and X2 and the dependent variable Y. Classic optimization: It involves application of calculus to basic problem for maximum/minimum function..Limited applications i. Problems that are not too complex ii. They do not involve...
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...Sociological Research: Designs, Methods Sociologists use many different designs and methods to study society and social behavior. Most sociological research involves ethnography, or “field work” designed to depict the characteristics of a population as fully as possible. Three popular social research designs (models) are * Cross-sectional, in which scientists study a number of individuals of different ages who have the same trait or characteristic of interest at a single time * Longitudinal, in which scientists study the same individuals or society repeatedly over a specified period of time * Cross-sequential, in which scientists test individuals in a cross-sectional sample more than once over a specified period of time Six of the most popular sociological research methods (procedures) are the case study, survey, observational, correlational, experimental, and cross-culturalmethods, as well as working with information already available. Case study research In case study research, an investigator studies an individual or small group of individuals with an unusual condition or situation. Case studies are typically clinical in scope. The investigator (often a clinical sociologist) sometimes uses self-report measures to acquire quantifiable data on the subject. A comprehensive case study, including a long-term follow-up, can last months or years. On the positive side, case studies obtain useful information about individuals and small groups. On the negative side...
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...G541: Psychological Investigations The aim of this booklet is to provide you with practical activities to enhance your understanding of psychological investigations. Once completed it will provide a valuable revision tool…so take care of it!! The information covered in this booklet will also be of valuable when it comes to evaluating and understanding the methods used in the core studies. Research Methods and Techniques used in Psychological Investigations ------------------------------------------------- Methods and Techniques ------------------------------------------------- ------------------------------------------------- Experimental Methods: ------------------------------------------------- ------------------------------------------------- The term experimental method refers to the method used to carry out the experiment. There are three main types of experiment – lab, field and natural/quasi. Research Method | Definition: | Advantage(s) | Disadvantage(s) | Laboratory experiment | A test under controlledconditions that is madeto demonstrate a knowntruth, examine the validityof a hypothesis, or determine the efficiency of something previously untried. | The research can better establish causality through reducing the number of confounds via a controlled environment like a lab setting. | The results may be artificial and not apply to the real world, there may be researcher bias or a social desirability affects, and the results may only apply to...
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...uminary ReviResearch Definitions and Study Guide for Luminary Comps HC3 - 2013 Ideology | Oversimplified explanations for social behavior that focus on one or a few variables to explain a social phenomenon. Ideologies are resistant to change and become entwined with moral, instead of empirical arguments. Begins and ends with facts. | Social Theory | A systematic, detailed means of explaining why a social phenomenon exists that recognizes the influences of a multitude of factors, is subject to change, and avoids moral arguments in favor of empirical arguments. Begins with a question and ends with facts. | Concepts or Constructs | Abstract terms people use to describe reality. People may share general definitions or understandings of a concept, but because they are abstract, the specific interpretation of these concepts among many people may differ. An abstraction. Cannot be measured directly. | Dimensions | A theoretical term used to describe clusters of concepts that together represent a broader, more complex concept. | Conceptual Definition | Is the working or “dictionary type” definition a researcher uses for a concept. It tends to be nonspecific | Operational Definition | Is used to define something (e.g. a variable, term, or object) in terms of a process (or set of validation tests) needed to determine its existence, duration, and quantity. | Measurement | The process of observing concepts, as indicated by their operational definitions, and assigning some...
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...1 EDUCATIONAL RESEARCH Unit Structure 1.0 Objectives 1.1 Introduction 1.2 Sources Acquiring Knowledge 1.3 Meaning, Steps and Scope of Educational Research 1.4 Scientific Method, aims and characteristics of research as a scientific activity 1.5 Ethical considerations in Educational Research 1.6 Paradigms of Educational research 1.7 Types of Research 1.7.a Fundamental 1.7.b Applied Research 1.7.c. Action Research 1.0 OBJECTIVES : After reading this unit, you will be able to: 1 To explain the concept of Educational Research 2 To describe the scope of Educational Research 3 To state the purpose of Educational Research 4 To explain what is scientific enquiry. 5 To explain importance of theory development. 6 To explain relationship among science, education and educational research. 7 To Identity fundamental research 8 To Identity applied research 9 To Identify action research 10 To Differentiate between fundamental, applied, and action research 11 To Identify different paradigms of research 2 1.1 INTRODUCTION : Research purifies human life. It improves its quality. It is search for knowledge. If shows how to Solve any problem scientifically. It is a careful enquiry through search for any kind of Knowledge. It is a journey from known to unknown. It is a systematic effort to gain new knowledge in any kind of discipline. When it Seeks a solution of any educational problem it leads to educational...
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...ENVIRONMENT DESIGN GUIDELINES The design of the 3-D virtual environments affect the usability, effectiveness, acceptability of 3D password. The first step in building a 3D password system is to design a 3D environment that reflects the security requirements. The design of 3D virtual environments should follow these VIII. SECURITY ANALYSIS 3D Password space size To determine the password space, we have to count all possible 3D passwords that have a certain number of actions, interactions, and inputs towards all objects that exist in the 3D virtual environments. 3D password distribution knowledge Users tend to use meaningful words for textual passwords. Therefore finding these different words from dictionary is a relatively simple task which yields a high success rate for breaking textual passwords. Pass faces users tend to choose faces that reflect their own taste onfacial attractiveness, race, and gender. Every user has different requirements and preferences when selecting the appropriate 3DPassword. This fact will increase the effort required to find a pattern of user’s highly selected 3D password. In addition, since the 3D password combines several authentication schemes into a single authentication environment, the attacker has to study every single authentication scheme and has to discover what the most probable selected secrets are. Since every 3D password system can be designed according to the protected system requirements, the attacker has to separately study every 3D password...
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