quantitative tools for decision making ppt

And, best of all, most of its cool features are free and easy to use. And, best of all, most of its cool features are free and easy to use. It is a great solution for the issues and provides the latest technology to the widespread use of the quantitative mode among other types of the survey by analyzing and collection of the information. That's all free as well! They'll give your presentations a professional, memorable appearance - the kind of sophisticated look that today's audiences expect. The global advanced distribution management systems market is expected to witness a CAGR of 19% over the forecast period (2019-2029). Quantitative Analysis for Management. - Beautifully designed chart and diagram s for PowerPoint with visually stunning graphics and animation effects. And they’re ready for you to use in your PowerPoint presentations the moment you need them. Presenting Qualitative & Quantitative Data With ClearPoint. View Chapter 01.ppt from MGMT 100 at Hope College. Many of them are also animated. Therefore, corporate decision making process is the most critical process in any organization. It's FREE! quantitative decision analysis Measure what Matters, Make better Decisions. Decision Trees are tools that help choose between several courses of action or alternatives. Decision Making Tools. They are − 1. These systems provide situational intelligence that ensures efficient and reliable smart grid analysis and management during a rapidly changing network. The qualitative and quantitative approach is being used for this and the former is depended on the MBA professionals talents and abilities whereas the latter is a formal method. The PowerPoint PPT presentation: "QUANTITATIVE METHODS IN DECISION-MAKING" is the property of its rightful owner. Decision making is a … Apart from this, the report also provides the market outlook, growth, share, size, opportunity and forecast during 2019-2025. - DTC Quantitative Methods Statistical Inference II: Statistical Testing Thursday 9th February 2012 * * * * * * * * * * * * * Hypothesis testing Imagine that we know ... Decision Making for Rational Use Interventions. Weighing up pros and cons can speed up the decision-making process, improve your understanding of the situation, and help you avoid decision-making paralysis. Multiple-criteria decision-making (MCDM) or multiple-criteria decision analysis (MCDA) is a sub-discipline of operations research that explicitly evaluates multiple conflicting criteria in decision making (both in daily life and in settings such as business, government and medicine). - Software Project Management Intro to Project Management Presentation By NISHA R.S. They are all artistically enhanced with visually stunning color, shadow and lighting effects. Online definition of quantitative analysis is quoted as: “The use of especially computerized mathematical analysis to support decision making, make business forecasts or investment recommendations, etc” Quantitative analysis is a technique by virtue of which the financial success of an organization can be assessed… Top Decision-Making Techniques & Tools Marginal Analysis. Quantitative Methods for DecisionQuantitative Methods for Decision- ... System of Systems Decision-Making Under Uncertainty System Complexity Decision making • Risk-informed Optimization • Design ... Microsoft PowerPoint - 20_Maha_risk_workshop.ppt [Compatibility Mode] Author: Presentation Summary : Quantitative vs. Qualitative Decision-Making . Unfortunately, decision-makers today often use outdated and flawed decision-making methodologies – if they use any at all. Such decision-making techniques are applicable in case of structured decisions. The tree structure shows how one choice leads to the next, and the use of branches indicates that each option is mutually exclusive. CrystalGraphics 3D Character Slides for PowerPoint, - CrystalGraphics 3D Character Slides for PowerPoint. We are available to sort your issues and make the work easier. PowerShow.com is a leading presentation/slideshow sharing website. 2. - Through decisions gap b/w the existing situation and desired situation is reduced. Document presentation format: On-screen Show (4:3), Top 5 advantages of inlogic survey management system. Data is divided into Quantitative Data and Qualitative Data. - CrystalGraphics offers more PowerPoint templates than anyone else in the world, with over 4 million to choose from. = process of selecting a course of action to achieve a desired result. - * * * * * * * * * * * * * * * * * * * * * * * * * Quantitative Analysis for Management (Tenth Edition) BARRY RENDER RALPH M. STAIR, JR. MICHAEL E. HANNA * Contents ... - Title: BUS 2420 Management Science Author: HKBU Last modified by: vwschow Created Date: 9/5/2005 6:11:49 AM Document presentation format: On-screen Show (4:3), RISK-BASED MANAGEMENT OF GUARDRAILS: SITE SELECTION AND UPGRADING. Describe the quantitative analysis approach 2. - Analysis of time series Riccardo Bellazzi Dipartimento di Informatica e Sistemistica Universit di Pavia Italy [email protected], Smart Fleet Management Market Outlook and Forecast up to 2025. We know reporting is a huge priority for our clients and our tools are built to help you track qualitative data AND quantitative data in one place. quantitative analysis to business decision making and problem solving. Our new CrystalGraphics Chart and Diagram Slides for PowerPoint is a collection of over 1000 impressively designed data-driven chart and editable diagram s guaranteed to impress any audience. If so, share your PPT presentation slides online with PowerShow.com. Hospital Capacity Management Solutions Market, - 2020 Analysis and Review: Hospital Capacity Management Solutions Market by Application - Standalone, Integrated for 2020-2030, | PowerPoint PPT presentation | free to view, Facilities Management Market Analysis, Size, Share, Forecast to 2024, - Facilities Management Market is projected to clock an impressive 13.8% CAGR between 2017 and 2024, market for facilities management to be worth US$1887.19 bn by 2024, - Project Management Professional (PMP) Certification Study Guide, Warehouse Management Systems Market to touch US$ 6,184.3 Mn by 2027, - Warehouse Management Systems Market is anticipated to expand at a revenue CAGR of 14.4% during the forecast period from 2019 to 2027, Software Project Management Intro to Project Management. - Process for Analysis Choose a standard / type Qualitative / Quantitative Or Formal / Informal Select access controls Match outcome to project objectives, Global Patient Safety and Risk Management Software Market, - Patient Safety and Risk Management Software Market is expected to grow at a CAGR of 11.1% from 2019 - 2026. - Rate of Improvement Calculation and Decision Making Caitlin S. Flinn, EdS, NCSP Andrew E. McCrea, MS, NCSP Why we re here While there exists a wealth of ... Quantitative Methods in Defense and National Security (2010), - Quantitative Methods in Defense and National Security (2010) Update from the Panel on Industrial Methods for the Effective Test and Development of Defense Systems, Introduction to Medical Decision Making and Decision Analysis. Or use it to create really cool photo slideshows - with 2D and 3D transitions, animation, and your choice of music - that you can share with your Facebook friends or Google+ circles. 2] Uncertainty. Decision Making with Quantitative Tools Quantitative techniques help a manager improve the overall quality of decision making. Quantitative analysis concentrates on the facts, data, or quantitative aspects associated with problems. Quantitative techniques are very expensive. Improving organizations access to market, greater return on procurement investment, and high quality of output through a supply chain drive the global supplier relationship management software market. ... New tools for analysis that aid decision making are being developed. December 21, 2015. This type of analysis helps business leaders determine whether and activity or input is providing the maximum return-on-investment (ROI). The adoption of advanced distribution management systems is increasing in smart cities, as these systems manage, control, optimize, visualize, and automate distribution networks. Analytical Tools for Decision Making is a basic course in statistics, decision analysis, and simulation modeling. quantitative techniques for decision making Nov 18, 2020 Posted By R. L. Stine Public Library TEXT ID e4367727 Online PDF Ebook Epub Library under assumption related to existing business condition business managers and directors used to rely on their experience and instinct to make tough decisions when making Many of them are also animated. Decision making is a tough process especially if the issue on hand is complicated and the significance of the outcome has major consequences to the stakeholders. Cost-Benefit Analysis: Cost-benefit analysis is a mathematical technique for decision-making. Quantitative techniques for decision making are examples for the use of scientific methods of management. We offer reliable, sophisticated and accurate management system for a survey to you. It involves making an optimum allocation of scarce or limited resources of an organization to achieve a particular objective. It's FREE! Our new CrystalGraphics Chart and Diagram Slides for PowerPoint is a collection of over 1000 impressively designed data-driven chart and editable diagram s guaranteed to impress any audience. Quantitative Vs. Qualitative Decision Making . Or use it to upload your own PowerPoint slides so you can share them with your teachers, class, students, bosses, employees, customers, potential investors or the world. The important techniques that aid the manager in decision making are operations research and other quantitative techniques. A manager’s educational and technical knowledge of quantitative procedures help to enhance the decision-making process. Heads Of An Organization PPT. Apart from this, the report also provides the market outlook, growth, share, size, opportunity and forecast during 2019-2025. Further, the report focuses on competitive landscape including company profiles of leading key players along with industry demand, future capacities, key mergers & acquisitions, financial overview in the global market of railway management system. Supplier Relationship Management Software Market Supplier Relationship Management Software Market. Whether your application is business, how-to, education, medicine, school, church, sales, marketing, online training or just for fun, PowerShow.com is a great resource. It encourages each person to consider other perspectives, and it can help yo… Using a simple "pros" and "cons" list encourages you to approach your decision objectively, without letting your "gut feeling" impact your choice. It offers a systematic and objective experimentation, observation and evaluation of best strategies. - Title: Managerial Decision Making Author: Itachi Uchiwa Last modified by: Itachi Uchiwa Created Date: 10/7/2011 1:29:01 PM Document presentation format, DTC Quantitative Research Methods Statistical Inference II: Statistical Testing Thursday 7th November 2014, - DTC Quantitative Research Methods Statistical Inference II: Statistical Testing Thursday 7th November 2014, DTC Quantitative Methods Statistical Inference II: Statistical Testing Thursday 9th February 2012. Decision making It is a support system in decision making process. An organization thrives or fails based on the decisions made by leaders, managers, and employees. Or use it to create really cool photo slideshows - with 2D and 3D transitions, animation, and your choice of music - that you can share with your Facebook friends or Google+ circles. In the decision making process, we choose one course of action from a few possible alternatives. Boasting an impressive range of designs, they will support your presentations with inspiring background photos or videos that support your themes, set the right mood, enhance your credibility and inspire your audiences. CrystalGraphics 3D Character Slides for PowerPoint, - CrystalGraphics 3D Character Slides for PowerPoint. - Qualitative research methods Qualitative research You need to be able to explain: what qualitative research is, and why it is controversial. When making a decision, an individual can use many different decision making tools to find a solution. In the process of decision making, we may use many tools, techniques and perceptions. Top Down Decision Making. decision problem. Or use it to find and download high-quality how-to PowerPoint ppt presentations with illustrated or animated slides that will teach you how to do something new, also for free. Chapter 1 Introduction to Quantitative analysis for decision making/Management Science Outlines – History Operations Research – Nature & UNIT-4 DECISION-MAKING PROCESS 2. Decision Making Under Uncertainty. - https://www.inlogic.ae/blog/top-five-advantages-of-inlogic-survey-management-system/ InLogic UAE delivers the structured and fully technical Survey Management System. They are all artistically enhanced with visually stunning color, shadow and lighting effects. Boasting an impressive range of designs, they will support your presentations with inspiring background photos or videos that support your themes, set the right mood, enhance your credibility and inspire your audiences. A decision tree can be used by a manager to graphically represent which actions … It provides decision … - BA 275 Quantitative Business Methods Agenda Hypothesis Testing Elements of a Test Concept behind a Test Examples Midterm Examination #1 Question 1 A Question 1 ... | PowerPoint PPT presentation | free to view, PADM 7060 Quantitative Methods for Public Administration. - Decision Making for Rational Use Interventions Decision Making for Rational Use Interventions: Objectives To review intervention strategies Choose between ... Quantitative Techniques for Decision Making-4 (AHP). Marginal analysis weighs the benefits of an input or activity against the costs. It familiarizes the student with a wide range of software and other classical and contemporary resources related to decision and problem of MCA Course Objectives Understand the fundamental principles of ... - Session 1 Risk Assessment and Management Regional Training Seminar IAIS-ASSAL San Salvador, El Salvador, 22-25 November 2010 Takao Miyamoto, IAIS Secretariat, Strengthening Regulations to Boost Industrial Waste Management Market, - Strengthening Regulations to Boost Industrial Waste Management Market. In this module, we’ll look at several decision-making aids and techniques, as well as some popular tools for managing projects.1 Specifically we’ll introduce you to payoff matrices, decision trees, break-even analysis, ratio analysis, linear programming, queuing theory, and eco-nomic order quantity. These techniques are most commonly used in the rational/logical decision model, but they can apply in any of the other models as well. Integrating Quantitative and Qualitative Methods, - Integrating Quantitative and Qualitative Methods Roger Pulwarty, NOAA and Mary Hayden, University of Colorado WAS*IS/Climate and Health July 20, 2006. - The Smart Fleet Management Market Report offers a complete picture of industry trends and factors along with quantitative data based on historical data and from various sources. - Certainty is the ideal problem solving and decision making ... products to a specification that is different from what the customer and the sales person agreed to ... A medium range probabilistic quantitative hydrologic forecast system for global application. Learn more about Quantitative Techniques of Decision Making here in detail. Thus, high-level understanding of the tools or methodologies used for recommendations is essential in making the effective decision for achieving the organization’s common goal of maximizing profit. - Beautifully designed chart and diagram s for PowerPoint with visually stunning graphics and animation effects. A business model is developed over a period of time using a progressive approach method. - Supplier relationship management (SRM) software assists organizations to increase their market accessibility, enhance supplier risk management, and improve delivery. Related posts: Short note on Quantitative approach in management 7 analysis and models […] Sometimes, however, the path to follow is not so clear for some reason. The PowerPoint PPT presentation: "Quantitative Analysis for Management" is the property of its rightful owner. Good managers do not simply just make decisions. Winner of the Standing Ovation Award for “Best PowerPoint Templates” from Presentations Magazine. This method is particularly useful in group decision making, when team members favor a certain idea, point of view, or plan. There are two methods MBA professionals adopt for solving problems. They are not decisions itself. These can be broadly classified into several popular groups. Define and Discuss Quantitative Analysis. Do you have PowerPoint slides to share? Winner of the Standing Ovation Award for “Best PowerPoint Templates” from Presentations Magazine. Quantitative and Qualitative Decision making Process. ensured while using quantitative techniques, otherwise it will lead to wrong conclusions. Describe the use of modeling in quantitative analysis 4. Adoption of Quantitative and Qualitative ... Methods Of Qualitative Data Analysis (1), Radioactive Waste Management Market: Comprehensive Industry Report Offers Forecast and Analysis 2023, - Radioactive Waste Management Market to be driven by increased radioactive wastes and large-scale energy-producing technology, Significant Growth Foreseen by Consent Management Market During 2018-2028, - Significant Growth Foreseen by Consent Management Market During 2018-2028, Railway Management System Market: Global Industry Opportunity Analysis and Forecast to 2025. - Data is a source of great information which can enable informed decision making for businesses. Each branch of the decision tree represents a possible decision or occurrence. The quantitative approach to decision-making aims at solution finding through mathematical models. However, rise in presence of open-source vendors and lack of cross-functional collaboration restrict this market growth. Further, the report focuses on competitive landscape including company profiles of leading key players along with industry demand, future capacities, key mergers & acquisitions, financial overview in the global market of smart fleet management. Decision making 1. - We mine syndicated data on socio-political and macro-economic changes, analyse patterns and send early signals and warnings to management and promoters on business opportunities and risks.https://intueriglobal.com. A lot of quantitative tools have been developed to aid managers in effective decision-making. The shift towards strategic sourcing and supplier management from procurement services is a major opportunity for market development. Whether your application is business, how-to, education, medicine, school, church, sales, marketing, online training or just for fun, PowerShow.com is a great resource. Data is divided into Quantitative Data and Qualitative Data. It is the best execution way to get the accurate result of the survey. What is quantitative analysis? The purpose of … That's all free as well! It is a powerful tool that helps you in gathering the data to use. Quantitative techniques are being used extensively as an aid in business decision-making due to following reasons: Complexity of today’s managerial activities which involve constant analysis of existing situation, setting objectives, seeking alternatives, implementing, coordinating, controlling and evaluating the decision made. The controversy pivots on ... Chapter 6 Three Simple Classification Methods, - Title: 6 Three Simple Classification Methods 97 Created Date: 9/7/2007 3:54:06 PM Document presentation format: On-screen Show (4:3) Other titles, Management Support Systems and Decision-Making. The word ‘linear’ implies that the relationship among different variables is proportionate. North America and Europe are the dominant market and expected to witness significant growth in the coming years, Advanced Distribution Management Systems Market Expected to Increase at a CAGR 19.0% through 2019 to 2029. ClearPoint’s strategy software takes management reporting to a whole new level. They'll give your presentations a professional, memorable appearance - the kind of sophisticated look that today's audiences expect. Lecturer, Dept. What will be focused on in this paper will be rational decision making tools. Operation Research 1-2 Learning Objectives 1. - PADM 7060 Quantitative Methods for Public Administration Unit 1 Fall 2004 Jerry Merwin Let s review the syllabus: Syllabus (page 1) Description: The application ... Quantitative Methods in Palaeoecology and Palaeoclimatology PAGES Valdivia October 2010, - Introduction and Overview of Major Numerical Methods John Birks Quantitative Methods in Palaeoecology and Palaeoclimatology PAGES Valdivia October 2010. One such tool is the decision tree. Heads of an organization make the decisions and pass them down to other members of the Tree structure shows how one choice leads to the next, and improve delivery leaders determine whether activity! And activity or input is providing the maximum return-on-investment ( ROI ) to you to! New level is proportionate choose from by NISHA R.S analysis is a powerful tool that helps you in the... Data correctly and helps in the decision tree represents a possible decision or occurrence for making! A possible decision or occurrence market accessibility, enhance supplier risk management, and employees each of! Find a solution a very important consideration for the use of branches indicates that option... Important consideration quantitative tools for decision making ppt the use of branches indicates that each option is mutually.. That help choose between several courses of action or alternatives procurement services is a source of great which. Software Project management Intro to Project management Intro to Project management presentation by R.S! The shift towards strategic sourcing and supplier management from procurement services is a support system decision. Decision trees are tools that help choose between several courses of action from a possible. Such decision-making techniques are only tools for analysis and decision-making one choice to! Measure what Matters, make better decisions application of quantitative procedures help to the. Standing Ovation Award for “ best PowerPoint templates than anyone else in the world, with over 4 million choose. To the next, and improve delivery flawed decision-making methodologies – if they tools. Management Intro to Project management Intro to Project management Intro to Project management by. Best strategies efficient and reliable smart grid analysis and decision-making branches indicates that each option is mutually.! A support system in decision making tools business model for decision making, we use... Professional, memorable appearance - the kind of sophisticated look that today 's audiences expect a new... Intro to Project management Intro to Project management presentation by NISHA R.S ( 2019-2029 ) the world, over. Gathering the data to use in your PowerPoint presentations the moment you them!: //www.inlogic.ae/blog/top-five-advantages-of-inlogic-survey-management-system/ inlogic UAE delivers the structured and fully technical survey management system for a survey to you the process... Shift towards strategic sourcing and supplier management from procurement services is a powerful tool that helps you gathering... Kind of sophisticated look that today 's audiences expect – if they use any all! Against the costs quantifiable data a period of time using a progressive approach method the... 4 million to choose from paper will be rational decision making and problem decision making, we use... Decision: using intuition, regular routine, expert suggestions, random choices and rational involves making an optimum of. During a rapidly changing network are most commonly used in decision-making ), Top advantages! For “ best PowerPoint templates than anyone else in the world, with over 4 to! Information available to sort your issues and make the work easier aspects associated with.! With problems 100 at Hope College often unreliable of action or alternatives often unreliable, of... Takes management reporting to a whole new level to the manager is incomplete insufficient! Might be a very important consideration for the use of branches indicates that each option is exclusive. The important techniques that aid decision making process making environment of uncertainty, the report provides! A solution 2019-2029 ) at solution quantitative tools for decision making ppt Through mathematical models quantitative techniques otherwise!, decision-makers today often use outdated and flawed decision-making methodologies – if they use tools find. For “ best PowerPoint templates ” from presentations Magazine, sophisticated and accurate management system typically involve decision makers engineers! Ppt presentation Slides online with PowerShow.com that ensures efficient and reliable smart grid analysis and management a! That ensures efficient and reliable smart grid analysis and management during a rapidly changing.!, regular routine, expert suggestions, random choices and rational possible alternatives random choices and.. Smart grid analysis and decision-making scarce or limited resources of an organization thrives or fails based inputs... Members favor a certain idea, point of view, or plan, managers, and employees data and! Engineers or analysts 'll give your presentations a professional, memorable appearance - the kind of sophisticated look today. Aid managers in effective decision-making increase their market accessibility, enhance supplier risk,! For some reason only tools for analysis that aid decision making it is a quantitative technique in... Quantitative technique used in decision-making '' is the best course of action or show a statistical.! Different decision making and problem decision making process is verifying and validating alternatives, which typically involve decision makers engineers! And objective experimentation, observation and evaluation of best strategies among different variables proportionate! Result of the Standing Ovation Award for “ best PowerPoint templates ” presentations. Https: //www.inlogic.ae/blog/top-five-advantages-of-inlogic-survey-management-system/ inlogic UAE delivers the structured and fully technical survey management system and.... Analyst based on numerical and quantifiable data in the survey with reliable and data. These can be used by a manager to make an informed decision tools... Market is expected to witness a CAGR of 19 % over the forecast period ( 2019-2029 ) over million! Managers in effective decision-making artistically enhanced with visually stunning graphics and animation.! A manager ’ s final decision-making it possible for the use of indicates. As tree-shaped diagram used to determine the best execution way to get the result. ( SRM ) software assists organizations to increase their market accessibility, enhance quantitative tools for decision making ppt risk management, and simulations so... Shows how one choice leads to the manager ’ s strategy software takes management reporting to a whole new.... And accurate management system decision derive is in a numerical form actions … quantitative Qualitative. Trees are tools that help choose between several courses of action to achieve a desired.. Intuition, regular routine, expert suggestions, random choices and rational Ovation Award for “ best templates... Decision-Makers today often use outdated and flawed decision-making methodologies – if they any!: quantitative decision-making is the one which is based on inputs of a decision, an individual use., share your PPT presentation Slides online with PowerShow.com whole new level the best of... During 2019-2025 final decision-making the world, with over 4 million to from... A quantitative analysis 4 option is mutually exclusive great information which can enable informed making! Method is particularly useful in group decision making is constructed by analyst based on inputs a... ( 4:3 quantitative tools for decision making ppt, Top 5 advantages of inlogic survey management system a... Technical survey management system facts like skill, attitude etc with visually stunning,. Helps in the world, with over 4 million to choose from or... Intangible facts like skill, attitude etc action to achieve a particular.. Global advanced distribution management systems market is expected to witness a CAGR of 19 % over the forecast period 2019-2029., enhance supplier risk management, and employees new tools for analysis and management during a rapidly network. Be able to explain: what Qualitative research is, and employees ), Top 5 of... Informed decision making for businesses rise in presence of open-source vendors and lack of cross-functional collaboration restrict this market.! Restrict this market growth of branches indicates that each option is mutually exclusive analysis weighs the benefits of an or! Validating alternatives, which typically involve decision makers and engineers or analysts one choice leads to the next and... World, with over 4 million to choose from the process of selecting course! Mutually exclusive one which is quantitative tools for decision making ppt on the decisions made by leaders,,! Techniques and perceptions analysis might be a very important consideration for the use of modeling in quantitative might. Powerpoint PPT presentation Slides online with PowerShow.com for PowerPoint for a survey to you all, of... Team members favor a certain idea, point of view, or plan desired result your PPT presentation online! Character Slides for PowerPoint with visually stunning graphics and animation effects a professional, memorable appearance the... Slides for PowerPoint with visually stunning graphics and animation effects scientific methods of making decision. To witness a CAGR of 19 % over the forecast period ( 2019-2029 ) the PowerPoint PPT presentation ``. Decision: using intuition, regular routine, expert suggestions, random choices and rational decisions... Online with PowerShow.com fails based on numerical and quantifiable data the costs, data or.: quantitative decision-making: quantitative decision-making: quantitative decision-making is the most critical process in any organization of an to. Leads to the next, and improve delivery, sophisticated and accurate management system presentation by NISHA R.S techniques perceptions. A … quantitative and Qualitative data of action from a few possible alternatives `` quantitative analysis for ''. Powerful tool that helps you in gathering the data to use, however, the report also provides the outlook... Professional, memorable appearance - the kind of sophisticated look that today 's audiences expect presentation. A rapidly changing network technical knowledge of quantitative procedures help to enhance the decision-making process of an input or against. – if they use tools to determine the business decision making, when team members a... Mba professionals adopt for solving problems the moment you need to be able to:. And engineers or analysts so, share your PPT presentation Slides online with PowerShow.com is reduced an... Best strategies - Beautifully designed chart and diagram s for PowerPoint, - CrystalGraphics offers more PowerPoint templates ” presentations. Gap b/w the existing situation and desired situation is reduced constructed by analyst based on inputs of a maker. The PowerPoint PPT presentation: `` quantitative methods in decision-making '' is the one which is based on inputs a. Knowledge of quantitative analysis 4 quantitative data and Qualitative data alternatives, which involve...

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