There are no set formulas or steps for analyzing and interpreting qualitative research data. The main goals are to summarize the collected data accurately and find meaning within the data. When analyzing qualitative data, researchers should explore all possible perspectives to identify patterns and new understandings. Suggested steps include becoming familiar with the data, identifying themes, describing findings, categorizing and coding data, and looking for themes. Computer software can help with data storage and manipulation but does not replace the researcher's analysis abilities. Strategies for interpretation include extending the analysis, connecting findings to experiences, seeking advice, contextualizing within literature, and linking to theory. Researchers should ensure the credibility of interpretations by considering factors like observation reliability and potential biases.
Interpretation refers to the task of drawing inferences from the collected facts after an analytical and or experimental study.
In fact, it is a search for broader meaning of research findings.
The task of interpretation has two major aspects viz.,
the effort to establish continuity in research through linking the results of a given study with those of another, and the establishment of some explanation concepts.
Nellie Deutsch will be discussing Qualitative and Quantitative Analysis for Action Research in today's webinar July 30, 2015 at 12 PM EST on WizIQ: http://www.wiziq.com/online-class/2866384-ar-qualitative-and-quantitative-data-analysis Recordings will be available to those who join the class.
Regardless of which strategies used by researcher to present their qualitative data, the presentation will result in identifying and acknowledging the multiple perspectives of the participants and researcher and the readers may then consider all perspectives in their interpretation of the research. This Slideshare provides information, strategies and references on how qualitative data could be presented.
Data analysis chapter 18 from the companion website for educational researchYamith José Fandiño Parra
This is a slide show of chapter 18 from Educational Research: Competencies for Analysis and Applications. Primarily intended for instructor use in the classroom, it is also available for students’ study use or to review as an advance organizer before class lectures or discussions.
Quantitative data analysis - John RichardsonOUmethods
Your project report should include: a viable research question; a critical literature review; a research proposal; and a work plan for the project. The proposed methods should include methods of data collection and methods of data analysis. Whether you are carrying out qualitative of quantitative research, you should know broadly how you are going to analyse your data before you collect them. And the work plan for your project should include a realistic estimate of the time it will take you to do the analysis. The aim of this presentation is to get you to think creatively about the kinds of analysis that might address your research problem.
Qualitative data analysis: many approaches to understand user insightsAgnieszka Szóstek
The fifth lecture at HITLab, Canterbury University in New Zealand was all about how important it is to run a proper analysis of the qualitative data. We discussed the value in looking at data from individual (phenomenological) perspective versus combined (reductionist) perspective. But we agreed that regardless of the chosen approach it is crucial to look at the data from more than just one perspective to be sure the interpretation is not biased by researcher's on view of the world.
Data Analysis in Research: Descriptive Statistics & NormalityIkbal Ahmed
A Presentation on Data Analysis using descriptive statistics & normality. From this presentation you can know-
1) What is Data
2) Types of Data
3) What is Data analysis
4) Descriptive Statistics
5) Tools for assessing normality
Interpretation refers to the task of drawing inferences from the collected facts after an analytical and or experimental study.
In fact, it is a search for broader meaning of research findings.
The task of interpretation has two major aspects viz.,
the effort to establish continuity in research through linking the results of a given study with those of another, and the establishment of some explanation concepts.
Nellie Deutsch will be discussing Qualitative and Quantitative Analysis for Action Research in today's webinar July 30, 2015 at 12 PM EST on WizIQ: http://www.wiziq.com/online-class/2866384-ar-qualitative-and-quantitative-data-analysis Recordings will be available to those who join the class.
Regardless of which strategies used by researcher to present their qualitative data, the presentation will result in identifying and acknowledging the multiple perspectives of the participants and researcher and the readers may then consider all perspectives in their interpretation of the research. This Slideshare provides information, strategies and references on how qualitative data could be presented.
Data analysis chapter 18 from the companion website for educational researchYamith José Fandiño Parra
This is a slide show of chapter 18 from Educational Research: Competencies for Analysis and Applications. Primarily intended for instructor use in the classroom, it is also available for students’ study use or to review as an advance organizer before class lectures or discussions.
Quantitative data analysis - John RichardsonOUmethods
Your project report should include: a viable research question; a critical literature review; a research proposal; and a work plan for the project. The proposed methods should include methods of data collection and methods of data analysis. Whether you are carrying out qualitative of quantitative research, you should know broadly how you are going to analyse your data before you collect them. And the work plan for your project should include a realistic estimate of the time it will take you to do the analysis. The aim of this presentation is to get you to think creatively about the kinds of analysis that might address your research problem.
Qualitative data analysis: many approaches to understand user insightsAgnieszka Szóstek
The fifth lecture at HITLab, Canterbury University in New Zealand was all about how important it is to run a proper analysis of the qualitative data. We discussed the value in looking at data from individual (phenomenological) perspective versus combined (reductionist) perspective. But we agreed that regardless of the chosen approach it is crucial to look at the data from more than just one perspective to be sure the interpretation is not biased by researcher's on view of the world.
Data Analysis in Research: Descriptive Statistics & NormalityIkbal Ahmed
A Presentation on Data Analysis using descriptive statistics & normality. From this presentation you can know-
1) What is Data
2) Types of Data
3) What is Data analysis
4) Descriptive Statistics
5) Tools for assessing normality
Burns prevention program in Mumbai by Dr. Sunil Keswani, National Burns Centr...NationalBurnsCentre2000
Burns is a major problem in India. The treatment of Burns is extremely expensive. The outcome is uncertain inspite of best of treatment. Hence Prevention of Burns is much easier than treatment of Burns
Media messages help in prevention of substance abuse among young people. Health education is important and should be given to teenagers regarding drug abuse.
QMiP workshop: Analysing qualitative data using microsoft word Jenna Condie
This QMiP-sponsored workshop ran at the #PsyPAG2011 conference. Postgraduate psychologists attended the workshop and worked together to tap into their existing Microsoft Word skills and apply these to analysing qualitative data. Not to miss a great opportunity, the workshop attendees are hoping to continue working together to collaborate on a 'how to' guide to share their knowledge with others - watch this space!
Descriptive and interpretive approaches to qualitative researchStutty Srivastava
It's a presentation on one of the most cited articles on qualitative research by Robert Elliot and Ladislav Timulak to have an understanding on how qualitative research is done using interpretive approach. You can easily access the full article on google search. In case you need the presentation, post your mail id in comments. Thanks!
This was one of the Power Point Presentations used at the August 2010 English A CESEC workshop I facilitated in Belize City to an audience of over fifty-five teachers.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Emil Pulido on Qualitative Research: Analyzing Qualitative Data
1. Qualitative Research: Data Analysis and Interpretation Guess what? There are no formulae or steps for analysing and interpreting Qualitative Research data
![However, here are some suggestions to use most of your data ,[object Object],[object Object]](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)