Introduction: For a qualitative study, the data of a questionnaire has to be analyzed and correlations/regressions have to be identified. The questionaire has 120 questions with numberic answers each (1,2,3,4,5; with 5 being the best) over 3 years. The questionnaire includes 2 groups (1 - Business, 2 - Academia) with 19 participants in total. Each answer is available in a separate excel sheet. Additionally, every questionnaire has 5 custom fields on financial performance.
Hypthesis: Ethically operating companies are financially more successful. We measure ethical operations along 120 questions with a scale of 1-5 over 3 years. Financial performance is determined by 5 KPIs that are also measured the the same years. What we ideally see is that the 120 questions' score is higher in a particular year when the financial performance is better in the same year.
Research question: 1. Along two groups (academia and companies), can we prove the hypothes? 2. Which of the 120 questions impact the which of the financial KPIs? To which extend?
Tasks (not exclusive): 1. Load all data into a statistical tool (like JASP) and provide access. Data is harmonized already. Not all questions or KPIs must be filled out in each and every questionnaire. 2. Perform correlation / regression analysis to prove the research question. Separate 2 groups. 3. Have 1-2 checkpoints with me to review ideas and preliminary findings. Ideally via phone or online. 4. Document the findings for further academic use. Make sure findings are traceable based on data.
FAQs: a. Are there specific questions or financial KPIs that you prioritize, or should all 120 questions and 5 KPIs be treated equally in the analysis? A: Each answer has a weighting that is customer-defined.
b. Would you like to explore interactions between specific ethical behavior questions and financial performance, or should the analysis focus solely on direct correlations? A: Interactions
c. What are the timelines? A: Final results expected by Mid of next week (Jan 15)
Windows Desktop App Development Category: API Development, Application Packaging, Data Processing, Desktop Application, Java, JavaScript, Python, Software Architecture, Web Application Budget: $250 - $750 SGD
12-Nov-2025 05:04 GMT
Full-Time Constant Contact Email Developer Category: A / B Testing, Accessibility, CSS, Email Marketing, Graphic Design, HTML, Illustration, Photoshop, Visual Design, Web Design Budget: ₹37500 - ₹75000 INR
Short E-Learning Course Creation Category: Animation, Content Development, Educational Research, Instructional Design, Learning Management Systems (LMS), Video Editing, Video Production, Video Services Budget: ₹600 - ₹1500 INR
12-Nov-2025 05:00 GMT
Sales-Focused Social Media Videos Category: Content Creation, Digital Marketing, Facebook Marketing, Google Adwords, Instagram Marketing, Internet Marketing, Video Editing, YouTube Budget: $250 - $750 USD
12-Nov-2025 04:59 GMT
Smartphone Detection in Video Analysis Category: Artificial Intelligence, Computer Vision, Data Analysis, Data Science, Deep Learning, Image Processing, Machine Learning (ML), Object Detection, Video Editing, Video Processing Budget: $250 - $750 USD
12-Nov-2025 04:54 GMT
Equipment Measurement Flutter Platform Category: Android, API Development, AWS Lambda, Flutter, Mobile App Development, MQTT, Next.js, React Native, Web Development Budget: $30 - $250 USD
12-Nov-2025 04:52 GMT
Hotel ERP System Development: SaaS, Multi-Tenant Category: Accounting, Django, Full Stack Development, MySQL, PHP, PostgreSQL, Python, React.js, SaaS, Software Architecture Budget: $750 - $1500 USD
Purchase Cooli Delivery Startup Concept Category: Business Analysis, Business Development, Business Plan Writing, Business Plans, Cloud Computing, Grant Writing, Market Research, Startup Consulting Budget: $2 - $8 USD
12-Nov-2025 04:50 GMT
Headhunter for Geopolitical Analyst Category: Data Analysis, Report Writing, Research, Research Writing, Strategic Planning Budget: $10 - $30 USD
