#primaryresearch
Hi! Time to do a quick intro!! 📉📈

I am an Econ PhD candidate at UW-Milwaukee. I work on topics of labor, health, demography and social genomics. I'm on the 2023-24 job market.

Website: avigyan.owlstown.net

Happy to connect with you all! 😃
Avigyan Sengupta
Hello! Welcome to my personal website! I am a Ph.D. candidate in the Department of Economics, University of Wisconsin - Milwaukee. My primaryresearch intere...
avigyan.owlstown.net
September 22, 2023 at 3:57 AM
More examples of religious dogma restricting the study of human female biology.

#PrimaryResearch
#OnlyBeginningIn21stCentury
#Outrageous

youtube.com/shorts/vgcBi...
Scientists Discover What is Actually in Menstrual Fluid
YouTube video by Today I Learned Science
youtube.com
August 2, 2025 at 12:56 PM
It's interesting to see how organizing my #primaryresearch for my #WIP might help me structure the book. She said wishful-thinkingly. #kidlit #MegaKidLitFeed #nonfiction #LBJ #GreatSociety #Vietnam #Selma #votingrights #civilrights #Medicare #ESEA
November 22, 2025 at 4:41 PM
Cognitive biases are universal—shaped by errors in memory or thinking. They arise from shortcuts, misinterpretations, or oversimplifications, quietly shaping how we see and act. Sometimes obvious, often invisible. Learn more.

medium.com/@vishalkrast...

#PrimaryResearch #ResearchBias #CognitiveBias
Unlocking minds: How cognitive bias sneaks through the door of reason?
Strategies for accurate insights.
medium.com
October 26, 2025 at 11:20 AM
🎙️ My #PrimaryREsearch
In this short video, RE hubs lead and previous primary RE lead ‪@philos-backpack.bsky.social‬ discusses her PhD, which focuses on social justice in education, and her experiences as a Culham St Gabriel's doctoral scholar.
ow.ly/CO8O50VUG6w
#TeamRE
May 19, 2025 at 8:56 AM
Are you struggling to get your audience to engage? You're not alone. Many SMBs pour resources into marketing and sales but still miss the mark. www.linkedin.com/posts/smb-ac...
#BusinessGrowth #BuyerInsights #B2BMarketing #SmallBusiness #MidMarket #CustomerEngagement #PrimaryResearch #SMBAcuity
SMB Acuity Inc on LinkedIn: Ideal Buyer Research Case Study
How a Mid-Sized Manufacturing Firm Increased Engagement by 47% with One Key Insight - We recently worked with a mid-sized US manufacturing company that was…
www.linkedin.com
November 25, 2024 at 7:10 PM
Perfect objectivity is the goal, but bias is inevitable. The key? Recognize common research biases that plague studies and minimize them to ensure credible, high-quality results. This article unpacks how and why.

medium.com/@vishalkrast...

#PrimaryResearch #ResearchBias #ResearchIntegrity
What is research bias, and how do we avoid it?
Guardians of objectivity: Taming research bias.
medium.com
October 22, 2025 at 8:29 AM
꒰ঌおはようございます໒꒱
朝からバナナパウンドケーキの匂い幸せー🍌
今朝の配信は⬇
無作為化比較試験(RCT)が何故最も優れた研究方法なのか?治療有効性証明にRCTが唯一の方法である理由、研究の種類、研究信頼性ランキング等について等私の配信で頻出するワードを解説、再放送
医学研究には大きく分けて2種類あります。

1. 第一次研究(Primary Research)
* 実際にデータを集める研究。
2. 第二次研究(Secondary Research)
* すでにある研究結果をまとめ直す研究。
r.voicy.jp/7GVlDZXWV0g #Voicy
無作為化比較試験(RCT)が何故最も優れた研究方法なのか?治療有効性証明にRCTが唯一の方法である理由、研究の種類、研究信頼性ランキング等について等私の配信で頻出するワードを解説、再放送 | ドクターりん「ドクターりんのエビデンスに基づく人生デザイン」/ Voicy - 音声プラットフォーム
医学研究には大きく分けて2種類あります。1.第一次研究(PrimaryResearch)*実際にデータを集める研究。*例:無作為化比較試験(RCT)、観察研究、コホート研究など。2.第二次研究(SecondaryResearch)*すでに…
r.voicy.jp
August 7, 2025 at 11:24 PM
Statistics expose our cognitive traps and protect evidence-driven judgment. From surveys to patient journeys, these tools reshape how we see patterns and guide smarter pharma decisions.

#PrimaryResearch #Statistics #Bias

medium.com/@vishalkrast...
Bias, beliefs, and better decisions: Seeing the world through statistics
How statistics transform pharma decision-making and patient outcomes.
medium.com
April 27, 2026 at 2:42 PM
Doctors often say one thing in surveys but act differently in clinics. The Semantic Differential Scale cuts through Social Desirability Bias—turning gut feel into strategy. Brands that master the scale master the market.

medium.com/@vishalkrast...

#PrimaryResearch #SemanticDifferentialScale
Perception is the precursor to prescription: Mapping the “perceptual chasm” in pharma
Semantic Differential Scale: Brands that master the scale are the ones that will ultimately master the market.
medium.com
March 11, 2026 at 7:15 AM
Patient‑centricity is the new standard. Evidence must capture lived experience, not just endpoints. Primary Market Research (PMR) ensures patient voices shape every stage—transforming data into impact.

medium.com/@vishalkrast...

#PrimaryResearch #PatientCentricity #PatientVoices
Embedding patient-centricity across the product lifecycle
From lab to launch to real‑world evidence — all shaped by patient needs.
medium.com
January 31, 2026 at 6:20 AM
Rare diseases often mean small patient groups, families searching for answers, and treatments out of reach. Market research—listening to patients, caregivers, physicians, and payers—is reshaping drug development, access, and regulation.

medium.com/@vishalkrast...

#PrimaryResearch #PatientAdvocacy
Rare diseases: Preparedness or peril?
Elevating the patient voice to break through commercial barriers in rare disease
medium.com
January 29, 2026 at 9:16 AM
In high-stakes therapies, small behavioral shifts drive big gains. Market research helps pharma spot cues that boost prescribing, adherence, and patient compliance.

medium.com/@vishalkrast...

#PrimaryResearch #BehavioralScience #Nudge
Point-of-care nudges that deliver big wins for pharma
Nudges are not magic — they must be tailored, tested, and timed.
medium.com
January 26, 2026 at 9:32 AM
The future is change traced through time. Longitudinal research transforms snapshots into storylines, revealing how markets and behaviors shift before inflection points emerge. Moving from hindsight to foresight, data becomes strategy.

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#PrimaryResearch #LongitudinalStudy
The future is the trajectory of change, plotted over time
Longitudinal research turns evolving behaviors into foresight, helping understand what comes next.
medium.com
January 21, 2026 at 10:50 AM
We’ve all seen it: data stretched, cherry-picked, or modeled into submission — until it “confesses” precisely what we want to hear. It’s time to stop coercing data and start listening to what it can responsibly say.

medium.com/@vishalkrast...

#PrimaryResearch #DataAnalysis #EthicalAnalysis
If you torture the data long enough, it will confess to anything
The slippery slope of selective interpretation.
medium.com
January 20, 2026 at 6:04 AM
In public health, prevalence shows scale, incidence shows emergence. Together, they reveal both the moment and the movement—guiding responses that are immediate and enduring in a world where health threats shift overnight.

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#PrimaryResearch #Incidence #Prevalence
Incidence vs. prevalence: The epidemiological metrics that shape our world
Aligning short-term interventions with long-term resource planning.
medium.com
January 8, 2026 at 9:58 AM
To keep surveys reliable and unbiased, this article shifts the focus from foundational aspects to outcomes. This approach ensures that our adjustments not only mirror reality more faithfully but also help shape it more meaningfully.

medium.com/@vishalkrast...

#PrimaryResearch #DataWeighting
Beyond Adjustment: Elevating the real-world impact of data weighting
From methodological precision to meaningful influence — with clarity, caution, and context in equal measure.
medium.com
December 29, 2025 at 11:05 AM
Data weighting aligns choices with intention—shaping both statistical fidelity and the story data tells. Thoughtful weighting bridges observed data with the realities we aim to reflect.

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#PrimaryResearch #Survey #DataWeighting
Data weighting in practice: Alignment, interpretation, and intention
Exploring how subtle calibrations in data reveal the narratives we choose to trust.
medium.com
December 26, 2025 at 7:13 AM
Are your survey results representative—or skewed by bias? Data weighting corrects distortions, turning raw responses into reliable insights. This article explores how weighting ensures your findings truly reflect the populations you serve.

#PrimaryResearch #DataWeighting

medium.com/@vishalkrast...
From sample to significance: Weighting survey data
Getting the weight right to make every voice count.
medium.com
December 24, 2025 at 6:50 AM
NPS is a temperature check, not a fixed score. Great brands turn Detractors into Promoters. Your most vocal critics can become your strongest Promoters because they are often the most passionate customers.

medium.com/@vishalkrast...

#PrimaryResearch #NetPromoterScore #CustomerExperience
Relational NPS: Transforming feedback into customer delight
Discover how NPS fosters significant CX enhancements.
medium.com
December 19, 2025 at 11:15 AM
In-depth interviews are a cornerstone of qualitative research, offering deep insight into people’s experiences, perspectives, and emotions. This article breaks down the essentials of conducting and analyzing IDIs.

medium.com/@vishalkrast...

#PrimaryResearch #QualitativeResearch #InDepthInterviews
Understanding the science and art of in-depth interviews
A comprehensive guide to qualitative research method.
medium.com
December 15, 2025 at 12:36 PM
AI can process vast data, but human judgment ensures relevance. Balance AI with intuition, customize tools to your needs, and validate insights with oversight for accuracy.

medium.com/@vishalkrast...

#PrimaryResearch #CustomerFeedback #ArtificialIntelligence
From data to decisions: AI-driven analysis of customer feedback
Revolutionizing customer feedback analysis with AI
medium.com
December 3, 2025 at 1:38 PM
Market researchers go beyond fact-finding—seeking clarity, hidden narratives, and actionable insights. In today’s complex business world, turning data into truth is what sets forward-thinking organizations apart.

medium.com/@vishalkrast...

#PrimaryResearch #MarketResearch #ActionableData
Harnessing the full potential of actionable insights
Converting data into strategic actions for business growth.
medium.com
November 27, 2025 at 8:30 AM
You’ve seen how bias can distort insights—but with awareness and the right strategies, you can conduct research that’s both effective and objective. Maintaining rigor and neutrality is the key to unlocking reliable, actionable results.

medium.com/@vishalkrast...

#PrimaryResearch #ResearchBias
Exploring the hidden pitfalls of research bias
Strategies to ensure objectivity in market research.
medium.com
November 20, 2025 at 1:19 PM