Case Study—One of Uber’s company missions is to make carpooling more affordable and reliable for riders, and effortless for drivers. In 2014 the company launched uberPOOL to make it easy for riders to share their trip with others heading in the same direction. Fundamental to the mechanics of...
Tag: quantitative methods
Data Science and Ethnography: What’s Our Common Ground, and Why Does It Matter?
As EPIC2018 program co-chairs, we developed the conference theme Evidence to explore how evidence is created, used, and abused. We’ll consider the core types of evidence ethnographers make and use through participant observation, cultural analysis, filmmaking, interviewing, digital and mobile...
The Conceit of Oracles
Good morning, I am really excited to be here for my first EPIC conference. There are just so many amazing people in the audience as I look at you guys, and so many of you guys I've been following on blogs and Twitter and especially Natalie Hanson’s anthrodesign listserv. I can’t wait to talk to...
DIYing along with DIYers: Juggling with Scales During a Home-Improvement Research
As a team of researchers was asked by a French home-improvement retailer to redefine their strategy, they designed and carried out an ethnographic and quantitative research to identify new business opportunities. But no sooner had they set foot in field, they were struck not only by the richness...
Ethnographic Agency in a Data Driven World
This paper argues that ethnographers can gain increased agency in data-driven corporate environments by increasing their quantitative literacy: their ability to create, understand, and strategically use quantitative data to shape organizations. Drawing on the author's experience conducting...
Numbers Have Qualities Too: Experiences with Ethno-Mining
Field research holds a special place for those who conduct it. It is also our anchor for relevance in the corporation. This paper explores the authors’ experiences with “ethno-mining”, a way of joining data base mining and ethnography. Since 2004 we have been using a variety of sensing and...
“Name That Segment!”: Questioning the Unquestioned Authority of Numbers
In many companies, numbers equal authority. Quantitative data is often viewed as more definitive than qualitative data, while its shortcomings are overlooked. Many of us have worked to marry quantitative with qualitative methods inside organizations to present a fuller view of the people for whom...
Tutorial: Beyond “Quant-vs-Qual”—Creating Collaborative Inquiry
Overview Qual and quant are so divided these days—by academic discipline, language, communities of practice, job titles. Too often, quantitative research is conflated with data science (or vice versa), and data...
Ethnography, Economics and the Limits of Evidence
Evidence produced within quantitative disciplines like economics and finance carries an aura of gospel. The numbers, models, and forecasts we see in economic reports and market analyses in the news and reports seem certain, authoritative, and unarguable. Built on large data sets that are analyzed...
You too can collect big data!
EPIC2014 Workshop by Anna Avrekh, Kathy Baxter, & Bob Evans At the EPIC 2013 Keynote, Tricia Wang observed that, if you are not working with “Big Data,” the implication is that your data are “small.” Although the number of data points or participants may not be in the millions or ever...