TEC: A young conference for an emerging field

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{"value":"This year, the National Association for Business Economics’ Tech Economic Conference (++[TEC](https://www.nabe.com/NABE/Events/2020_Tech_Economics_Conference__Nov_9-11__Virtual_/NABE/Events/TEC20/TEC20_Main_Page.aspx)++) is convening for only the fourth time. Amazon is one the conference’s ++[founding partners](https://nabe.com/NABE/Events/TEC20/TEC20_Main_Page.aspx?WebsiteKey=91b9e16d-e6fe-4f31-a4af-02c194225c32&New_ContentCollectionOrganizerCommon=6#New_ContentCollectionOrganizerCommon)++. \n\nTEC is a young conference because only recently has it become common for economists to take operational roles in industry. \n\n![9d323958313e48f7a6d7f651cb2b9734_image1.png](1)\n\nAmazon vice president and chief economist for digital streaming and advertising Phil Leslie.\n\nCOURTESY OF PHIL LESLIE\n\n“Economists have only been really working in industry for about the last 15 years,” says Amazon vice president and chief economist for digital streaming and advertising Phil Leslie, who will be a panelist in a TEC conference session titled “Outlook for Econ Careers in Tech”. “Companies like Yahoo, eBay, and Microsoft created research labs and would have a handful of economists along with other scientists. They focused on writing research papers for academic publications using these cool new sources of data.\n\n“Then, about 10 years ago, Amazon decided they also wanted to start hiring economists. But they were going to take a different approach. The economists were going to be embedded throughout the businesses, and they were going to be focused on business problems.”\n\nAt the time, Leslie was an associate professor at the Stanford Graduate School of Business. “I was a skeptic,” he says. “I thought, ‘Wow, you're going to have a hard time recruiting academics to do that, because all the other companies are putting them in research roles.’ However, it turns out that that first set of academics — and here ++[Pat Bajari](https://www.amazon.science/blog/amazon-at-aea-the-crossroads-of-economics-and-ai)++ deserves a ton of credit — were so successful at driving real value for Amazon that, quickly, word spread throughout the company that these economists were actually really helpful and valuable. As a result, demand for economists grew substantially.\n\n“Now you can go to top economics departments, and the PhD students will tell you they're considering academic jobs and jobs in industry. Industry jobs weren't anything anybody even mentioned five or ten years ago. Amazon pushed the boundary on creating an entire new career path, and NABE [the National Association for Business Economics] has positioned themselves as the industry association that is really focused on what it means to do economics in industry.”\n\n\n#### **Cause or correlation?**\n\n\nLeslie believes that one of the things that economists bring to industry is a focus on causality. “When you say ‘causal modeling’ to any economist, they’ll say, ‘Yeah, that's what economists do,” Leslie says. “‘We do causal modeling.’”\n\n“Something that's always been an important part of any economics training is understanding the distinction between correlation and causation,” he continues. “For example, the role that advertising plays in driving sales. You may see products that have a lot of advertising, and they also get a lot of sales. It doesn't necessarily mean that the advertising caused those sales. Sometimes, companies will by default put more advertising into their most successful products.\n\n“So how would you go about figuring out what the causal effect of advertising is on sales? That's where you get things like experimental variation or holdouts or approaches around instrumental variables or other types of methodologies that economics have developed for getting at causal effects.”\n\nLeslie points to an example from his own work at Amazon. An Amazon Prime membership comes with a host of benefits — fast, free shipping, free two-hour grocery delivery, free video, and free music, among others.\n\nBut, Leslie says, “we don't necessarily know which of those benefits are most important to our customers. Should we be providing more free shipping? Faster free shipping? Should we be providing more video content? Should we be improving the music benefit or reading benefit or gaming benefit? So we built a structural econometric demand model of the bundled services for Prime members that allows us to understand how different benefits create value for our customers.”\n\n\n#### **Theory meets data**\n\n\nOne of the other distinguishing aspects of economics, Leslie says, is its emphasis on theoretical models. “It’s an important way that economists are different from other types of data science experts at Amazon,” he says.\n\nStill, he adds, economics isn’t nearly as theoretical as it used to be. “Back in the 1970s and the 1980s, economics was mostly about theoretical and mathematical modeling,” he says. “There was not much data analysis. Today, that has flipped around. Econometrics and empirical research are the primary focus.\n\n“A common criticism of the theory models was that they are built around assumptions that may or may not hold in the data. I think people started to realize that for a theory to be truly useful, we have to be able to test it and validate the underlying assumptions with data. Today, economists have made great strides in combining theory and data. It’s another reason that industry has begun to take a greater interest in economics.”\n\nMore information about Amazon’s presence at TEC 2020 is ++[available here](https://www.amazon.science/conferences-and-events/tec-2020)++.\n\nABOUT THE AUTHOR\n\n\n#### **[Larry Hardesty](https://www.amazon.science/author/larry-hardesty)**\n\n\nLarry Hardesty is the editor of the Amazon Science blog. Previously, he was a senior editor at MIT Technology Review and the computer science writer at the MIT News Office.","render":"<p>This year, the National Association for Business Economics’ Tech Economic Conference (<ins><a href=\"https://www.nabe.com/NABE/Events/2020_Tech_Economics_Conference__Nov_9-11__Virtual_/NABE/Events/TEC20/TEC20_Main_Page.aspx\" target=\"_blank\">TEC</a></ins>) is convening for only the fourth time. Amazon is one the conference’s <ins><a href=\"https://nabe.com/NABE/Events/TEC20/TEC20_Main_Page.aspx?WebsiteKey=91b9e16d-e6fe-4f31-a4af-02c194225c32&amp;New_ContentCollectionOrganizerCommon=6#New_ContentCollectionOrganizerCommon\" target=\"_blank\">founding partners</a></ins>.</p>\n<p>TEC is a young conference because only recently has it become common for economists to take operational roles in industry.</p>\n<p><img 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\" alt=\"9d323958313e48f7a6d7f651cb2b9734_image1.png\" rel=\"1\" /></p>\n<p>Amazon vice president and chief economist for digital streaming and advertising Phil Leslie.</p>\n<p>COURTESY OF PHIL LESLIE</p>\n<p>“Economists have only been really working in industry for about the last 15 years,” says Amazon vice president and chief economist for digital streaming and advertising Phil Leslie, who will be a panelist in a TEC conference session titled “Outlook for Econ Careers in Tech”. “Companies like Yahoo, eBay, and Microsoft created research labs and would have a handful of economists along with other scientists. They focused on writing research papers for academic publications using these cool new sources of data.</p>\n<p>“Then, about 10 years ago, Amazon decided they also wanted to start hiring economists. But they were going to take a different approach. The economists were going to be embedded throughout the businesses, and they were going to be focused on business problems.”</p>\n<p>At the time, Leslie was an associate professor at the Stanford Graduate School of Business. “I was a skeptic,” he says. “I thought, ‘Wow, you’re going to have a hard time recruiting academics to do that, because all the other companies are putting them in research roles.’ However, it turns out that that first set of academics — and here <ins><a href=\"https://www.amazon.science/blog/amazon-at-aea-the-crossroads-of-economics-and-ai\" target=\"_blank\">Pat Bajari</a></ins> deserves a ton of credit — were so successful at driving real value for Amazon that, quickly, word spread throughout the company that these economists were actually really helpful and valuable. As a result, demand for economists grew substantially.</p>\n<p>“Now you can go to top economics departments, and the PhD students will tell you they’re considering academic jobs and jobs in industry. Industry jobs weren’t anything anybody even mentioned five or ten years ago. Amazon pushed the boundary on creating an entire new career path, and NABE [the National Association for Business Economics] has positioned themselves as the industry association that is really focused on what it means to do economics in industry.”</p>\n<h4><a id=\"Cause_or_correlation_19\"></a><strong>Cause or correlation?</strong></h4>\n<p>Leslie believes that one of the things that economists bring to industry is a focus on causality. “When you say ‘causal modeling’ to any economist, they’ll say, ‘Yeah, that’s what economists do,” Leslie says. “‘We do causal modeling.’”</p>\n<p>“Something that’s always been an important part of any economics training is understanding the distinction between correlation and causation,” he continues. “For example, the role that advertising plays in driving sales. You may see products that have a lot of advertising, and they also get a lot of sales. It doesn’t necessarily mean that the advertising caused those sales. Sometimes, companies will by default put more advertising into their most successful products.</p>\n<p>“So how would you go about figuring out what the causal effect of advertising is on sales? That’s where you get things like experimental variation or holdouts or approaches around instrumental variables or other types of methodologies that economics have developed for getting at causal effects.”</p>\n<p>Leslie points to an example from his own work at Amazon. An Amazon Prime membership comes with a host of benefits — fast, free shipping, free two-hour grocery delivery, free video, and free music, among others.</p>\n<p>But, Leslie says, “we don’t necessarily know which of those benefits are most important to our customers. Should we be providing more free shipping? Faster free shipping? Should we be providing more video content? Should we be improving the music benefit or reading benefit or gaming benefit? So we built a structural econometric demand model of the bundled services for Prime members that allows us to understand how different benefits create value for our customers.”</p>\n<h4><a id=\"Theory_meets_data_33\"></a><strong>Theory meets data</strong></h4>\n<p>One of the other distinguishing aspects of economics, Leslie says, is its emphasis on theoretical models. “It’s an important way that economists are different from other types of data science experts at Amazon,” he says.</p>\n<p>Still, he adds, economics isn’t nearly as theoretical as it used to be. “Back in the 1970s and the 1980s, economics was mostly about theoretical and mathematical modeling,” he says. “There was not much data analysis. Today, that has flipped around. Econometrics and empirical research are the primary focus.</p>\n<p>“A common criticism of the theory models was that they are built around assumptions that may or may not hold in the data. I think people started to realize that for a theory to be truly useful, we have to be able to test it and validate the underlying assumptions with data. Today, economists have made great strides in combining theory and data. It’s another reason that industry has begun to take a greater interest in economics.”</p>\n<p>More information about Amazon’s presence at TEC 2020 is <ins><a href=\"https://www.amazon.science/conferences-and-events/tec-2020\" target=\"_blank\">available here</a></ins>.</p>\n<p>ABOUT THE AUTHOR</p>\n<h4><a id=\"Larry_Hardestyhttpswwwamazonscienceauthorlarryhardesty_47\"></a><strong><a href=\"https://www.amazon.science/author/larry-hardesty\" target=\"_blank\">Larry Hardesty</a></strong></h4>\n<p>Larry Hardesty is the editor of the Amazon Science blog. Previously, he was a senior editor at MIT Technology Review and the computer science writer at the MIT News Office.</p>\n"}
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