Do consumers care how a genetically engineered food was created or who created it?

That's the tile of a new paper I co-authored with Brandon McFadden at University of Florida and Norbert Wilson at Tufts that was just released in a special issue of Food Policy, which is focused on genetically engineered food (aka GMOs).

In some ways, our paper is like three papers smushed into one: we tie several analyses together under one theme.  Here's part of the motivation:

“heterogeneity [in preference] across products or breeding technologies rather than people is important because a “GMO” is not a single thing, but rather represents a class of many possible foods and technologies that could have been created for many different reasons by different innovators. The ever-changing capability to modify genomes in new ways requires asking new questions. Understanding consumer reactions to different GE foods, technologies, and innovators is increasingly important as new technologies such as CRISPR or gene editing have
emerged which avoid transgenic manipulations. Additionally, new start-ups and non-profits have entered the space with new products that differ from those commercialized by large agribusinesses”

In addition to documenting whether concern for GMOs has increased over time (answer: they haven't), we study whether:

“(1) certain kinds of GE foods or plant breeding technologies are more acceptable to consumers, (2) consumers prefer that all biotech applications applied to food be regulated identically, and (3) preferences for GE food depend on the innovator. ”

We find that people are most supportive of regulations that focus on the outcomes from plant breeding rather than focusing on the particulars of which breeding method was used.  We also find that support or opposition to a GMO depends on who created the GMO.  Finally, concerns about the safety of GMOs are related to consumers' perceptions of who benefits from the GMO.  Here's one of the key figures.  

Who Says They Waste Food (and when)?

Applied Economics Perspectives and Policy just published a paper I co-authored with Brenna Ellison entitled "Examining Household Food Waste Decisions: A Vignette Approach."  Here is a summary of the paper:

“The purpose of this research is to examine household (consumer) food waste decisions. Because measuring food waste is fraught with difficulty, our first contribution is the application of vignette methodology to the issue of food waste. Our second contribution is to systematically determine how decisions to waste food vary with factors such as price, location, cost of replacement, and freshness, among other factors. The empirical analysis is concentrated on specific food waste decisions: one focused on leftovers from a fully prepared meal and a second related to a single product (milk). The empirical results show that decisions to discard food are a function of consumers’ demographic characteristics and some of the factors experimentally varied in the vignette design.”

In particular, each subject saw a description like the following (where they saw one of the values in each of the brackets): 

“Imagine this evening you go to the refrigerator to pour a glass of milk. While taking out the carton of milk, which is [one quarter; three quarters] full, you notice that it is one day past the expiration date. You open the carton and the milk smells [fine; slightly sour]. [There is another unopened carton of milk in your refrigerator that has not expired; no statement about replacement]. Assuming the price of a half-gallon carton of milk at stores in your area is [$2.50; $5.00], what would you do? “Pour the expired milk down the drain” or “Go ahead and drink the expired milk””

I suspect you won't be too surprised to hear that "smell" had a significant effect on consumers' decisions to waste or not waste.  Apparently food safety considerations are one key driver of household food waste decisions.  

We also had another vignette surrounding the decision of whether to keep a leftover meal.  The findings?

“In the case of meal leftovers, respondents were generally less likely to waste the leftovers when the meal cost was high, when there were leftovers for a whole meal, when there were no future meal plans, and when the meal was prepared at home. Many of these relationships have a very obvious time component. Leftovers can save individuals time when there is enough for a whole meal and there are no future meal plans; further, when a meal is prepared at home, there is already a time cost for that meal (albeit a sunk cost) that people do not want to discount by throwing the leftovers out. ”

Oh SNAP!

Multiple sources today reported an item in the president's budget that would replace a portion of the Supplemental Food and Nutrition Assistance Program (SNAP, aka "food stamps") with physical food deliveries.  Here is Politico: 

“The proposal, buried in the White House’s fiscal 2019 budget, would replace about half of the money most families receive via the Supplemental Nutrition Assistance Program, also known as food stamps, with what the Department of Agriculture is calling “America’s Harvest Box.” That package would be made up of “100 percent U.S. grown and produced food” and would include items like shelf-stable milk, peanut butter, canned fruits and meats, and cereal.”

The proposal is being pitched as a government version of Blue Apron that will save taxpayers hundreds of millions of dollars.  SNAP and consumer advocacy groups have expressed concern with the proposal; I haven't seen any overt advocates of the plan outside the administration.  

Economists have long favored unconditional (e.g., cash) to in-kind (e.g., food) transfers.  The basic idea is that an individual consumer has a better idea of what they'll like than an administrator deciding which foods to put in a box.  In other words, for the same budget, a consumer will be happier with cash than an equivalent dollar amount of food because the former provides more flexibility and freedom than the later.  This value of flexibility could, of course, be offset if the administrator could acquire foods at a substantially reduced price compared to the average food consumer.  But, this presumes the government administrators are more skilled in food acquisition than the Amazons, Walmarts, and Krogers of the world (or that these companies are taking in excess profits that could be passed directly to consumers).

There is another aspect to this issue that doesn't seem to be getting much attention.  In particular, at least for some people, it doesn't matter if you give them food or SNAP.  Here is Southworth writing in 1945 when earlier versions of SNAP were being debated:  

“‘If a family would buy two pounds of beans anyway, giving it up to two pounds of beans as a consumption subsidy merely relieves it of the necessity of that much expenditure on its own behalf. In effect, its income is increased by the value of two pounds of beans, and it may spend some or none of this increased income on additional beans”

In short, if a household already plans to buy beans, it doesn’t matter whether the household is given beans or an equivalent amount of cash – the final outcome is the same.

But, what if the household wanted rice and not beans?  Providing them beans means they are a little less happier than they would have been with an amount of cash (or SNAP benefits) equal to the beans that they then could use to buy rice.  

Maybe the idea is that this version of the SNAP program would be more beneficial to U.S. farmers. But, these aid programs are hardly efficient forms of farm support.  As I found in one analysis, for every $1 spent by taxpayers on SNAP, farmers benefit by only $0.01.  If the idea is to support farmers, we'd be better off just sending them the dollar.  

In the end, the purported benefits seem to hinge critically on the government's ability to deliver food at a price low enough that offsets the value of the loss of flexibility for the aid recipient.  

Factors Affecting Beef Demand

Glynn Tonsor, Ted Schroeder, and I recent completed a report for the Cattlemen's Beef Board on the factors influencing beef demand.  

One of the key factors that emerges from the analysis of the USDA price/quantity data is that beef demand appears to have become less sensitive to price-related factors.  In econ-lingo, beef demand has become more inelastic.  Moreover, changes in pork and poultry prices have fairly small impacts on beef demand.

As a result, we focused on several potential non-price demand determinants.  We find that emerging stories about climate change have adversely affected beef demand, but at the same time increased media focus on taste and flavor have more than compensated for those effects, pulling up demand since 2012.  

We also look at trends from the Food Demand Survey (FooDS) and how they relate to consumers' preferences and beliefs.  Here are some graphs on the relationship between a variety of factors and steak demand.

Here is the same but for ground beef demand.

Increases in income clearly increase steak demand, but ground beef is demanded similarly by all income categories.  Some of the biggest determinants of beef demand are "food values".  Here's what we have to say about how to interpret those results.

“While it may not be initially obvious, results in figure 4.5 [showing the relationship between steak demand and food values] can be interpreted as providing evidence about people’s beliefs about (or perceptions of) steak. Suppose an individual highly values taste. Figure 4.5 shows that such an individual will tend to choose more steak. As a result, it must be that steak is perceived to be highly tasty. By this line of reasoning, figure 4.5 suggests that consumers, on average, perceive steak to be convenient, tasty, attractive, and novel but they also perceive steak to be poor for animal welfare, nutrition, and environment while also being expensive. ”

There's a lot more in the report.

Don't Want to Eat Pink Slime? Would You Even Know?

It's hard to believe it's been almost five years since the finely textured beef (aka "pink slime")  scandal broke.  To briefly re-cap, by 2012 it had become an industry standard to include finely textured beef with other beef trimmings to make ground beef.  The process enabled food processors to add value, cut down on waste, and increased the leanness of ground beef in an affordable manner.  But, a series of news stories broke, which caused public backlash against the process, and ultimately led to the closure of several plants that produced finely textured beef.  In 2013, I wrote about my visit to BPI, one of the largest producers of lean finely textured beef (this summer, ABC settled a multi-million dollar lawsuit brought by BPI regarding ABC's coverage of the issue).  I devoted a whole chapter of my 2016 book, Unnaturally Delicious, to the issue.  I'll also note, for some aspiring journalist out there,  that I can imagine a highly compelling a book-length treatment of the saga.

Back to the heart of the story, must of the public backlash presumably came about because the public was worried about taste or safety of ground beef made with finely textured beef.  In the monthly Food Demand Survey (FooDS), we've been running for almost five years, we ask about perceptions of the safety of "pink slime" and of "lean finely textured beef".  The data suggests neither are top safety concerns.  The most common answer is that people are "neither concerned nor unconcerned" about the safety of these issues (for lean finely textured beef, the average response is actually in the direction of "somewhat unconcerned").

Well, what about taste?  People may think "pink slime" tastes bad, but what would happen in a blind taste test?  Along with several of my former econ and meat science colleagues at Oklahoma State University (Molly Depue, Morgan Neilson, Gretchen Mafi, Bailey Norwood, Ranjith Ramanathan, and Deb VanOverbek), we conducted a study to find out.  The results were just published in PLoS ONE.  Here's what we found.

“Over 200 untrained subjects participated in a sensory analysis in which they tasted one ground beef sample with no finely textured beef, another with 15% finely textured beef (by weight), and another with more than 15%. Beef with 15% finely textured beef has an improved juiciness (p < 0.01) and tenderness (p < 0.01) quality. However, subjects rate the flavor-liking and overall likeability the same regardless of the finely textured beef content. Moreover, when the three beef types are consumed as part of a slider (small hamburger), subjects are indifferent to the level of finely textured beef.”

So, a burger made with 15% finely textured beef is as tasty or tastier than a burger without finely textured beef.  If people knew this, would it have changed their reaction to the Jamie Oliver show or the 2012 ABC News stories?