{"id":222,"date":"2019-05-03T20:17:31","date_gmt":"2019-05-03T20:17:31","guid":{"rendered":"http:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/?p=222"},"modified":"2019-05-07T02:40:10","modified_gmt":"2019-05-07T02:40:10","slug":"measuring-diet-quality-with-a-side-of-alphabet-soup","status":"publish","type":"post","link":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/2019\/05\/03\/measuring-diet-quality-with-a-side-of-alphabet-soup\/","title":{"rendered":"Measuring diet quality: with a side of alphabet soup"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">We know diet is important to human health. <\/h4>\n\n\n\n<p>Across the world, around 800 million people are undernourished \u2014going hungry because they do not have access to enough food to meet their daily needs\u2014while more than 2 billion people are deficient in essential vitamins or minerals (known as \u2018hidden hunger\u2019) and around 1.9 billion adults are overnourished (overweight and obese)(HLPE, 2018). <\/p>\n\n\n\n<p>What\u2019s more, diet has risen in the ranks of the most important factors in determining our health and mortality. In 2017, poor diet caused more deaths (11 million globally) than any other risk factor (2017 Global Burden of Disease Collaborators, 2019). In a study of global disease burdens, investigators suggested that improvement in dietary quality could potentially prevent one in every five deaths globally (2017 Global Burden of Disease Collaborators, 2019). <\/p>\n\n\n\n<p>If we want to influence the way people eat towards an ideal\ndiet (and optimal health outcomes) then we need to:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>be able to provide recommendations for how to\nachieve this diet<\/li><li>benchmark current food consumption against these\nrecommendations<\/li><li>see what work needs to be done to bring eating\nhabits closer to the ideal (i.e. identify intervention points: the foods we are\neating too much or too little of).&nbsp;&nbsp; <\/li><\/ul>\n\n\n\n<p>Being able to measure diets well is also important for\ntesting whether following dietary recommendations actually has the benefits to\nhealth envisaged by proponents of the ideal diet. &nbsp;&nbsp;<\/p>\n\n\n\n<p>So, how do we know what food patterns people are following? How do we know whether they are following dietary recommendations? Or, as the nutritional epidemiologists would put it, what is the <em>quality <\/em>of people\u2019s diets?<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/20190503_125742-3-1024x768.jpg\" alt=\"\" class=\"wp-image-233\" width=\"428\" height=\"321\" srcset=\"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/20190503_125742-3-1024x768.jpg 1024w, https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/20190503_125742-3-300x225.jpg 300w, https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/20190503_125742-3-768x576.jpg 768w\" sizes=\"auto, (max-width: 428px) 100vw, 428px\" \/><figcaption><em>How would this meal score in terms of diet quality? <\/em><br>My first (delicious, and I reckon pretty healthy) lunch at CIAT, Cali.  <\/figcaption><\/figure><\/div>\n\n\n\n<p style=\"text-align:left\" class=\"has-text-color has-background has-small-font-size has-very-dark-gray-color has-light-green-cyan-background-color\"><strong>A quick recap from my<a href=\"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/2019\/03\/18\/blog-1\/\"> last post<\/a>:<\/strong> There is little agreement on what a healthy, ideal, diet should look like in detail, but eating (whole) food, not too much of it, and mostly fruits, vegetables, whole grains and legumes (i.e. plants) appears to represent most of the common ground. Governments, dieticians and others tell people how they should eat in a number of ways, the most visible of these being through food-based dietary guidelines (FBDGs). <\/p>\n\n\n\n<p>In this post, I&#8217;ll outline how others are measuring alignment with ideal diets and whether these approaches could be adapted for my research project.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>The diet quality concept<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"356\" src=\"http:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/09NUTRITION-articleLarge-1.jpg\" alt=\"\" class=\"wp-image-240\" srcset=\"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/09NUTRITION-articleLarge-1.jpg 600w, https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/09NUTRITION-articleLarge-1-300x178.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption>Image credit: Sophia Martineck, from the NY Times article &#8216;<a href=\"https:\/\/www.nytimes.com\/2014\/02\/09\/opinion\/sunday\/why-nutrition-is-so-confusing.html\">Why nutrition is so confusing<\/a>&#8216; (2014)<\/figcaption><\/figure>\n\n\n\n<p>Starting in nutritional epidemiology (the study of the relationship between nutrition and health) around 20 years ago, the term \u2018diet quality\u2019 was introduced as researchers wanted to evaluate people\u2019s dietary habits, find out whether nutritional interventions were working and whether diet-related disease outcomes could be predicted (Alkerwi, 2014). In the same way that we cannot tie down a single \u2018ideal\u2019 diet, what makes a diet low or high quality is debated. Indeed, the field of nutritional epidemiology has itself been called into question because of its inability to provide the means to accurately measure diets (Satija et al., 2015). <\/p>\n\n\n\n<p>While there is wide agreement that a high-quality diet should\nbe safe, hygienic and one that promotes optimal growth and development,\nprevents diseases and health hazards, diet quality is considered \u2018an open-textured\nnotion where no single static definition exists\u2019 (Alkerwi, 2014). Diet quality can\nbe used as an umbrella term for how well an individual or group\u2019s collective\ndiet conforms to dietary recommendations (Alkerwi, 2014), so its meaning and\nhow it is measured differs according to the objectives informing those dietary\nrecommendations. &nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1: Defining dietary patterns <\/h4>\n\n\n\n<p>There are two main approaches to characterising dietary\npatterns (describing how people eat): the first is \u2018bottom-up\u2019 and involves\nlooking at the available data on what people are eating, grouping the foods (or\nkey nutrients) eaten and defining the dietary pattern based on the quantity at\nwhich they are usually consumed; the second approach is \u2018top-down\u2019 and starts\nwith a set of criteria for adhering to dietary guidelines (e.g. FBDGs) which\nfood consumption data can be scored against and diets can be explained in\nrelation to (Kant, 2004). &nbsp;<\/p>\n\n\n\n<p>This is how I think about the two approaches: <\/p>\n\n\n\n<figure class=\"wp-block-image alignfull\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"315\" src=\"http:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/Blog-2-graphics-DP-approaches-2-1024x315.jpg\" alt=\"\" class=\"wp-image-245\" srcset=\"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/Blog-2-graphics-DP-approaches-2-1024x315.jpg 1024w, https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/Blog-2-graphics-DP-approaches-2-300x92.jpg 300w, https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/Blog-2-graphics-DP-approaches-2-768x236.jpg 768w, https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/Blog-2-graphics-DP-approaches-2.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption>Two approaches to defining dietary patterns. Based on the description in Kant, 2004.<\/figcaption><\/figure>\n\n\n\n<p>For the purposes of my project, I\u2019m planning to rule out the first approach in favour of the second, index-based approach. We are interested in investigating the alignment of food supplies with an ideal diet across the world, so it will not be sufficient to only describe what people\u2019s diets look like (though see the <a href=\"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/links\/\">Links page<\/a> for a neat piece of work from the National Geographic magazine showing just this). Instead, we need a point of reference from which to compare their relative \u201chealthiness\u201d. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 2: Measuring dietary quality<\/h4>\n\n\n\n<p>Measures of diet quality differ according to research objectives,\nnotions of what should be considered \u2018healthy\u2019 and the data source used. The\nfirst reviews of dietary quality indices (DQIs) conducted by Kant (1996; 2004)\ndescribed three types of indices:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li><strong>Variety-based<\/strong>:\nwhere scores are assigned according to the variety of foods consumed (within\nand across food groups) for maximising potential nutrient intake.<\/li><li><strong>Dietary guidelines-based<\/strong>:\n&nbsp;where scores are assigned for adherence\nto dietary recommendations (e.g. FBDGs). <\/li><li><strong>Mediterranean-diet\nbased<\/strong>: where scores are assigned for adherence to Mediterranean diets.<\/li><\/ol>\n\n\n\n<p class=\"has-text-color has-vivid-red-color\"><em>Warning! The following explanation of how diet quality is measured is served with a hefty bowl of alphabet soup.<\/em><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/20190505_175604-1-e1557196624477-768x1024.jpg\" alt=\"\" class=\"wp-image-263\" width=\"296\" height=\"395\" \/><figcaption>After 9 months in Ireland I am definitely rating all of this tropical fruit!<\/figcaption><\/figure><\/div>\n\n\n\n<p>The \u201coriginal\u201d DQIs are the Healthy Eating Index (HEI),\nDietary Quality Index (DQI), Healthy Diet Indicator (HDI) and Mediterranean Diet\nScore (MDS) (Gil et al., 2015). As the development and application of DQIs has\nincreased, these measures are categorised according to their primary units of\nconcern:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li><strong>Nutrient-based: <\/strong>diet quality scored on key\nnutrient intake, using food composition knowledge and tools to convert the\namount of certain foods eaten to estimated nutrient intake<\/li><li><strong>Food\/food group-based: <\/strong>scores for\nadherence to recommended portions, frequencies or number of food groups\nconsumed e.g. Food-Based Quality Index (FBQI), Healthy Food Index (HFI), Food\nPyramid Index (FPI), and MDS. <\/li><li><strong>Mixed\/combination\nindices: <\/strong>scores for balance and variety within and across food groups and\nmacronutrients e.g. original DQI, HEI and HDI (Gil et al., 2015 and Alkerwi,\n2014). &nbsp;<\/li><\/ol>\n\n\n\n<p>The bulk of DQIs come under the third category \u2013 which, if\nyou recall from my first blog, makes sense because diversity and balance\nfeature strongly in leading guidance on healthy diets. While new approaches are\nemerging with indicators such as energy density, antioxidant capacity and\ninflammatory potential (Alkerwi, 2014).<\/p>\n\n\n\n<p>It is important to note that most DQIs were developed with\nmeasuring diet quality using individual dietary collection methods such as\n24-hour surveys, food frequency questionnaires and dietary records (Gil et a.,\n2015). Our study, on the other hand, will be using national food supply data as\nrepresentative of individual diets on a per capita level. So, I will be looking\nprimarily at the adaptation potential of DQI approaches that can be applied at\na food-group level, rather than those that seek to estimate nutrient intake. There\nare many limitations to estimates of nutrient intake from records of food consumption\n(e.g. individual metabolism, food preparation practices, foods actually eaten vs\nthat purchased and thrown out) which can be more easily controlled for in\nmethods applied at an individual level. <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"668\" height=\"346\" src=\"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/DQIs.png\" alt=\"\" class=\"wp-image-231\" srcset=\"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/DQIs.png 668w, https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-content\/uploads\/sites\/87\/2019\/05\/DQIs-300x155.png 300w\" sizes=\"auto, (max-width: 668px) 100vw, 668px\" \/><figcaption>Nine dietary quality indices (DQIs) reviewed by Gil et al. (2015), a sample of the DQI approaches I am considering. <\/figcaption><\/figure><\/div>\n\n\n\n<p>As good a starting point as any, I am looking at Gil et al.\u2019s (2015) Top 9 \u201cmost useful\u201d DQIs for measuring diet quality (shown in the image above), despite the authors\u2019 lack of explanation for why these DQIs were considered the most useful. <\/p>\n\n\n\n<p>All of the these DQIs include indicators for food groups and nutrients to different extents. For instance, the Med DQIs include ratios of monounsaturated fats (i.e. olive oil) to saturated fats (e.g. whole milk dairy or fatty meats) while the original and revised DQI have indicators for protein, cholesterol, sodium and calcium which are more difficult to convert to food supply data (Gil et al, 2015). <\/p>\n\n\n\n<p>Over the next couple of weeks I will looking more closely at these issues in our study design. But for now I&#8217;m going to see if I can find some alphabet noodles in Cali&#8217;s supermercados&#8230;<\/p>\n\n\n\n<p>-A.<\/p>\n\n\n\n<p>P.S. I actually found a delicious looking recipe on the <a href=\"http:\/\/www.mycolombianrecipes.com\/sopa-de-letras-con-carne-alphabet-soup\/\">&#8216;My Colombian Recipes&#8217; <\/a>blog and for the author at least, sopa de letras con carne (alphabet soup) was a family favourite!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We know diet is important to human health. Across the world, around 800 million people are undernourished \u2014going hungry because they do not have access to enough food to meet &#8230;<\/p>\n","protected":false},"author":89,"featured_media":228,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-222","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/posts\/222","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/users\/89"}],"replies":[{"embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/comments?post=222"}],"version-history":[{"count":20,"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/posts\/222\/revisions"}],"predecessor-version":[{"id":405,"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/posts\/222\/revisions\/405"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/media\/228"}],"wp:attachment":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/media?parent=222"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/categories?post=222"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/anna-whitton\/wp-json\/wp\/v2\/tags?post=222"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}