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Problem Areas Credit Risk - IBISWorld

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Economic Environment<br />

Agriflation<br />

Identifying Supply-Chain<br />

<strong>Problem</strong> <strong>Areas</strong><br />

and Quantifying an<br />

Industry’s Vulnerability to<br />

<strong>Credit</strong> <strong>Risk</strong>


Rising prices for food commodities have ripple effects<br />

on industries downstream. Lenders can evaluate how rising<br />

prices affect certain industries and the resulting impact on a<br />

firm’s credit risk.<br />

b y Gav i n Sm i t h<br />

Th e f i r s t a rt i c l e in this series, which appeared in the September<br />

issue, focused on the sharp increase in the price<br />

of agricultural goods and sought to distinguish the shortterm<br />

factors that have pushed up prices from longer-term<br />

fundamentals. A key underpinning of this series is that<br />

price increases in one industry have ripple effects through<br />

an economic supply chain—with an associated increase<br />

in credit risk.<br />

Monitoring and measuring the risk faced by companies<br />

along a supply chain is essential to sound bank-lending<br />

practices. Not all industries, or companies, are created<br />

equal and risk is rarely spread evenly. Separating the good<br />

risks from the bad risks is a significant challenge.<br />

Understanding industry fundamentals and their inherent<br />

strengths and weaknesses will offer some indication of<br />

the robustness of companies that face a supply-chain price<br />

rise. In this article, we create two simple agribusiness supply<br />

chains that show the interconnectedness of industries<br />

(and thus the means by which risk is spread) and highlight<br />

the factors that can increase or mitigate credit risks.<br />

The first article pinpointed corn, soybean, and wheat<br />

farming as major areas of interest, given that the supply<br />

chain from these three industries involves many agricultural<br />

producers, foodstuff manufacturers and processors,<br />

wholesalers and storage providers, as well as retailers.<br />

This article will focus on price increases in the corn, soybean,<br />

and wheat farming industries and the ability of industries<br />

in the animal production and food production<br />

supply chains to weather a supply-chain price shock. We<br />

will highlight industry characteristics that help determine<br />

the typical company’s vulnerability to sharply rising input<br />

prices and offer benchmarks that lenders can use to<br />

quantify the relative risk level faced by the sector and the<br />

companies that operate in it.<br />

The Supply Chain<br />

Figures 1 and 2 each show eight key industries located<br />

downstream of the corn, soybean, and wheat farming industries.<br />

Figure 1 shows the animal production supply<br />

chain. Figure 2 shows the food production supply chain.<br />

These 16 industries rely on the goods sold by crop farmers<br />

and therefore are susceptible to the recent rise in agricultural<br />

input prices.<br />

Purchase costs for animal production industries along<br />

the crop-growing supply chain total $114.7 billion. Average<br />

profitability along the chain is around 12.6% of<br />

industry revenue. The value of the food production supply<br />

chain is greater at $220.3 billion. Purchases from in-<br />

Figure 1<br />

Agriculture and Animal Production Supply Chain<br />

Corn,<br />

Soybean<br />

& Wheat<br />

Farming<br />

Animal Products— Downstream Demand Turkey Production 44.0%<br />

Material Purchase Costs (% of revenue) Animal Food Production 61.0%<br />

Beef Cattle Production 48.8% Egg & Poultry Wholesale 83.0%<br />

Milk Production & Dairy Cattle 51.9% Beef & Pork Wholesale 83.6%<br />

Hog & Pig Farming 50.0% Total Purchase Costs $114.7bn<br />

Chicken Production 52.2% Average Profit Margin 12.6%<br />

Source: IBISWORLD, INC.<br />

The RMA Journal October 2008 43


Figure 2<br />

Agriculture and Food Production Supply Chain<br />

Corn,<br />

Soybean<br />

& Wheat<br />

Farming<br />

Food Products— Downstream Demand Cookie, Cracker & Pasta Production 40.4%<br />

Material Purchase Costs (% of revenue) Tortilla Production 43.8%<br />

Flour Milling 73.0% Syrup & Flavoring Production 27.7%<br />

Margarine & Cooking Oil Processing 70.2% Corn, Wheat & Soybean Wholesaling 89.3%<br />

Cereal Production 32.4%% Total Purchase Costs $220.3bn<br />

Bread Production 36.1% Average Profit Margin 20.4%<br />

Source: IBISWORLD, INC.<br />

dustries in this chain include a wider array of goods and<br />

services from sources other than primary producers, although<br />

this trend is not uniform. At an average of 20.4%<br />

of total industry revenue, the average profit margin of the<br />

food production industries is greater than that of the animal<br />

production chain.<br />

Evaluating and Measuring Industry Vulnerability<br />

Below is a summary of criteria used to evaluate and measure<br />

an industry’s vulnerability to a supply-chain price<br />

shock. The checklists contained in Tables 1 and 2 establish<br />

industry benchmarks used to judge the robustness of<br />

an industry’s typical company. Key factors a lender must<br />

consider are:<br />

• Purchase costs as a proportion of total revenue. This<br />

quantifies the average company’s overall exposure to<br />

input price shocks further up the supply chain. The<br />

bargaining dynamics of the supply chain can complicate<br />

matters. For instance, a bulk buyer or one with<br />

long-term supply contracts will secure a better price<br />

than a smaller company that purchases sporadically.<br />

Moreover, a company with an alternative supply source<br />

(or an alternative input), including the ability to import<br />

goods, will be able to strike a better deal to reduce risks<br />

associated with higher input prices.<br />

• Average industry profitability. This indicates the size<br />

of the average firm’s short-term financial buffer against<br />

higher variable costs. The buffer gives operators a<br />

chance to absorb input price rises by running down<br />

profit to avoid passing on costs to consumers (and<br />

risk losing market share) or failing to meet loan repayments.<br />

• Economic life-cycle stage. This is a qualitative and<br />

quantitative assessment of an industry’s markets, products,<br />

technology adoption, and revenue growth. A company<br />

that operates in a growth industry may be willing<br />

to accept higher short-term prices to stay in business<br />

in the hope of future profits. Industries in the decline<br />

phase provide an operator with fewer alternative business<br />

strategies and therefore have increased credit risk.<br />

• Average size of an industry player. This can be used to<br />

benchmark a company’s bargaining power in the supply<br />

chain and its ability to exploit economies of scale.<br />

• <strong>IBISWorld</strong> Industry Health Index. This score (described<br />

in the first article) measures the impact of external<br />

variables on an industry, thereby putting operators<br />

in a real-world context.<br />

Agriculture and the Animal Production Chain<br />

The price-shock vulnerability checklist (Table 1) shows<br />

that a number of industries are susceptible to supply-chain<br />

price increases. Of clear concern are industries in the decline<br />

stage of their life cycles. Decline is characterized by<br />

falling or static per capita consumption of the good or service<br />

the industry produces. As such, an operator’s decision<br />

to pass on a price increase to consumers will likely hasten<br />

the buyer’s move away from the good. Moreover, decline<br />

is characterized by only cosmetic industry-technology<br />

change, meaning companies are unlikely to develop new<br />

production processes that could increase productivity and<br />

mitigate the full impact of rising input prices.<br />

Of the industries in the decline stage of their life cycles,<br />

the two wholesalers stand out as particularly vulnerable<br />

given thin profit margins and high purchase costs. The<br />

data shows a very low tolerance for input price rises, namely<br />

4.8% in the egg and poultry wholesaling industry and<br />

only 3% in the beef and pork wholesaling industry. This<br />

means a typical operator in the beef and pork wholesaling<br />

44<br />

October 2008 The RMA Journal


Table 1<br />

Industry<br />

Purchase Costs<br />

(% of total revenue)<br />

Profit Rate<br />

(% of revenue)<br />

Price-shock Vulnerability Checklist<br />

Implied Input Price<br />

Rise 'Buffer'<br />

Industry Life-<br />

Cycle Stage<br />

Average Size of<br />

Industry Company ($)<br />

<strong>IBISWorld</strong> Industry<br />

Health Index<br />

Beef Cattle Production 48.8 15.0 30.7 Mature 73,365 106.1<br />

Milk Production & Dairy Cattle 51.9 13.0 25.0 Mature 502,688 99.3<br />

Hog & Pig Farming 50.0 14.0 28.0 Decline 481,334 103.7<br />

Chicken Production 52.2 18.5 35.4 Mature 968,033 119.2<br />

Turkey Production 44.0 14.1 32.0 Mature 1,176,110 123.6<br />

Animal Food Production 61.0 19.6 32.1 Mature 21,721,465 110.8<br />

Egg & Poultry Wholesale 83.0 4.0 4.8 Decline 10,859,586 79.1<br />

Beef & Pork Wholesale 83.6 2.5 3.0 Decline 9,760,094 77.6<br />

industry might bear a short-term increase in input costs<br />

of only 3% before considering passing on prices or threatening<br />

default. These pressures are likely to accelerate the<br />

general move toward wholesale function bypass and play<br />

to the strengths of vertically integrated agribusinesses that<br />

grow, process, wholesale, and even retail goods.<br />

The saving grace of the wholesale sector is the large<br />

average size of an industry operator. Buying power is a<br />

key pressure point along any supply chain. In comparison<br />

to most farmers, wholesale firms have a high degree of<br />

bargaining power in the supply chain. Firms at or larger<br />

than the benchmarks noted can use economies of scale in<br />

purchasing, storage, and distribution that a smaller company<br />

would find more difficult. The discrepancy in establishment<br />

size is a fair indication of one company’s power<br />

compared with another.<br />

Evidence of the way supply-chain dynamics operate<br />

is calculable. According to the U.S. Department of Agriculture<br />

(USDA), the retail price of beef increased 16.6%<br />

between 2002 and 2007, and all of this occurred between<br />

wholesalers and retailers. A comparison of the farm gate<br />

price of beef and the wholesale price shows a fall of 6.2%<br />

over the same period. Clearly, the discrepancy between<br />

average farm size and average wholesaler and manufacturer<br />

is vital.<br />

Supply-chain credit risk is mitigated by reasonably high<br />

average profit margins, which operators can use as a shortterm<br />

buffer against price shocks before passing the price<br />

to consumers (or further down the supply chain) or, in the<br />

worst-case scenario, before credit default.<br />

The animal food production industry is particularly<br />

well sheltered with a significant average establishment<br />

size (manufacturing is reliant on economies of scale that<br />

reduce unit prices) and a profit margin touching 20%<br />

of revenue. The buffer in this industry’s cost structure is<br />

32.1%. Although purchase costs are reasonably high, they<br />

are spread across crop and noncrop industries.<br />

Moreover, the mature stage of the industry life cycle<br />

allows the best companies to segment their product offerings.<br />

Higher-quality goods will probably be marked up<br />

in price at the retail level (pet food accounts for around<br />

30% of industry revenue), while lower-end goods (such as<br />

cattle feed) will benefit from some near-term price crosssubsidization.<br />

The <strong>IBISWorld</strong> Industry Health Index shows an average<br />

score across all industries in the chain of 102.4—ranging<br />

from a very healthy 123.6 points for turkey production to<br />

a low of 77.6 points in the beef and pork wholesale industry.<br />

Turkey producers are aided by the fact that purchase<br />

costs account for only 44% of total revenue (the lowest in<br />

this supply chain). Of that total, only about 15 percentage<br />

points come from crops (as used for feed). Further along<br />

the turkey production supply chain, operators are helped<br />

by the high price of turkey livestock, a low incidence of<br />

disease, and changing consumer consumption habits favoring<br />

white meat.<br />

Three industries fall below the baseline 100 level, suggesting<br />

relatively poor health. In the case of the milk production<br />

and dairy cattle industry, problems stem from the<br />

industry operators’ reliance on crops as feed. <strong>IBISWorld</strong><br />

estimates that crops account for about 20 percentage<br />

points of purchase costs (which total 51.9% of revenue).<br />

The industry also suffers from a weakening supply chain<br />

of its own. Key buyers, such as the dairy product manufacturing<br />

industry, which accounts for about 30% of total<br />

demand, will grow only 0.6% in 2009. Another key buyer,<br />

the ice cream manufacturing industry, will decline 0.9%.<br />

Agriculture and the Food Production Chain<br />

The benchmark checklist for industries in the food production<br />

supply chain (Table 2) has two industries in the<br />

growth stage of their life cycles: the tortilla production<br />

industry and corn, wheat, and soybean wholesaling. On<br />

closer inspection of the latter, we find that expansion is<br />

concentrated in the corn segment, especially sales to producers<br />

of ethanol and other biofuels. Expansion in this<br />

The RMA Journal October 2008 45


Table 2<br />

Industry<br />

Purchase Costs<br />

(% of total revenue)<br />

Industries in Food Production Supply Chain<br />

Profit Rate<br />

(% of revenue)<br />

Implied Input Price<br />

Rise ’Buffer’<br />

Industry Life-<br />

Cycle Stage<br />

Average Size of<br />

Industry Company ($)<br />

<strong>IBISWorld</strong> Industry<br />

Health Index<br />

Flour Milling 73.0 15.0 20.5 Mature 36,196,730 71.8<br />

Margarine & Cooking Oil Processing 70.2 15.0 21.4 Mature 124,543,827 70.7<br />

Cereal Production 32.4 43.5 134.3 Mature 180,525,000 114.3<br />

Bread Production 36.1 19.0 52.6 Mature 3,931,639 100.1<br />

Cookie, Cracker & Pasta Production 40.4 21.7 53.7 Mature 28,534,268 108.3<br />

Tortilla Production 43.8 18.8 42.9 Growth 7,531,546 114.5<br />

Syrup & Flavoring Production 27.7 26.1 94.2 Decline 57,388,966 105.1<br />

Corn, Wheat & Soybean Wholesaling 89.3 5.0 5.6 Growth 37,309,661 83.2<br />

product line has been significant enough to push up the<br />

industry’s profit margin to 5% of revenue, which is beyond<br />

the sliver normally associated with wholesaling.<br />

Moreover, the industry’s average company size, $37<br />

million, reflects strong buying power. Data from the<br />

USDA shows that major wholesalers (and, by extension,<br />

manufacturers to which they sell) and retailers have successfully<br />

“out-bargained” farmers. For instance, the value<br />

of cereal and bakery products returned to the farmer fell<br />

from 14% in 1980 to 6% in 2006. Over the same period,<br />

the retail cost of cereal and bakery products increased<br />

153%. The source of power in this chain clearly is not<br />

with farmers.<br />

Profit margins across the whole food production supply<br />

chain are relatively high, which provides a short-term buffer<br />

against default. Indeed, three industries return a buffer<br />

level greater than 50%, with a typical operator in the cereal<br />

production industry able to bear a short-term price rise<br />

of 134% before taking ameliorative action. Profit margins<br />

are buoyed by the relatively low cost of labor in this chain.<br />

Wage costs are an average of 4.8% of revenue compared<br />

to 6.2% for those in the animal food supply chain. Wage<br />

costs have been eroded by the extensive use of machinery<br />

and large-scale manufacturing plants. Reasonably benign<br />

purchase prices over the past five to 10 years have fed<br />

directly into profit ratios, with minimal leakage into depreciable<br />

investment spending on newer machinery.<br />

The <strong>IBISWorld</strong> Industry Health Index scores for the<br />

industries in the food production segment average out at<br />

96 points, meaning the supply chain as a whole is in a<br />

slightly riskier position than the baseline measurement<br />

in 2005. The riskiest are the margarine and cooking oil<br />

processing industry (with a score of 70.7 points) and the<br />

flour milling industry (71.8 points). These two industries<br />

have very high purchase costs at 70.2% and 73% of revenue,<br />

respectively.<br />

More importantly, these purchases are concentrated<br />

in the three industries that have experienced the highest<br />

rise in agricultural prices. On average, wheat purchases<br />

account for around 30% of total revenue for a typical flour<br />

miller. Meanwhile, oilseed crops account for 35% of revenue<br />

in the margarine and cooking oil processing industry<br />

and corn accounts for another 10%, making the rise in<br />

agricultural prices a cause for concern.<br />

Some Companies Are Stronger Than Others<br />

With the purchase cost of agricultural goods high and rising,<br />

the average profit margins of industries in a number<br />

of supply chains are likely to be eroded. The best enterprises<br />

will weather the storm over the short term without<br />

threat of credit default or passing on price increases<br />

to consumers (and dissuading people from buying the<br />

good). Some weaker enterprises, especially those in industries<br />

susceptible to supply-chain price shocks, will suffer.<br />

Consequently, credit risk will increase.<br />

A number of key indicators have been determined and<br />

quantified in this article to help determine the robustness<br />

of an industry as it deals with price increases from suppliers.<br />

An industry’s life-cycle stage accounts for a number<br />

of industry fundamentals and will prove a solid guide to<br />

the industry’s long-term viability. In the short term, an industry’s<br />

purchase costs, the distribution or concentration<br />

of those costs, and the average profit margin are central<br />

to judging changes to the credit risk environment. This<br />

article established some benchmarks figures for 16 key<br />

industries.<br />

The third and final article in this series will focus on<br />

stress-test modeling. In this way, we can hypothesize further<br />

agricultural price rises (and falls) and other macroeconomic<br />

shocks that help pinpoint weaknesses along the<br />

agribusiness supply chain. v<br />

••<br />

Gavin Smith is a senior economic analyst at <strong>IBISWorld</strong> Inc., a Los Angeles-based<br />

industry intelligence firm. Contact him by e-mail at gavins@ibisworld.com.<br />

46<br />

October 2008 The RMA Journal

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