Credit data: US retail woes are not universal
Default probabilities paint a mixed picture of the decline of American shops
As articles about the parlous state of US retailing piled up this year, a schism emerged: should it be described as an apocalypse or merely a meltdown?
Broadly, the facts are clear: under pressure from Amazon and other online retailers, bricks-and-mortar retailers are closing shops and slipping down the credit spectrum. In June, a report from Moody’s Investors Service revealed 22 retailers were sitting on the bottom rung of the agency’s rating scale – up from 19 at the start of the year – and predicted the number of distressed firms would continue growing.
Banks’ estimates of probability of default (PD) agree with aspects of this. During 2017, PDs have risen for six different US retail segments. But the decline in credit quality is worse for some than others, and plenty of individual credits are bucking the general trend – a chart of credit migrations during 2017 shows a mix of both downgrades and upgrades. The former outweigh the latter, but it’s not overwhelming: some retailers are finding ways to succeed.
This month’s article also shows the distribution of credit risks across Latin America, a region that is currently attracting a lot of interest from lenders. And we review some of the global sectors that are showing the largest improvements in credit risk over the past 12 months.
Global credit industry trends
Figure 1 shows industry migration trends for the most recent published data.
Figure 1 shows:
- Global corporate downgrades have dropped back after last month’s surge, with upgrades slightly outnumbering downgrades. Reversals of this sort have been a feature of the past few months.
- In industries where downgrades still outnumber upgrades, the imbalance has generally reduced.
- Basic materials and utilities have both moved in favour of upgrades.
- Downgrades still outnumber upgrades in consumer goods and health, but the imbalance has reduced.
- Technology and oil and gas are now balanced; previously they were heavily skewed towards downgrades.
- Industrials remain in balance.
US retail: credit risk trends
The past year has been very difficult for some of the largest conventional retailers in the US. The growth of online merchandising has been a threat for years, but many mainstream companies are only now being forced out. Figure 2 shows the 2017 trends in credit risk across the main US retail subsectors. (Note that the y-axis is inverted.)
Figure 2 shows:
- Credit risk for food and drug retailers shows the shallowest decline.
- Specialised and specialty retailers show a similar moderate decline.
- Apparel retailers were the highest risk at the start of 2017 by a considerable margin, but broadline retailers – high-volume, budget outlets – have now overtaken them.
US retail: credit migrations
The trend graphs show major differences between the sub-sectors in the retail industry. Although the overall impression is one of decline, in practice the picture is more complex. Figure 3 shows the 2017 pattern of migrations across the credit spectrum.
Figure 3 shows:
- The pattern of downgrades and upgrades is approximately symmetric.
- The migration from a to bbb outweighs the upgrades in the opposite direction.
- Migrations between investment grade (bbb) and non-investment grade (bb) are in balance, although a significant number of bbb retailers have migrated two categories down to b.
- The volume of migrations from b to c outweighs those in the opposite direction.
Credit risk in Latin America
Lenders are showing growing interest in credit benchmarks for Latin America; this partly reflects a rebalancing of new business portfolios away from the Middle East and Africa. GDP expansion across the region has been subdued; recent data reported by The Economist shows a range from 2.7% in Argentina to –8.8% in Venezuela. Figure 4 shows the current distribution of corporate credit risks for three of the largest Latin American economies.
Figure 4 shows:
- In Argentina, the majority of corporates are in the bb category. It is the fastest growing economy in the region after emerging from default. It expects to rely on new debt to finance this recovery.
- Brazilian corporates are mainly bbb. While this is typical of a diverse and relatively robust economy, there are very few obligors in the a and aa categories; suggesting that overall Brazilian corporate credit risk is relatively vulnerable to economic shocks. The economy is expected to show just +0.7% growth for 2017.
- In Mexico, the majority of obligors are in the a or bbb categories, with a small percentage in the aa/aaa categories. The fate of the North American Free Trade Association may have a significant impact on this distribution over the next few years. Mexican trade patterns are already beginning to change, with more competition from other Latin American economies.
Global corporate trends: improving sectors
Credit trends provide an additional macro-indicator. But changes in credit risk can be incremental and piecemeal, so it is worth tracking broad groups of obligors across a range of sectors to identify strong trends and turning points. Figure 5 shows three global sectors with steady improvements in credit risk.
Figure 5 shows:
- Non-ferrous metals reflect the 2017 improvement in copper and brass prices. Average credit risk for this sample of 16 companies is now close to being upgraded to bb–.
- Airlines have steadily improved over 2017, benefiting from the lower oil price. The average credit risk for this sample of 54 companies has moved from b+ to bb–.
- Semiconductors show the most dramatic trend. From bb– a year ago, they have traversed bb and are currently bb+. If current trends continue, average risk for the sector could soon reach investment grade.
About this data
The Credit Benchmark dataset is based on internally modelled credit ratings from a pool of contributor banks. These are mapped into a standardised 21-bucket ratings scale, so downgrades and upgrades can be tracked on a monthly basis. Obligors are only included where ratings have been contributed by at least three different banks, yielding a total dataset of roughly 13,000 names, which is growing by 5% per month.
David Carruthers is the head of research at Credit Benchmark, a credit risk data provider.
コンテンツを印刷またはコピーできるのは、有料の購読契約を結んでいるユーザー、または法人購読契約の一員であるユーザーのみです。
これらのオプションやその他の購読特典を利用するには、info@risk.net にお問い合わせいただくか、こちらの購読オプションをご覧ください: http://subscriptions.risk.net/subscribe
現在、このコンテンツを印刷することはできません。詳しくはinfo@risk.netまでお問い合わせください。
現在、このコンテンツをコピーすることはできません。詳しくはinfo@risk.netまでお問い合わせください。
Copyright インフォプロ・デジタル・リミテッド.無断複写・転載を禁じます。
当社の利用規約、https://www.infopro-digital.com/terms-and-conditions/subscriptions/(ポイント2.4)に記載されているように、印刷は1部のみです。
追加の権利を購入したい場合は、info@risk.netまで電子メールでご連絡ください。
Copyright インフォプロ・デジタル・リミテッド.無断複写・転載を禁じます。
このコンテンツは、当社の記事ツールを使用して共有することができます。当社の利用規約、https://www.infopro-digital.com/terms-and-conditions/subscriptions/(第2.4項)に概説されているように、認定ユーザーは、個人的な使用のために資料のコピーを1部のみ作成することができます。また、2.5項の制限にも従わなければなりません。
追加権利の購入をご希望の場合は、info@risk.netまで電子メールでご連絡ください。
詳細はこちら コメント
地政学的リスクがどのようにシステム的なストレステストへと変化したのか
資源をめぐる争いは、時折発生するリスクプレミアムを超えた形で市場を再構築しています。
オペリスクデータ:FIS、ワールドペイとのシナジー効果の失敗の代償を支払うことに
また:ORXニュースによるデータで、リバティ・ミューチュアル、年齢差別訴訟で過去最高額を支払う;ネイションワイド、不正防止対策の不備。
東京の豊富なデータが市場への影響について明らかにすること
新たな研究により、定量金融において最も直感に反する概念の一つが普遍的であることが確認されました。
資金調達コストの配分:集中型 vs 分散型
サチン・ラナデ氏は、特に担保付融資において、集中化は資本効率と自己資本利益率(ROE)の向上に寄与し得ると述べています。
Collateral velocity is disappearing behind a digital curtain
Dealers may welcome digital-era rewiring to free up collateral movement, but tokenisation will obscure metrics
クリプトにおいて、本当にすべての取引がT+0である必要があるのか?
即時決済には固有のリスクが伴いますが、必ずしもデフォルト設定である必要はありません、とBridgePortのソリアーノ氏は記しています。
10月の暴落は、仮想通貨が成熟期を迎えたことを示している
LMAXグループのジェナ・ライト氏は、190億ドルの清算事象を吸収できる能力が市場の成熟における転換点であると述べています。
責任あるAIは、原則と同様に利益についても考慮すべき
ある企業が、ガバナンスを損なうことなく、融資処理時間を短縮し、不正検知を改善した方法