Expectation of complete normalization of economic activities driving rating upgrades
Acuité has undertaken a comprehensive analysis of the CRA industry rating migration data for FY22. Clearly, there is a very significant recovery in the [1]Credit Ratio (CR) of the industry to 2.83x in FY22 from 1.09x in FY21 and 0.91x in FY20 i.e. the pre-pandemic year respectively.
All CRAs | FY20 | FY21 | FY22 |
Upgrades | 2888 | 2276 | 3615 |
Downgrades | 3167 | 2096 | 1278 |
Credit Ratio | 0.91 | 1.09 | 2.83 |
Source: Prime-Acuité Rating Migration Database The number of upgrades have climbed up sharply by 58.8% in the previous year vis-à-vis FY21 while the downgrades have reduced by 39%. Further, as compared to the pre-pandemic FY20, upgrades have increased by 25.2% while downgrades have more than halved from those levels.
| FY18 | FY19 | FY20 | FY21 | FY22 |
CR | 1.87 | 1.64 | 0.91 | 1.09 | 2.83 |
MCR | 1.06 | 1.04 | 0.98 | 1.01 | 1.11 |
Source: Prime-Acuité Rating Migration Database
We have also looked at a longer time horizon since FY18 and analysed the movement of both Credit Ratio (CR) and [2]Modified Credit Ratio (MCR). While the volatility in the MCR is far less than the CR given the stability provided by addition of the reaffirmation cases, the trajectory in both the ratios reflect (i) initially, the slowdown in the economy since FY19 (ii) the prolonged Covid pandemic starting from the last quarter of FY20 which led to a severe economic disruption through lockdowns and a significant contraction in GDP in FY21 and (iii) the subsequent economic recovery that has been shaping up since Q2FY22. The downgrades during Q1FY21-QFY22 had taken into account the actual or expected deterioration in the liquidity position and a severe impact on the business position of the rated entities in the wake of the prolonged pandemic and the severe lockdowns across India.
[1]CR is the ratio of upgrades to downgrades in a given period, non-cooperative issuers excluded
[2] MCR is the ratio of upgrades and reaffirmations to downgrades and reaffirmationsThe sharp upsurge in the Credit Ratio in FY22 which is a record high over the last ten years can be explained by the following:
- A resilient corporate performance in FY21-FY22 in a significant part of the manufacturing sector including lower debt levels vis-à-vis the apprehensions in the early part of the pandemic
- With healthy progress in vaccination and gradually declining risks of future waves of the pandemic, private consumption demand is expected to revive from H1FY23 and the ratings have started to factor in such a scenario
- Significant number of monetary policy measures taken by RBI since the outbreak of Covid which has helped the corporate and the financial sector to meet their funding requirements and stabilise their liquidity position
- Various relief measures announced by the Government of India importantly, the Emergency Credit Line Guarantee Scheme (ECLGS) and its further extensions which enabled banks to disburse additional funds to borrowers facing a working capital crunch
- Buoyancy in the export sector since H2FY21 which have partly offset the weak demand in the domestic sector
![](https://www.acuite.in/images/CR_all%20CRA-FY20-22--23332.jpg)
The credit ratio across the various sectors highlights the following aspects:
- In all the major sectors, upgrades exceeded downgrades by a significant margin, reflecting the expectation of a strong economic recovery over the medium term. Some of the downgrades effected earlier due to the pandemic impact, have been subsequently reversed and this is also captured in the enhanced credit ratio.
- There is a distinct recovery in the core infrastructure sectors with the focus on higher infrastructure investments leading to higher demand scenario in steel, cement, and power.
- With the removal of lockdown restrictions, the road sector has also started to see a recovery both in terms of project completion and toll collection.
- There is also a significant revival in sectors such as auto, gems and jewellery and textiles with expectation of a pent up demand.
- Few sectors such as chemicals, pharma and fertilisers were not only resilient to the economic disruption caused by the Covid pandemic but their business and financial position have strengthened over the last one year
- The improving credit ratio in the financial sector reflects a significant moderation in concerns on asset quality deterioration with improving monthly collections in the retail has also and the MSME loan portfolios. The liquidity for most NBFCs has also seen a distinct improvement, given the monetary and the fiscal support measures.
- The travel and the hospitality sector had been severely impacted during the pandemic as observed from the particularly low credit ratio in FY21 but with the declining intensity of the pandemic and the associated lockdowns, the prospects of these contact intensive sectors have improved, reflecting in higher pace of upgrades from H2FY22.
- There also appears to be an uptick in the capital goods sector due to a gradual pickup in both public and private sector capital expenditure from FY22 as well as due to the buoyancy in exports.
Says Suman Chowdhury, Chief Analytical Officer, Acuité Ratings & Research, "The sharp and broad based improvement in the credit ratio in FY22 was not really surprising given the visible domestic economic recovery particularly after the disastrous second pandemic wave in Apr-May’22. With limited impact of the Omicron wave, the operating environment for the contact intensive sectors have also seen a healthy revival in Q4FY22. We expect the momentum of upgrades to continue in FY23 amidst government’s strong thrust on infrastructure segment, solid coverage on vaccination, moderate recovery in rural consumption and the full play out of pent-up demand. However, a moderation of the record high credit ratio is on the cards with the headwinds from the Russia-Ukraine crisis, the high crude oil prices and higher than expected inflationary pressures which are likely to have an impact on the operating margins in the corporate sector.”
Annexure
![](https://www.acuite.in/images/CR_all%20CRA-FY20-22--23355eee.jpg)
Source: Prime-Acuité Rating Migration Database
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)