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Applying an ESG lens to macroeconomic analysis—a starting place (Part 1)

17 August 2021

Frances Donald, Global Chief Economist & Head of Macro Strategy
 

ESG factors are playing an increasingly important role in the formulation of investment outlooks—applying a sustainability lens to every element of macroeconomic analysis is now, in our view, mission critical.

Key takeaways

  • Integrating ESG factors into macroeconomic analysis enables investors to understand how sustainability issues could influence the way financial markets respond to traditional economic developments and data points.
  • Efforts to mitigate the impact of climate change are already having a discernable impact on the global growth outlook in at least one fundamental way: how central banks assess transition risk, which will gradually inform their approach to monetary policy.
  • In our view, integrating ESG factors into macroeconomic analysis is more of a necessity than a choice, and failure to do so could risk getting investment calls wrong. 

Evolving the ESG conversation

Environmental, social, and governance (ESG) investing is often perceived as a bottom-up investment approach with a focus on selecting the right companies and attaining an acceptable ESG risk/return profile for the overall portfolio. It’s also closely associated with opportunities in key future infrastructure, technology, or initiatives that will accelerate the world’s transition to a cleaner, more sustainable, and equitable future. But in our view, there’s now a pressing need to evolve the conversation further and broaden the discourse to include debates on how best to incorporate ESG factors into macroeconomic analysis.

To be sure, this involves more than just adjusting, or for lack of a better word, tinkering, with long-term growth and inflation forecasts—that’s a given. It’s about viewing macro events through an ESG lens in a consistent manner, enabling investors to better understand how sustainability issues could tilt the way markets respond to traditional economic developments and data points. In our view, the future of macro investing is tied to the industry’s ability to devise ways to integrate ESG factors into macroeconomic analysis, or we run the very real risk of getting investment calls—tactical and strategic—wrong.  

A less-than-straightforward process

Applying an ESG lens to the macro outlook isn’t always straightforward. Naturally, there are quantifiable ways to integrate shifting narratives such as carbon taxes and government spending on green infrastructure that have already been announced into macroeconomic forecasts through modeling, but qualitative judgments are just as important—being able to calibrate global central banks’ evolving perspectives on how environmental and social risks could affect their mandate and the way they think about growth will likely produce a material difference to projected economic outcomes.

Crucially, the drive to incorporate ESG factors and macroeconomic analysis remains at a nascent stage of development—we’re closer to the beginning of the journey than the end, and as the relevant data, policies, and available technology become more sophisticated, so too will our ability to embed them into our outlook.

Within this context, we highlight three ways in which ESG factors are already altering our macro perspective and three macro themes that we’re increasingly viewing through an ESG lens. 

 

Climate change and the forecasting process
Climate change is altering the way we assess the global economy

 

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Source: Manulife Investment Management, July 1, 2021.

 

1   Impact of climate change differs from region to region

The Paris Agreement aims to limit global warming to 2˚C relative to preindustrial levels¹; as such, many economic forecasters, including us, have incorporated a 2˚ rise in global temperature by 2050 into our models.² This enables us to generate scenarios that incorporate different levels of carbon intensity and changes in global temperatures that ultimately feed into our economic forecast. Broadly speaking, such an exercise has enabled us to observe a nonlinear relationship between productivity and changes in global temperature. For example, we’ve learned that colder regions such as Europe and North America are likely to experience a boost in productivity, largely due to an expected rise in agricultural productivity and construction activity, while the reverse is likely to occur in warmer regions such as Latin America and Asia. 

2   Rise in frequency and severity of extreme weather events

A rise in the frequency and severity of extreme weather events can also lead to a slightly different set of challenges in the forecasting process that economists don’t typically come across: While we can measure expected gradual chronic changes in the weather, it’s much more difficult to capture extreme weather events such as typhoons, earthquakes, and droughts—events that can heighten market, credit, and liquidity risks and lead to potential supply chain disruptions as well as demand-side shock. These climate-related risks are also widely expected to drive immigration patterns and create stranded assets. In our view, the rise in the frequency and severity of weather events necessitates the application of a wider confidence band around base economic forecasts.

3   Transition risks

The transition to an environmentally sustainable future is also likely to introduce new forms of risks to our base-case outlooks, both positive and negative. For instance, a fall in clean energy prices—an outcome of technological advancements—could lead to a drop in demand for fossil fuels, a development that could affect the financial health of traditional energy companies as well as banks and insurers that have underwritten loans for these firms. From a macroeconomic perspective, such an event could have implications for productivity, capital expenditure, and the direction of investment flow, among others. Arguably, the wheels are already in motion: The cost of producing solar power and wind energy has been declining steadily, while breakthroughs in carbon capture and sequestration technology could herald important changes in the future.³ It’s also important to take into account transition risks associated with public policy changes—carbon taxes and carbon emission schemes come to mind. It’s worth noting that these policy decisions could have knock-on effects on growth and should be incorporated into macro analysis as well; for example, official income derived from these initiatives that flows back into the economy through wages and associated capital investment. Understandably, some transition risks will continue to fall into the known unknowns category—changes in private sector sentiment and consumer preferences or the unexpected emergence of disruptive business models that threaten long-held industry norms. What this means is that macro analysts will need to pay close attention to changes in sentiment and technology. Incidentally, the very nature of known unknowns implies that a larger confidence band around base-case forecasts, particularly those over a longer horizon, could be needed.

It’s important to note that the three areas that we’ve highlighted represent no more than a starting place—the list is long and will continue to grow. As the industry uncovers more sophisticated ways of capturing and measuring sustainability factors, we’ll all get better at incorporating issues such as coastal flooding, water scarcity, and migration into our analysis. 

 

1 The Paris Agreement, 2021.

2 The assumption that global temperature will rise by 2˚C by 2050 reflects the mitigation policies that have already been announced, but does not take into account additional mitigation policies.

3 “Renewable Power Generation Costs in 2020,” International Renewable Energy Agency, June 2021. 

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Manulife Singapore reserves the right, in its sole discretion, to change, modify, add to, or remove portions of these Terms at any time. We suggest that you check these Terms periodically for changes. Any changes, modifications, or additions to, or deletions from these Terms shall be notified to you by, and effective upon, posting on this website. You agree that such notification of changes shall be sufficient notice for the purpose of this clause. If you use this website after we post changes to the Terms, you are deemed to have accepted the Terms as changed. If you do not agree to be bound by the changes, you shall immediately cease all access and/or use of this website. Manulife Singapore expressly reserves the right to monitor any use of this website.


You agree:- (i) to comply with all the notices, guidelines, rules and instructions pertaining to the use of the website as issued by Manulife Singapore from time to time and/or made available at this website, including all specific terms and conditions governing use of specific aspects of the website set out in any additional terms and conditions; (ii) to abide by all applicable laws and regulations in your use of the website; (iii) not to impersonate any person or entity or to falsely state or otherwise misrepresent your affiliation with any person or entity; (iv) not to upload or distribute in any way files that contain viruses, corrupted files or any other similar software, programs, macros or files that may impair or damage the operation of another's computer or handset; and (v) not to post, promote or transmit through the website any unlawful, harassing, libellous, harmful, vulgar, obscene or otherwise objectionable material of any kind or nature.


The information provided on this website is intended solely for use by Singapore residents and is not intended for distribution to, or use by, any person or entity in the United States, or any jurisdiction or country where such distribution or use would be contrary to law or regulation, or which would subject Manulife Singapore (including its affiliates) (collectively hereafter "Manulife") or any of Manulife's products or services to any registration requirement within such jurisdiction or country. Nothing on this website shall be considered as a solicitation to buy or an offer to sell a security or service to any person. Manulife Singapore does not claim that any products or services referenced in this site are available in any particular jurisdiction or appropriate for any particular investor. If you choose to access this website from a location outside Singapore, you do so on your own initiative, and you are responsible for compliance with any applicable local laws. By proceeding you are representing and warranting that you are either resident in Singapore or the applicable laws and regulations of your jurisdiction allow you to access the information on this website.


Manulife Singapore may from time to time without giving any reason or prior notice, upgrade, modify, alter, suspend, discontinue the provision of or remove, whether in whole or in part, this website and shall not be liable if any such upgrade, modification, suspension or alteration to the website prevents you from accessing the website or any part or feature thereof. The information and/or any other material contained in the website may be modified, deleted or replaced from time to time and at any time in the absolute discretion of Manulife Singapore. Any changes, modifications, or additions to, or deletions from these Terms or Global Terms shall be effective upon posting on this website. If you access this website, including the country-specific sections, after changes are posted to the Terms or Global Terms, you further acknowledge the Terms or Global Terms as changed and agree to be bound by them.


You will indemnify Manulife and their officers, directors, employees and agents in respect of any third party claim for any injury, loss, damage or expense occasioned by or arising directly or indirectly from your use of this website or any information or content therein, and/or the use or supply of information to a third party provided in breach of any of your obligations under these Terms.

 

Limitation of Liability on System and Transmission over the Internet

Manulife, or any of their respective directors, officers, employees or agents shall not liable for any event of Force Majeure, any virus or other harmful component affecting the website or any server that operates it, any interception of data or communications in connection with the public nature of the internet, any problems or technical malfunction of any telephone network or lines, computer online systems, servers or providers, computer equipment, software failure of any email or entry to be received on account of technical problems or traffic congestion on the Internet, telephone lines or at any website, or any combination thereof, including any loss of opportunities or profit arising from any time delay, system disruption or interruption, transmission blackout, delayed transmission or any incorrect data transmission, or any injury or damage to the computer or other electronic devices or property of any person accessing their website or any other person related to or resulting from accessing the websites or downloading any materials from the website of Manulife Singapore or any third party.


Manulife, or any of their respective directors, officers, employees or agents shall not be liable for any and all losses, injury (including special, indirect and consequential losses), damages, rights, claims and actions of any kind resulting from accessing or downloading any materials from the website of Manulife Singapore or any third party, including without limitation, personal injuries, death and property damage.


Except as specifically set forth herein or where the law requires a different standard, we shall not be responsible for any loss, damage or injury or for any direct, indirect, special, incidental, exemplary, or consequential damages, including lost profits, arising from or related to the system, equipment, browser and/or the installation or maintenance thereof, access to or use of the website, failure of electronic or mechanical equipment, the internet, the system, or communication lines, telephone or other interconnect problems, bugs, errors, configuration problems or incompatibility of computer hardware, software, the internet, or the system, failure or unavailability of internet access, problems with internet service providers, problems or delays with intermediate computer or communications networks or facilities, problems with data transmission facilities or any other problems you experience due to causes beyond our control.

 

Intellectual Property

All copyrights, trademarks, logos, service marks, trade names, or other intellectual property displayed on, or used in conjunction with, this website are proprietary to Manulife, unless otherwise indicated. All intellectual property and proprietary rights in the content, including but not limited to text, software, code, scripts, webpages, music, sound, photographs, video, graphics, graphical user interface, forms, diagrams or other material contained in the website belong to Manulife or the applicable third party service provider unless otherwise indicated. Manulife reserves all rights with respect to intellectual property ownership of all material on this website, and will enforce such rights to the full extent permissible by law. The material accessible on or through this website is made available for personal browsing and printing purposes only. You may access material displayed on this website for your non-commercial use only provided that you also retain all copyright and other proprietary notices contained on the materials. Users of this website may not otherwise:

  1. copy, reproduce, modify, sell, republish, post, transmit, or distribute in any way material from this website without the express, written permission of Manulife; 
  2. use, copy, modify, or display any Manulife name, logo, text, or graphic image without Manulife's express, written permission;
  3. display any of the pages, text, images, or other content of this website using "framing" technology without Manulife's express written permission; 
  4. use or reproduce the pages, text, images, or other content from this website for any purpose other than browsing or printing for personal, non-commercial use only; 
  5. take any action to create an impression of affiliation, sponsorship, or endorsement between any user and/or website and Manulife; or 
  6. insert a hyperlink to this website (or any part thereof) on any other website or webpage or "mirror" any material contained on this website on any other server or establish and/or maintain, on any website or webpage, any in-links, frame-links and/or any other type of hyperlinks to this website or any part thereof.


The website may contain content posted, emailed or otherwise submitted by you and/or, in the case of the website, by other users of the website (“User Content”). Manulife Singapore has the right to access and examine any User Content and may in its absolute discretion move, remove or disable access to User Content or cause the same to be done. You grant Manulife Singapore a perpetual, irrevocable, royalty free licence to use, reproduce, modify, adapt, publish, translate, incorporate in other works, distribute and display any information posted, emailed or otherwise submitted by you, in whole or in part.

 

Computer Equipment, Browser Access and Internet Services

You are responsible for obtaining, installing, maintaining and operating all software, hardware or other equipment (collectively, “System”) necessary for you to access and use and access this website. This responsibility includes, without limitation, your utilising up to date web-browsers and the best commercially available encryption, antivirus, anti-spyware, and internet security software. You are additionally responsible for obtaining Internet services via the Internet service provider of your choice, for any and all fees imposed by such Internet service provider and any associated communications service provider charges. You acknowledge that there are certain security, corruption, transmission error, and access availability risks associated with using open networks such as the Internet and you hereby expressly assume such risks, including, but not limited to those we may disclose in our materials. You acknowledge that you are responsible for the data security of the Systems used to access this website, and for the transmission and receipt of information using such Systems. You acknowledge that you have requested access to the website for your convenience, have made your own independent assessment of the adequacy of the Internet and Systems and that you are satisfied with that assessment. Manulife Singapore is not responsible for any errors or problems that arise from the malfunction or failure of the Internet or your Systems nor are we responsible for notifying you of any upgrades, fixes, or enhancements to, or for providing technical or other support for your Systems. Although we may provide a link to a third party site where you may download software, we make no endorsement of any specific software, hardware or Internet Service Provider and your use of any such software, hardware or service may also be subject to the license or other agreements of that provider, in addition to these Terms of Use.

 

Hyperlinks

We do not recommend or endorse and accept no responsibility for the content of any website not operated by Manulife Singapore which you may visit by following a link from this website. You acknowledge and agree that Manulife Singapore is not responsible for the availability of such third-party sites or resources, and do not endorse, approve, investigate or verify, and are not responsible or liable for any content, advertising, products, or other materials on or available from such sites or resources. You further agree that Manulife Singapore shall not be responsible or liable, directly or indirectly, for any damage or loss caused or alleged to be caused by or in connection with use of or reliance on any such content, products or services available on such external sites or resources. These links are provided as a convenience and solely for informational purposes. Manulife Singapore is not making any recommendation to invest in, purchase, or sell any securities or other products or services issued by the companies with the linked sites, nor has Manulife Singapore sought to verify or confirm the information contained in the linked sites. Accordingly, Manulife Singapore disclaims any responsibility for the linked sites.


No other website, without the prior written permission of Manulife Singapore, is authorized to link to any part of this website.

 

Investments

The contents on this website are for information only and without consideration given to the specific investment objective, financial situation and particular needs of any particular person and Manulife does not make any representation that the securities, investment products or services referred to, discussed on, or accessible through, this website are suitable for any particular investor. You should consider whether the security, investment product or service in question is suitable for you and may wish to seek professional advice before making a commitment to invest in any such security, investment product or to engage such service.
 

The contents on this website is not and should not be construed as being an offer to sell or a solicitation of an offer to buy any security or investment product that may be referred to, discussed on, or accessible through this website. Nor does this website constitute an offering or recommendation by Manulife of any security, investment product, investment management service, or advisory service. Manulife does not provide and should not be construed as providing investment advice, tax advice, or legal advice through this website, and you agree that this website will not be used by you for such purposes. You acknowledge that any requests that may be made by you for information on any security, investment product or service are unsolicited, and the provision of any information through this website shall not constitute or be considered investment advice, or an offer to sell, or a solicitation of an offer to buy any security, investment product or service.


Any forecasts or opinions set out on this website are Manulife's own as at the date of the relevant document and may change without notice and should not be regarded as a guarantee or indication of future or likely performance of the subject matter in question. Whilst Manulife believes that the information provided on this website is correct at the date of production, no warranty or representation is given to this effect and Manulife expressly disclaims liability for errors or omissions in such information. No reliance may be placed for any purpose on the information and opinions provided on this website or the accuracy or completeness thereof and no responsibility can be accepted by Manulife to anyone for any action taken on the basis of such information or opinions.


An offer of units in any fund referenced in this website may only be made in or accompanied by a prospectus and/or relevant offering document(s) in respect of such offer. The information and materials set out in this website is not to be taken as a substitute for the prospectus and/or offering document(s) of the relevant fund, as applicable, and you are advised to read the relevant documents (which are available and may be obtained from Manulife Singapore or any of its authorised distributors]) before applying for units in any fund.


Investments in any fund are not deposits in, guaranteed or insured by Manulife. The value of units in any fund and the income accruing to the units, if any, may fall or rise. Past performance is not necessarily indicative of future performance. You should be aware that investment in any fund involves financial risk and you may not get back the principal amount invested. Depending on your currency of reference, factors including but not limited to currency fluctuations may adversely affect the value of your investments and the income accruing there from.
 

On this website:

  1. The short name and full name of the following funds are as follows: Asia Pacific Investment Grade Bond Fund = Manulife Asia Pacific Investment Grade Bond Fund; Global Asset Allocation – Growth Fund = Manulife Global Asset Allocation – Growth Fund; SGD Income Fund = Manulife SGD Income Fund; Singapore Bond Fund = Manulife Singapore Bond Fund; Singapore Equity Fund = Manulife Singapore Equity Fund.
  2. The following are sub-funds of Manulife Global Fund:
    Asia Dynamic Income Fund, Asia Pacific REIT Fund, Asia Total Return Fund, Asian High Yield Fund, Asian Short Duration Bond Fund, Asian Small Cap Equity Fund, China Total Return Bond Fund, China Value Fund, Dragon Growth Fund, Global Climate Action Fund, Global Equity Fund, Global Multi-Asset Diversified Income Fund, Global REIT Fund, Healthcare Fund, India Equity Fund, Preferred Securities Income Fund, Sustainable Asia Bond Fund, Sustainable Asia Equity Fund, U.S. Bond Fund, U.S. Equity Fund, U.S. Special Opportunities Fund.
  3. The following are sub-funds of Manulife Funds:
    Asia Pacific Investment Grade Bond Fund, Global Asset Allocation – Growth Fund, SGD Income Fund, Singapore Bond Fund, Singapore Equity Fund.

 

Use of Email

The security of electronic mail sent through the Internet is not guaranteed. Do not send sensitive or confidential information to us via electronic mail. Delivery, and timely delivery, of electronic mail is also not guaranteed. Manulife therefore recommends that you do not send time-sensitive or action-oriented messages to us via electronic mail. Manulife may not, and is not obliged to, process your requests, orders, or instructions until Manulife can confirm your instructions or obtain appropriate written documentation where it deems necessary.


Manulife shall not be under any obligation whatsoever, express or implied, to reply to unsolicited correspondence, communications or email or to acknowledge receipt of the same.

 

Privacy and Data Protection

Your privacy is very important to Manulife. To the extent any information you provide or which we obtain from this website constitutes personal data, we have set procedures for the use of that information.


You agree that all information and/or particulars sent or submitted by you through the website is non-confidential and non-proprietary unless otherwise expressly indicated by you. You acknowledge that Manulife, its directors, officers, employees, contractors and agents shall not be subject to any confidentiality obligations in respect of any such information and/or particulars and you agree that Manulife, its directors, officers, employees, contractors and agents may, and you hereby authorise each of them to, use and to disclose such information to any person (including without limitation any third party service provider) in connection with Manulife's internal business purposes.


Without prejudice to the generality of the foregoing, you consent to the processing by Manulife of the personal data submitted by you through the website and/or created in the course of the business relationship with Manulife, and to the transmission of such personal data to other companies within the Manulife (by the internet or otherwise) for purposes connected with marketing and customer administration. If you do not wish your information to be used in this way, you should advise Manulife in writing.


If you have any questions on our data protection policies and practices, please write to us at our corporate address:

The Data Protection Officer
Manulife Investment Management (Singapore) Pte. Ltd.
8 Cross Street
#16-01 Manulife Tower
Singapore 048424

 

Disclaimers

Manulife does not warrant this website for any particular purpose. It is provided "as is" and on an "as available" basis. Manulife disclaims, to the fullest extent of the law, any warranty of any kind, whether statutory, express or implied, as to any information, materials, content or matter provided at or through this website or otherwise relating to this website, including without limitation the implied warranties of merchantability, fitness for a particular purpose, non-infringement of third party rights, or freedom from computer virus or other malicious destruction or corrupting code, agent, program or macros. Use of this website is at your own risk.


Manulife and its directors, officers, or employees will not be liable or have any responsibility of any kind for any loss or damage that you incur arising from or in connection with:

  1. any delay, termination, failure, defect, or interruption in the transmission of this website; 
  2. any inaccuracy, error, unavailability, or incompleteness in the transmission of this website; 
  3. any termination or interruption of your access to this website; 
  4. your reliance on or use of this website; 
  5. any e-mail requests, orders, or instructions you send, or the interception by third parties of any requests, orders, or instructions you send via e-mail; 
  6. any act or omission of Manulife in making this website available to you; or 
  7. any other cause relating to your access to or use of this website, whether or not the circumstances giving rise to such cause may have been within the control of Manulife or within the control of any other party providing software or services support for this website.


Manulife does not warrant that this website, or the functions contained in this website, will be uninterrupted or error-free, that defects will be corrected, or that this website, or the servers that make it available, are free from viruses or other harmful components. You assume the entire cost of any necessary servicing, repairing, or correcting of your property or operations as a result of using this website. You accept at your own risk that the Internet or other online communications medium may not perform as intended as a result of human, mechanical, or other error, despite the efforts of Manulife, you, or any third party. 

In no event will Manulife or its directors, officers, or employees be liable to you for any direct, indirect, special, consequential, or incidental damages related in any way to your use of this website, even if: (a) such damages are reasonably foreseeable; or (b) Manulife or any other party has been advised of the possibility of such damages.

 

Records

You acknowledge and agree that Manulife Singapore's records and any records of communications, transactions, instructions or operations relating to the operation of the website and any record of any communications, transactions, instructions or operations maintained by Manulife Singapore or by any relevant person authorised by Manulife Singapore relating to or connected with the website shall be binding on you for all purposes whatsoever and shall be conclusive evidence of such communications, transactions, instructions or operations. You agree that such records are admissible in evidence and that you shall not challenge or dispute the admissibility, reliability, accuracy or the authenticity of the contents of such records merely on the basis that such records were in electronic form or were produced by or are the output of a computer system, and hereby waive any of your rights (if any) to so object.

 

Governing Law

These Terms shall be subject to, governed by, and construed in accordance with the laws of Singapore, and you hereby submit to the non-exclusive jurisdiction of the Singapore Courts.

 

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