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Retail and Organization Practices The diversity imperative in retail Consumers are expecting more from brands than ever before, and the cost is high for retailers that don t take action on racial equity, diversity, and inclusion. by Tiffany Burns, Diana Ellsworth, Emily Field, and Tyler Harris January 2021 Lara Belova/Getty Images The time has come Today s crises, like the deaths that fuel the calls for racial equity, are not new; however, the responses to the crises are unprecedented. People in McKinsey , consumers are more diverse , consumer is more diverse , diversity is a matter , percent of us consumers , responses to the crises , diversity , lara belova , getty images , getty images the time , diversity imperative in retail , racial discrimination , diversity imperative , percent , racial , di 31-Jan-2021 auto-generated

iBoxx SGD Monthly Commentary December 2020 Rebalance Three new bonds entered the index at the December rebalance, inserting just over S$ 3.5 billion of new no- tional. Two bonds with less than 1 year of expected remain- ing life were removed from the index. The largest re- moval was a S$ 900 million Housing and Develop- ment Board bond. Please refer to the bottom left table for rating changes observed at the December rebalance. IBOXX SGD Overall Dec 2020 Insertions Issue Rating Notional (MM) SI IHS Markit , bonds in the iboxx , sgd overall and iboxx , iboxx sgd monthly commentary , iboxx sgd , ihs markit , sgd aaa iboxx sgd , sgd monthly commentary december , iboxx sgd monthly , sgd monthly commentary , iboxx sgd government index , iboxx sgd non-sovereigns index , iboxx sgd aaa iboxx , bonds iboxx sg 31-Jan-2021 auto-generated

Report highlights An introduction to MiFID II The implementation of the second Markets in Financial Instruments Directive (MiFID II) in January 2018 means that firms will have to spend much of next year readying themselves for the new regulatory landscape. While there has been much discussion around what firms need to do to comply with the impending regulations, so far there has been little tangible information around the expected costs of complying with MiFID II. Both Investment Banks and Asset IHS Markit , asset management investment banking , asset managers , asset management investment , spend asset management usd , investment banks , asset management , management investment banking buy , usd investment banking tier , technology asset management investment , mifid , management investment banking , 31-Jan-2021 auto-generated

30,000-foot view of US equity markets December 2020 Research Signals The Dow Jones Industrial Average closed above 30,000 for the first time on 24 November 2020. For the month, the benchmark also recorded its best return in 33 years. We present an overview of noteworthy developments in US equity markets during this historic month. The recent rotation to value and small cap stocks was underscored by the highest monthly return for the iShares Russell 1000 Value ETF and iShares Russell 2000 ETF sin IHS Markit , technology and into energy , markit owns all ihs , dow jones industrial average , jones industrial average closed , ihs markit , ihs markit ishares russell , dow jones industrial , jones industrial average , ihs markit technology select , ihs markit figure , ihs markit etf analytics , ihs markit c 31-Jan-2021 auto-generated

Enhanced Ownership Data: Overview Access global, cross-asset holdings information thoroughly captured, managed, and integrated, and efficiently delivered Combining numerous market sources, public filings, and our own content, our ownership data is potentially the most comprehensive and accurate in the industry. For example, we ensure 13-F filings data with multiple money management divisions that file one 13F for all are appropriately broken out to express true asset breakdown for each individua IHS Markit , efficiently delivered combining numerous , delivered combining numerous market , combining numerous market sources , efficiently delivered combining , delivered combining numerous , combining numerous market , enhanced ownership data , ownership data , data accuracy ownership data , enhanced owner 31-Jan-2021 auto-generated

Equity Investment Strategy: Can shipping data predict financial performance? Maritime & Trade Data from IHS Markit Firms looking for an edge in trading strategies are turning toward the use of valuable alternative data sources. Maritime shipping data has been popular across the spectrum from live vessel tracking to bill of lading information, outlining US import and export volumes for commodity groups. In a recent research paper, the IHS Markit in-house quant team have leveraged U.S. waterborne IHS Markit , jan , equity investment strategy , consensus sales est ntm , ihs markit firms , consensus sales est , equity investment , sales , consensus sales , sales est ntm current , sales est ntm , investment strategy , sales consensus sales , import teus , sales consensus sales estimates , ihs markit , shi 31-Jan-2021 auto-generated

IHS Markit Point in Time Ownership A quantitative Ownership product to empower data-driven investing Point in Time Ownership data is a daily historical view of our traditional best- of-breed Ownership dataset enabling the backtesting of institutional and fund owned security positions, flow of funds and activity to power predictive models and signal identification. This new data set is focused on the use cases serving quantitative based portfolio managers and data scientists. We offer an unadulte IHS Markit , empower data-driven investing point , fund owned security positions , point in time , of-breed ownership dataset enabling , owned security positions , point in time ownership , empower data-driven investing , americas emea apac global , data-driven investing point , investing point in time , marki 31-Jan-2021 auto-generated

SPACs 2.0 Pandemic driven craze or lasting change for private companies? One of the areas of the financial markets that has benefited from the pandemic is special purpose acquisition companies (SPACs), a type of blank cheque company designed to take companies public without going through the traditional IPO process. Historically, SPACS have been considered a relativity niche pathway to the public markets, often seen as a mechanism to extract fees from adding structure to a reverse merger of com IHS Markit , ipo or a direct , times as many spacs , capital through an ipo , listing of a spac , spacs came to market , spacs in the market , capital to the spac , spac for the investors , sponsors of the spac , markit owns all ihs , ihs markit , spac , ipo ihs markit , spacs , spac ipo , ipo , ihs , markit , 31-Jan-2021 auto-generated

FINANCIAL SERVICES The future of portfolio management Ed Chidsey of IHS Markit considers the power of alternative data like I ntegrating alternative data into the investment process is the future of portfolio management, yet the practice of identifying valu- able, non-traditional datasets is age old. Some call it fundamental anal- ysis, interviewing customers about a company s product. Others call it plain smarts , like using satel- lite imagery to measure crop yields or revenue at the mall. For IHS Markit , future of portfolio management , data , alternative data , alternative , future of portfolio , portfolio management , ihs markit , chidsey ihs markit , portfolio management ed chidsey , services awards winners report , greenwich associates , practice of identifying valu , markit , financial servic 31-Jan-2021 auto-generated

Stocks injected with a shot of hope November 2020 Research Signals Encouraging vaccine news boosted equity markets worldwide, with many major regional indexes notching solid double-digit monthly gains. As investors looked beyond the virus on hopes of life returning to normal in the coming year, coupled with reduced uncertainty with the US election in the rear-view mirror, high risk and beaten-down value stocks that would benefit from economic growth outperformed (Table 1). Optimism for the econo IHS Markit , factors among us large , asset value to price , markit owns all ihs , price momentum price momentum , momentum price momentum price , momentum price momentum liquidity , momentum price momentum , price momentum earnings momentum , price momentum price , earnings momentum price momentum , size pric 31-Jan-2021 auto-generated

FACT SHEET: LIST OF AGENCY ACTIONS FOR REVIEW Actions Address the COVID-19 Pandemic, Provide Economic Relief, Tackle Climate Change, and Advance Racial Equity This is a non-exclusive list of agency actions that heads of the relevant agencies will review in accordance with the Executive Order: Protecting Public Health and the Environment and Restoring Science to Tackle the Climate Crisis. Additional agency actions also will be reviewed to determine consistency with Section 1 of the Executive Orde IHS Markit , health and the environment , tackle climate change , provide economic relief , advance racial equity , fed , reg , tackle the climate crisis , energy conservation program , energy conservation standards , endangered and threatened wildlife , threatened wildlife and plants , revised energy conserva 31-Jan-2021 auto-generated

Does Proxy Voting Affect the Supply and/or Demand for Securities Lending? Reena Aggarwal McDonough School of Business, Georgetown University aggarwal@georgetown.edu Jason Sturgess McDonough School of Business, Georgetown University jds224@georgetown.edu Pedro A. C. Saffi IESE Business School PSaffi@iese.edu October 2010 Abstract We use a comprehensive proprietary data set consisting of shares available to lend (supply), shares borrowed (demand), and loan fee to study the securities lending marke IHS Markit , increase around the record , supply is also low , firms with better governance , ownership and other firm , shares available to vote , increase before the record , firms with better corporate , ownership in a firm , votes associated with merger , increase in the utilization , vote is that sharehol 31-Jan-2021 auto-generated

After the storm: Private equity after COVID-19 Table of Contents 16 Part 3: Transparency in private markets 19 Conclusion 03 Methodology 04 Foreword + Key findings 06 Part 1: Moment of truth Box-out: Fundraising outlook 12 Part 2: Technology uptake Box-out: Environmental, social and governance issues 2 After the storm: Private equity after COVID-19 Methodology In the third quarter of 2020, Mergermarket surveyed 30 senior executives from private equity firms. All respondents had AUM of US$500m- U IHS Markit , risk in their portfolio , private equity , portfolio companies , chart , esg , respondents , private , portfolio , companies , esg performance , equity , managing esg data , esg data , data , storm , firms , us-based private equity firm , transparency , asset classes , private equity firms , asset 31-Jan-2021 auto-generated

ETF MARKET OVERVIEW - UPDATE AS OF 31 DECEMBER 2020 Top 10 Fund Inflows ISIN Name 3M Flow in $m AUM in $m 3M AUM Growth % US9229087690 Vanguard Total Stock Market ETF 14 603 201 885 US9219097683 Vanguard Total International Stock Index US4642876555 iShares Russell 2000 ETF US9219378356 Vanguard Total Bond Market ETF US00214Q1040 ARK Innovation ETF US46434G1031 iShares Core MSCI Emerging Markets ETF US92203J4076 Vanguard Total International Bond Index Fund US4642872265 iShares Core U.S. Aggregate IHS Markit , year treasury bond etf , vanguard total international stock , vanguard total stock market , vanguard total international bond , vanguard total bond market , short treasury bond etf , total stock market etf , core equity market etf , fixed income state street , total bond market etf , sector spdr f 31-Jan-2021 auto-generated

Research Signals Specialty Model Summaries This document provides an overview of our industry specific and unique cross-sectional factors and models. We have included links to our research papers in this document. Confidential | Copyright 2016 IHS Markit Ltd Research Signals Specialty Model Summaries Table of Contents This document provides an overview of our industry specific and unique cross- sectional factors and models. We have included links to our research papers in this document. 1 Airli IHS Markit , momentum and value factors , factor has an average , period is between jan , factors and the performance , period is from jan , model and the performance , factors and as signals , europe and us models , models o over full , research signals specialty model , signals specialty model summaries , si 31-Jan-2021 auto-generated

Connecting Digital Economies: Policy Recommendations for Cross-Border Payments I N S I G H T R E P O R T J U N E 2 0 2 0 3 4 6 8 9 10 11 11 14 15 16 20 21 22 22 23 25 26 26 29 30 31 Contents Foreword Executive summary Introduction 1 Barriers to supplying payment services 1.1 Domestic infrastructure/processing requirements 1.2 Forced data localization 1.3 Licensing and equity requirements for foreign firms 1.4 Recommendations: Best practices, initiatives and next steps 2 Standards and interoperab WEF , agreement between the mas , agreements with its regulatory , authority and the monetary , countries and other markets , requirements known as data , infrastructure have an economic , innovation of the depa , localization in the financial , standard such as iso , innovation in the electronic , comm 1-Feb-2021 auto-generated

ReDesigning Development Finance Initiative A joint initiative of the World Economic Forum and the OECD Blended Finance Vol. 1: A Primer for Development Finance and Philanthropic Funders An overview of the strategic use of development finance and philanthropic funds to mobilize private capital for development September 2015 Contents Acknowledgements 3 Preface 4 Executive Summary 6 Financing an Ambitious Sustainable Development Agenda 8 Blended Finance: An Opportunity to Unlock Wider Actors and Re WEF , funding during the preparing , risk being very high , barriers over the investment , projects in the preparing , high in these markets , forum and the oecd , development and la francophonie , capital in the global , capital available in global , initiative of the world , mechanisms in the facilita 1-Feb-2021 auto-generated

Diversity, Equity and Inclusion 4.0 A toolkit for leaders to accelerate social progress in the future of work June 2020 2 Preface The start of the decade has seen a convergence of three major trends: the accelerated use of Fourth Industrial Revolution technologies in the midst of the pandemic, job market disruptions to both remote work and work requiring physical presence, and a wide-ranging call for greater inclusivity, equity and social justice. Now more than ever, in the midst of such sweepin WEF , experiences of their employees , leaders of the organization , business and other leaders , inclusion in the workplace , forum s new economy , economy of the future , inclusion across the organization , equity and inclusion , inclusion , diversity , world economic forum , equity , accelerate socia 1-Feb-2021 auto-generated

Alternative Investments 2020 The Future of Capital for Entrepreneurs and SMEs February 2016 World Economic Forum 2015 All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and recording, or by any information storage and retrieval system. B Alternative Investments 2020: The Future of Capital for Entrepreneurs and SMEs Contents Executive summary 1 Executive summary 2 1. Introduction 3 1.1. Background 3 1.2. Scope 6 2. WEF , number of vc firms , funds in the credit , crowdfunding is a real , banks and pe firms , lending for uk companies , alternatives by many institutional , bank and other loans , investors in vc firms , growth of the capital , investor in such loans , report in the alternative , capital as an industr 2-Feb-2021 auto-generated

Macro indicators and sector exposures March 2021 Research Signals A year ago 16 March, US equity markets had one of the worst single-day sell-offs on record, with major indexes recording double-digit declines, as stocks headed to the 23 March pandemic low. Since that time, markets have risen dramatically, supported by near-zero interest rates and the expansion of the Federal Reserve s balance sheet coupled with two rounds of federal stimulus payments, with fresh highs continuing to be recorded a IHS Markit , exposures are to sectors , markit owns all ihs , ihs markit , select sector spdr fund , ihs markit energy technology , ihs markit energy select , ihs markit figure , energy select sector spdr , technology select sector spdr , ihs markit ishares russell , ihs markit sector exposures , ihs markit et 21-Apr-2021 auto-generated

Investment Stewardship Investment Stewardship 2020 Semiannual Report December 31, 2020 2020 Annual Report An introduction from our chairman and CEO A letter to our fund shareholders Our four principles Our program Investment Stewardship at a glance Regional roundup Engagement case studies Pandemic Climate risk Diversity Executive compensation Human rights Key votes Proxy voting history Company engagements 1 2 3 4 5 6 10 11 14 20 22 25 26 35 36 An introduction from our chairman and CEO Tim Buckle IHS Markit , united under the siemens , risks from becoming governance , management as some industries , company s new strategy , resources to our international , change placed the company , funds did not support , risks associated with duke , support and any concerns , changes to the executive , engagements w 21-Apr-2021 auto-generated

The future of financial infrastructure An ambitious look at how blockchain can reshape financial services An Industry Project of the Financial Services Community | Prepared in collaboration with Deloitte Part of the Future of Financial Services Series August 2016 Foreword Consistent with the World Economic Forum s mission of applying a multistakeholder approach to address issues of global impact, creating this report involved extensive outreach and dialogue with the Financial Services Community, WEF , fis and other market , data on the ledger , country b and local , information on the ledger , implications for the cost , team the the future , information used by insurers , benefits examples of dlt , role is to provide , equity if a capital , process by which importers , network that allow finan 5-May-2021 auto-generated