Open Access. Powered by Scholars. Published by Universities.®
- Institution
-
- Singapore Management University (1293)
- Brigham Young University (429)
- Walden University (361)
- Yale University (360)
- De La Salle University (305)
-
- Chulalongkorn University (274)
- University of Nebraska - Lincoln (270)
- Southern University and A&M College (257)
- Butler University (207)
- Morehead State University (182)
- Old Dominion University (171)
- University of Arkansas, Fayetteville (170)
- Marquette University (139)
- Universitas Indonesia (139)
- Bryant University (132)
- Air Force Institute of Technology (131)
- University of Malaya (130)
- Claremont Colleges (126)
- Utah State University (115)
- Western Kentucky University (114)
- MMU Press (113)
- Pepperdine University (112)
- Edith Cowan University (110)
- Illinois State University (110)
- Central Bank of Nigeria (102)
- Sacred Heart University (92)
- University of Richmond (85)
- City University of New York (CUNY) (84)
- University of South Florida (78)
- American University in Cairo (72)
- Keyword
-
- Finance (373)
- Campus budget (236)
- Operating budget (236)
- Banking (112)
- West Virginia (107)
-
- Corporate governance (98)
- SIEC Historical Documents (81)
- Financial literacy (80)
- Global Financial Crisis (80)
- Investment (77)
- Liquidity (75)
- Economics (72)
- Hedge funds (70)
- Small business (68)
- Accounting (65)
- Innovation (65)
- Cryptocurrency (63)
- Entrepreneurship (62)
- Volatility (62)
- COVID-19 (57)
- Risk management (57)
- China (56)
- Financial crisis (56)
- Risk (55)
- Blockchain (53)
- Performance (51)
- Social sciences (51)
- Sustainability (50)
- Bitcoin (49)
- Business (49)
- Publication Year
- Publication
-
- Research Collection Lee Kong Chian School Of Business (700)
- Faculty Publications (359)
- Journal of Financial Crises (353)
- Walden Dissertations and Doctoral Studies (345)
- DLSU Business & Economics Review (298)
-
- Chulalongkorn University Theses and Dissertations (Chula ETD) (274)
- All Southern University System Budgets (241)
- Theses and Dissertations (188)
- Journal of Actuarial Practice (1993–2006) (176)
- All Chapters (163)
- Arthur Kilgore Mine Scrip Collection (152)
- Journal of Microfinance / ESR Review (141)
- Finance Faculty Publications (137)
- Finance Faculty Research and Publications (124)
- CMC Senior Theses (122)
- Dissertations and Theses Collection (Open Access) (113)
- International Journal of Management, Finance and Accounting (113)
- Finance Undergraduate Honors Theses (99)
- Honors Theses (93)
- Research Collection School Of Computing and Information Systems (93)
- Student Works (2000-2009) (90)
- International Journal for Business Education (83)
- Bullion (78)
- Research Collection School Of Accountancy (78)
- Theses and Dissertations in Business Administration (70)
- Knowledge@SMU (65)
- Archway Investment Fund (55)
- USF Tampa Graduate Theses and Dissertations (55)
- Business Review (53)
- Honors Projects in Finance (51)
- Publication Type
Articles 3691 - 3720 of 9484
Full-Text Articles in Business
Text Sophistication And Sophisticated Investors, Juha Joenvaara, Jari Karppinen, Song Wee Melvyn Teo, Cristian Ioan Tiu
Text Sophistication And Sophisticated Investors, Juha Joenvaara, Jari Karppinen, Song Wee Melvyn Teo, Cristian Ioan Tiu
Research Collection Lee Kong Chian School Of Business
We show that two novel measures of text sophistication, applied to hedge fund strategy descriptions, encapsulate incremental information about funds. Consistent with the linguistics literature, hedge funds with lexically diverse strategy descriptions outperform, eschew tail risk, and encounter fewer regulatory problems. In line with the literature, hedge funds with syntactically complex strategy descriptions report more regulatory violations and trigger more severe infractions. Fund investors recognize the dichotomy and direct flows accordingly, but not enough to erode away the alphas of lexically diverse funds. Our findings suggest that text sophistication measures provide texture on the cognitive ability and trustworthiness of sophisticated …
Swaption Portfolio Risk Management: Optimal Model Selection In Different Interest Rate Regimes, Poh Ling Neo, Chyng Wen Tee
Swaption Portfolio Risk Management: Optimal Model Selection In Different Interest Rate Regimes, Poh Ling Neo, Chyng Wen Tee
Research Collection Lee Kong Chian School Of Business
We formulate a risk-based swaption portfolio management framework for profit-and-loss (P&L) explanation. We analyze the implication of using the right volatility backbone in the pricing model from a hedging perspective, and demonstrate the importance of incorporating stability and robustness measure as part of the calibration process for optimal model selection. We also derive a displaced-diffusion stochastic volatility (DDSV) model with a closed-form analytical expression to handle negative interest rates. Finally, we show that our framework is able to identify the optimal pricing model, which leads to superior P&L explanation and hedging performance.
The Impact Of Post-Trade Transparency On Price Efficiency And Price Discovery: Evidence From The Taiwan Stock Exchange, Chiou-Fa Lin, Cheng-Huei Chaio, Bin Wang
The Impact Of Post-Trade Transparency On Price Efficiency And Price Discovery: Evidence From The Taiwan Stock Exchange, Chiou-Fa Lin, Cheng-Huei Chaio, Bin Wang
Finance Faculty Research and Publications
Purpose
The purpose of this paper is to examine the impact of post-trade transparency on price efficiency and price discovery.
Design/methodology/approach
The authors use an exogeneous change in market transparency in the Taiwan Stock Exchange that mandates the disclosure of unexecuted orders of the five best bid and ask prices after each trade, and conduct an event study analysis.
Findings
After the change, price efficiency enhances for both large and small firms, although the impact on stock prices is greater when the firm is larger. The authors also find that post-change trading reveals more private information for large firms but …
Mortgage Dollar Roll, Zhaogang Song, Haoxiang Zhu
Mortgage Dollar Roll, Zhaogang Song, Haoxiang Zhu
Research Collection Lee Kong Chian School Of Business
Mortgage dollar roll, the most common financing strategy for agency MBS, differs from repo in that the returned collateral can differ from those received. Also, MBS ownership changes hands in the funding period. We show that dollar roll “specialness,” how much implied financing rates fall below MBS repo rates, (1) increases in the value of the cheapest-to-deliver option, (2) decreases in the leverage of primary dealers, (3) decreases in prepayment risk exposure during the financing period, and (4) decreases in MBS returns. The Federal Reserve’s dollar roll sales in quantitative easing operations are associated with lower specialness.
The Information Content Of Sudden Insider Silence, Claire Yurong Hong, Frank Weikai Li
The Information Content Of Sudden Insider Silence, Claire Yurong Hong, Frank Weikai Li
Research Collection Lee Kong Chian School Of Business
We present evidence of investors underreacting to the absence of events in financialmarkets. Routine-based insiders strategically choose to be silent when they possessprivate information not yet reflected in stock prices. Consistent with our hypothesis,insider silence following routine sell (buy) predict positive (negative) future return aswell as fundamentals. The return predictability of insider silence is stronger amongfirms with poor information environment and facing higher arbitrage costs, and alarge fraction of abnormal returns concentrates on future earnings announcements. Along-short strategy that exploits insiders’ strategic silence behavior generates abnormalreturns of 6% to 10% annually
Product Categories As Judgment Devices: The Moral Awakening Of The Investment Industry, Diane-Laure Arjaliès, Rodolphe Durand
Product Categories As Judgment Devices: The Moral Awakening Of The Investment Industry, Diane-Laure Arjaliès, Rodolphe Durand
Business Publications
Product categories are more than classification devices that organize markets; when reflecting market actors' purposes, they are also judgment devices. Taking stock of the literature on product categories and drawing on the distinction between the faculties of knowing and judging, we elaborate a framework that accounts for how and why market actors include or exclude normative attributes in a product category definition. Based on a field study of the development of Socially Responsible Investment (SRI) funds in France, we describe the phases and conditions of a judgment framework for category definition, for both established and nascent categories. We discuss implications …
Forecasting In Blockchain-Based Local Energy Markets, Michael Kostmann, Wolfgang Karl Hardle
Forecasting In Blockchain-Based Local Energy Markets, Michael Kostmann, Wolfgang Karl Hardle
Sim Kee Boon Institute for Financial Economics
Increasingly volatile and distributed energy production challenges traditional mechanisms to manage grid loads and price energy. Local energy markets (LEMs) may be a response to those challenges as they can balance energy production and consumption locally and may lower energy costs for consumers. Blockchain-based LEMs provide a decentralized market to local energy consumer and prosumers. They implement a market mechanism in the form of a smart contract without the need for a central authority coordinating the market. Recently proposed blockchain-based LEMs use auction designs to match future demand and supply. Thus, such blockchain-based LEMs rely on accurate short-term forecasts of …
International Welfare Spillovers Of National Pension Schemes, James Staveley-O'Carroll, Olena Staveley-O'Carroll
International Welfare Spillovers Of National Pension Schemes, James Staveley-O'Carroll, Olena Staveley-O'Carroll
Economics Department Working Papers
We employ a two-country overlapping-generations model to explore the international dimension of household portfolio choices induced by the asymmetric provision of government-run pensions. We study the resulting patterns of risk-sharing and the corresponding welfare effects on both home and foreign agents. Introducing the defined benefits pay-as-you-go system at home increases the welfare of all other agents at the expense of the home workers and improves the degree of intergenerational risk sharing abroad. Conversely, a defined contributions system leads to welfare losses of both home cohorts accompanied by gains abroad, but does increase the extent of intergenerational risk sharing at home.
Incumbency Or Innovation: Why A Collective Agency View Of Cross-Border Payments Means Private Blockchains Cannot Prevail, Boaz B. Goldwater
Incumbency Or Innovation: Why A Collective Agency View Of Cross-Border Payments Means Private Blockchains Cannot Prevail, Boaz B. Goldwater
Cornell International Law Journal
The abstract below was generated using an artificial intelligence tool. It has not been endorsed by the author. This Note examines the global cross-border payments system through the lens of collective action theory, arguing that the Society for Worldwide Interbank Financial Telecommunication (SWIFT) functions not merely as a financial messaging network but as a collective agent essential to the stability and legitimacy of international finance. While technological innovations—particularly blockchain-based platforms such as Ripple—promise improvements in speed, cost, and efficiency, the author contends that these advantages alone are insufficient to supplant SWIFT. The cross-border payments system requires not only technical functionality …
College Of Business Dean's Report: 2018-2019, Ryan Butt
College Of Business Dean's Report: 2018-2019, Ryan Butt
College of Business Dean’s Reports
No abstract provided.
How Equitable Is The Education Finance System In New York State?, John Yinger
How Equitable Is The Education Finance System In New York State?, John Yinger
Center for Policy Research
This policy brief provides an overview and evaluation of the education finance system in New York State. The brief addresses four broad topics: student performance disparities in New York State, the nature of the New York State education finance system, the contributions of the New York foundation aid formula to educational equity, and the benefits to all taxpayers in New York State from education finance reform.
Credit Ratings And The Cost Of Issuing Seasoned Equity, Garrett A. Mcbrayer
Credit Ratings And The Cost Of Issuing Seasoned Equity, Garrett A. Mcbrayer
Finance Faculty Publications and Presentations
I examine the effects of issuer credit ratings on the costs associated with seasoned equity offerings (SEOs). The evidence from a panel of SEOs from 1990 to 2014 shows that when firms issue seasoned equity, those with issuer credit ratings pay reduced investment banking fees. I confirm these results by conducting a propensity-score matched-sample comparison analysis of firms that obtain new, long-term issuer credit ratings with an unrated control group. Controlling for known determinants of SEO fees, I find that firms that obtain a new credit rating before issuing seasoned equity pay significantly reduced investment banking fees. In economic terms, …
Role Of Financial, Human And Social Capital In Survival Of Start-Ups, Tiong Kiat Wong
Role Of Financial, Human And Social Capital In Survival Of Start-Ups, Tiong Kiat Wong
Dissertations and Theses Collection (Open Access)
In new business ventures, growth in itself is often not the main intention in the beginning, but rather a mean to ensure survivability first, follow by sustainability and secure profitability. Not all small businesses survived over time and are always confronted with the liability of newness and contending externalities such as fierce competition and internal limitations like resources to survive. Only about half of newly founded start-ups survived after 5 years.
The presence or absence of resources and the critical role it plays on the effect of venture’s survival, provides substantive advancement in understanding of organisational theory and management practice …
Momentum And Reversal: The Role Of Short Selling, Zhaobo Zhu, Xinrui Duan, Licheng Sun, Jun Tu
Momentum And Reversal: The Role Of Short Selling, Zhaobo Zhu, Xinrui Duan, Licheng Sun, Jun Tu
Research Collection Lee Kong Chian School Of Business
This paper investigates the relation between short selling and momentum. We document that a consistent momentum strategy that buys lightly shorted winners and sells heavily shorted losers exhibits strong short-term momentum and no long-term reversal. In contrast, an inconsistent momentum strategy that buys heavily shorted winners and sells lightly shorted losers experiences weak short-term momentum and persistent long-term reversal. Our results are robust after controlling for firm characteristics, proxy for short-sale constraints, and investor sentiment, as well as an exogenous shock (the Taxpayer Relief Act of 1997). These findings present a new challenge to existing theories of momentum that rely …
Two Essays On Investor Attention, Investor Sentiment, And Earnings Pricing, Qiuye Cai
Two Essays On Investor Attention, Investor Sentiment, And Earnings Pricing, Qiuye Cai
Theses and Dissertations in Business Administration
This dissertation proposes novel direct measures for both firm-level and market-level investor attention and investor sentiment and provides new empirical evidence on the effects of investor attention and investor sentiment on earnings pricing.
The first essay proposes novel direct measures for both market-level and firm-level attention using user activity data from StockTwits.com. To the best of my knowledge, this is the first direct measure of market-level attention. By measuring market-level and firm-level attention separately, I am be able to not only distinguish between attention allocated on market level and firm level but also detach attention from equilibrium outcomes. I document …
Two Essays On Bitcoin Price And Volume, Mohammad Bayani Khaknejad
Two Essays On Bitcoin Price And Volume, Mohammad Bayani Khaknejad
Theses and Dissertations in Business Administration
Bitcoin is a decentralized peer to peer digital transactions system that was introduced in 2009 in the aftermath of the financial crisis. Since its introduction, it has had a volatile journey, being adopted by computer programmers, cyber punk enthusiasts, criminals, and financial investors. While the future of bitcoin is still not clear, it has been widely adopted by many, not necessarily as a new method of transactions, but rather as a new investment vehicle. Being a new asset class, there are many unknown financial characteristics to be investigated about bitcoin and in this dissertation, we try to explore two of …
Tail Risk Concerns Everywhere, George P. Gao, Xiaomeng Lu, Zhaogang Song
Tail Risk Concerns Everywhere, George P. Gao, Xiaomeng Lu, Zhaogang Song
Research Collection Lee Kong Chian School Of Business
We show that the beta with respect to an index of global ex ante tail risk concerns (��ℝ����), which we construct using out-of-the-money options on multiple global assets, negatively drives cross-sectional return variations across asset classes, including international equity indices, foreign currencies, and government bond futures. The pricing power of ��ℝ���� becomes stronger when more asset-class-level tail risk concerns are incorporated in the index construction. ��ℝ���� also dominates asset-class-level tail risk concerns in pricing assets within each asset class. These evidences imply that the pricing effect of tail risk concerns works predominantly as a global channel. The ��ℝ���� pricing effect …
Gilgit-Baltistan At The Cross Road Of China-Pakistan Economic Corridor (Cpec), Zulfiqar Ali Khan
Gilgit-Baltistan At The Cross Road Of China-Pakistan Economic Corridor (Cpec), Zulfiqar Ali Khan
MSJ Capstone Projects
This capstone project focused on the in-depth analysis of the role and impact of this multi-billion-dollar project on the politically deprived region of Gilgit-Baltistan. This region is the gateway to CPEC as it is the only region of Pakistan that shares border with China. The geographical ties, tributary and trade relationship and even family relationships between Gilgit-Baltistan and the Xinjiang region of China dates back centuries before the creation of Pakistan and the post revolution China.
The project has been designed and implemented in a way that GB’s role is to provide the services of road and some other services …
When Soft Law Meets Hard Politics: Taming The Wild West Of Nonprofit Political Involvement, Lloyd Hitoshi Mayer
When Soft Law Meets Hard Politics: Taming The Wild West Of Nonprofit Political Involvement, Lloyd Hitoshi Mayer
Journal of Legislation
Beginning in the 1990s and continuing today, many of the legal and psychological barriers to nonprofits becoming involved in electoral politics have fallen. At the same time, political divisions have sharpened, causing candidates, political parties, and their supporters to scramble more aggressively for any possible edge in winner-take-all political contests. In the face of these developments, many nonprofits have violated the remaining legal rules applicable to their political activity with little fear of negative consequences, especially given vague rules and a paucity of enforcement resources. Such violations include under reporting of political activity in government filings, fly-by-night organizations that exist …
Collectivism And The Costs Of High Leverage, Sadok El Ghoul, Omrane Guedhami, Chuck C.Y. Kwok, Ying Zheng
Collectivism And The Costs Of High Leverage, Sadok El Ghoul, Omrane Guedhami, Chuck C.Y. Kwok, Ying Zheng
Finance Department Faculty Journal Articles
Prior literature shows that high leverage is associated with losses in market share due to unfavorable actions by customers and competitors. Building on this literature, we investigate the effect of collectivism on the product market performance of highly leveraged firms. Using a sample of 46 countries over the 1989–2016 period, we find significantly lower costs of high leverage for countries with higher collectivism scores. Moreover, we find that the impact of collectivism on high leverage costs is more pronounced for firms with high product specialization and with financially healthy rivals. In additional analysis, we find that collectivism helps highly leveraged …
Evaluating The Effect Of Corporate Tax Reductions On Value Chain Sourcing Decisions, James Mohs, Arthur Galloway
Evaluating The Effect Of Corporate Tax Reductions On Value Chain Sourcing Decisions, James Mohs, Arthur Galloway
Accounting Faculty Publications
The objective of this paper is to evaluate the changes in the elements of the value change sensitivity model and identify if there has been a significant shift in the profitability of one country to another. Validating the work on the adjusted present value (APV) formula provided by Rainish, Mensz, and Mohs (2015), this paper analyzes how the new U.S. corporate tax rates will impact a company’s sourcing decision. Also, the value-added tax (VAT) is used in all other OECD countries, except the U.S, and therefore this will be part of the evaluation. The third variable that has a crucial …
Security Token Offerings: The Next Big Thing?, Singapore Management University
Security Token Offerings: The Next Big Thing?, Singapore Management University
Perspectives@SMU
CUHK expert shares insights on whether Security Token Offerings will be the next trend in cryptocurrency community
Executive Leadership Challenges In Today’S Environment, Herbert J. Degraffe Jr.
Executive Leadership Challenges In Today’S Environment, Herbert J. Degraffe Jr.
Walden Faculty and Staff Publications
Abstract
Individuals in top management positions often have conflicting interpretations concerning the authoritative qualities that align with the intrinsic and external relations of an organization. Although, researchers may still debate about the extent to which athletic development personality factors are important internal components of an individual. The purpose of this correlational study was to determine if athletic development personality factors correlate with decision making at the executive leadership level. The research questions focused on determining if there was a relationship between athletic development personality factors and decision making. Social exchange theory, social representations theory, and leadership theories comprised the theoretical …
Policy Uncertainty And The Dual Role Of Corporate Political Strategies, Chansog Francis Kim, Incheol Kim, Christos Pantzalis, Jung Chul Park
Policy Uncertainty And The Dual Role Of Corporate Political Strategies, Chansog Francis Kim, Incheol Kim, Christos Pantzalis, Jung Chul Park
Finance Faculty Publications
Firms use active political strategies not only to mitigate uncertainty emanating from legislative activity, but also to enhance their growth opportunities. We find that a firm's systematic risk (beta) can be hedged away by employing various political strategies involving the presence of former politicians on corporate boards of directors, contributions to political campaigns, and corporate lobbying activities. The hedging effect is greater when firms operate in more uncertain industries. In addition, active political strategies are associated with greater firm heterogeneity and make real options more value relevant as potential drivers of competitive advantages in uncertain environments.
Technology Directors And Firm Innovation, Yunhe Li, Yu Liu, Feixue Xie
Technology Directors And Firm Innovation, Yunhe Li, Yu Liu, Feixue Xie
Finance Faculty Publications
This study examines the influence of board directors with technological expertise on innovation using a panel of listed manufacturing firms in China from 2008 to 2017. The results show that technology directors positively affect firm innovation activities measured by R&D expenditure to sales ratio, invention patents applied for and granted, and utility model/design patents applied for and granted. The effect of technology directors on patents applied for and granted is weaker in firms with financial constraints and firms with CEO-chairman duality. Furthermore, independent technology directors show a stronger effect on invention patents granted than executive technology directors do.
Institutional Management And Institutional Trading, Jingi Ha
Institutional Management And Institutional Trading, Jingi Ha
Dissertations and Theses Collection (Open Access)
This dissertation consists of three papers in mutual fund governance or market microstructure that analyze the causal effect of board independence on mutual fund performance or the trading behavior of institutional trading and informed trading.
Chapter I studies how board independence affects fund performance, in relation to investment experience of independent directors. Using the SEC amendment in 2001 as an exogenous shock, I find that board independence does not improve or damage fund performance on average. When a fund board has independent directors with investment experience, however, it boosts fund performance. I also find that a fund manager is less …
Marginal Cost Of Risk-Based Capital And Risk-Taking, Tao Chen, Jing Rong Goh, Shinichi Kamiya, Pingyi Lou
Marginal Cost Of Risk-Based Capital And Risk-Taking, Tao Chen, Jing Rong Goh, Shinichi Kamiya, Pingyi Lou
Research Collection School Of Economics
We explore the impact of capital adequacy requirements on financial institutions' risk-taking behavior from a novel perspective. Specifically, we show that an important feature of the risk-based capital (RBC) system a built-in diversification benefit in aggregating risk categories induces moral hazard. We find that insurers that face lower marginal RBC costs of fixed-income (FI) investment tend to purchase riskier Fl securities. This relationship holds even when lower marginal RBC costs result from increased risk in other risk categories, which is an unintended consequence of the RBC's square root rule. Using Hurricanes Katrina and Sandy as exogenous shocks to the RBC …
The Information In Asset Fire Sales, Sheng Huang, Matthew C. Ringgenberg, Zhe Zhang
The Information In Asset Fire Sales, Sheng Huang, Matthew C. Ringgenberg, Zhe Zhang
Research Collection Lee Kong Chian School Of Business
Duplicate record, see https://ink.library.smu.edu.sg/lkcsb_research/5894/. Asset prices remain depressed for several years following mutual fund fire sales. We show that price pressure from fire sales is partly due to asymmetric information which leads to an adverse selection problem for arbitrageurs. After a flow shock, fund managers do not scale down their portfolio, rather, they choose to sell a subset of low-quality stocks that subsequently underperform. In other words, fund managers have selling skill. Our findings suggest an explanation for the tendency of asset prices to remain depressed following fire sales: information asymmetries make it difficult for arbitrageurs to disentangle pure …
Industry Return Predictability: A Machine Learning Approach, David E. Rapach, Jack K. Strauss, Jun Tu, Guofu Zhou
Industry Return Predictability: A Machine Learning Approach, David E. Rapach, Jack K. Strauss, Jun Tu, Guofu Zhou
Research Collection Lee Kong Chian School Of Business
In this article, the authors use machine learning tools to analyze industry return predictability based on the information in lagged industry returns. Controlling for post-selection inference and multiple testing, they find significant in-sample evidence of industry return predictability. Lagged returns for the financial sector and commodity- and material-producing industries exhibit widespread predictive ability, consistent with the gradual diffusion of information across economically linked industries. Out-of-sample industry return forecasts that incorporate the information in lagged industry returns are economically valuable: Controlling for systematic risk using leading multifactor models from the literature, an industry-rotation portfolio that goes long (short) industries with the …
Analyst Career Concerns, Effort Allocation, And Firms Information Environment, Jarrad Harford, Feng Jiang, Rong Wang, Fei Xie
Analyst Career Concerns, Effort Allocation, And Firms Information Environment, Jarrad Harford, Feng Jiang, Rong Wang, Fei Xie
Research Collection Lee Kong Chian School Of Business
Analysts strategically allocate more effort to portfolio firms that are relatively more important to their careers. Thus, the other firms the analysts cover indirectly affect a firm’s information environment. Controlling for analyst and firm characteristics, we find that an analyst makes more accurate, frequent, and informative earnings forecasts and recommendations for firms ranked higher within her portfolio based on proxies for importance to institutions. A firm’s relative rank widely varies across analysts, but its information environment improves when a larger proportion of analysts consider it to be relatively important. Analysts experience more favorable career outcomes when strategically allocating their efforts.