Cheng-Jye Luh, Sheng-An Yang and Ting-Li Dean Huang
– The purpose of this paper is to estimate Google search engine’s ranking function from a search engine optimization (SEO) perspective.
Abstract
Purpose
The purpose of this paper is to estimate Google search engine’s ranking function from a search engine optimization (SEO) perspective.
Design/methodology/approach
The paper proposed an estimation function that defines the query match score of a search result as the weighted sum of scores from a limited set of factors. The search results for a query are re-ranked according to the query match scores. The effectiveness was measured by comparing the new ranks with the original ranks of search results.
Findings
The proposed method achieved the best SEO effectiveness when using the top 20 search results for a query. The empirical results reveal that PageRank (PR) is the dominant factor in Google ranking function. The title follows as the second most important, and the snippet and the URL have roughly equal importance with variations among queries.
Research limitations/implications
This study considered a limited set of ranking factors. The empirical results reveal that SEO effectiveness can be assessed by a simple estimation of ranking function even when the ranks of the new and original result sets are quite dissimilar.
Practical implications
The findings indicate that web marketers should pay particular attention to a webpage’s PR, and then place the keyword in URL, the page title, and snippet.
Originality/value
There have been ongoing concerns about how to formulate a simple strategy that can help a website get ranked higher in search engines. This study provides web marketers much needed empirical evidence about a simple way to foresee the ranking success of an SEO effort.
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Yuxue Sheng and James P. LeSage
We are interested in modeling the impact of spatial and interindustry dependence on firm-level innovation of Chinese firms The existence of network ties between cities imply that…
Abstract
We are interested in modeling the impact of spatial and interindustry dependence on firm-level innovation of Chinese firms The existence of network ties between cities imply that changes taking place in one city could influence innovation by firms in nearby cities (local spatial spillovers), or set in motion a series of spatial diffusion and feedback impacts across multiple cities (global spatial spillovers). We use the term local spatial spillovers to reflect a scenario where only immediately neighboring cities are impacted, whereas the term global spatial spillovers represent a situation where impacts fall on neighboring cities, as well as higher order neighbors (neighbors to the neighboring cities, neighbors to the neighbors of the neighbors, and so on). Global spatial spillovers also involve feedback impacts from neighboring cities, and imply the existence of a wider diffusion of impacts over space (higher order neighbors).
Similarly, the existence of national interindustry input-output ties implies that changes occurring in one industry could influence innovation by firms operating in directly related industries (local interindustry spillovers), or set in motion a series of in interindustry diffusion and feedback impacts across multiple industries (global interindustry spillovers).
Typical linear models of firm-level innovation based on knowledge production functions would rely on city- and industry-specific fixed effects to allow for differences in the level of innovation by firms located in different cities and operating in different industries. This approach however ignores the fact that, spatial dependence between cities and interindustry dependence arising from input-output relationships, may imply interaction, not simply heterogeneity across cities and industries.
We construct a Bayesian hierarchical model that allows for both city- and industry-level interaction (global spillovers) and subsumes other innovation scenarios such as: (1) heterogeneity that implies level differences (fixed effects) and (2) contextual effects that imply local spillovers as special cases.
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Michael A. Rosen, Molly Kilcullen, Sarah Davis, Tiffany Bisbey and Eduardo Salas
The practical need for understanding and improving team resilience has increased, and more research is needed to provide an evidence-base for guiding organizational practices and…
Abstract
The practical need for understanding and improving team resilience has increased, and more research is needed to provide an evidence-base for guiding organizational practices and policies. In this chapter, the authors highlight what we see as critical challenges and opportunities for advancing the science of team resilience. We focus on conceptual and methodological challenges involved in conducting field-based research on team resilience, as the authors believe field-based research is a particularly critical approach for advancing the science of team resilience. The authors first provide a brief review of recent theoretical work in defining team resilience. Then the authors describe key challenges that must be managed in field studies seeking to refine and capitalize on this critical area of research to provide solutions capable of supporting individual, team, and organizational outcomes. These challenges include defining trajectories of resilient team performance, understanding the consequences of repeated episodes of team resilience, formal specifications of events precipitating resilient team performance, measuring the event appraisal and communication process, and adopting measurement methods with high temporal resolution. Finally, the authors provide directions for future research to address these gaps.
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The purpose of this paper is to explore the relationship between the patenting movement and economic growth by analyzing development states and raising possible questions of…
Abstract
Purpose
The purpose of this paper is to explore the relationship between the patenting movement and economic growth by analyzing development states and raising possible questions of high‐tech industries in order to provide lessons for policy makers.
Design/methodology/approach
A model of polynomial distribution with lagging effect was applied to patenting data and economic operation data, including revenue from new products.
Findings
Through three grouped investigations, namely: short term, medium term, and long term, it was found that innovation activities significantly influence positive economic growth in high‐tech industries. However, total patent output elasticity (POE) in some high‐tech industries is lower than in non‐high‐tech industries. Among the detailed sectors selected in this study, medical equipment and measuring instruments show higher POE.
Originality/value
This paper focuses on an industry‐level study of the relationship between the patenting movement and economic growth, which has important theoretical and practical significance to promoting high‐tech industry innovation capability and enhancing the technological innovation competitive advantage of China.
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Elainy Cristina da Silva Coelho and Josivania Silva Farias
The adoption of artificial intelligence (AI) in frontline service encounters is a growing phenomenon in service marketing, which can lead to positive and negative results. In this…
Abstract
Purpose
The adoption of artificial intelligence (AI) in frontline service encounters is a growing phenomenon in service marketing, which can lead to positive and negative results. In this context, this paper aims to review the literature on value cocreation and codestruction in AI-enabled service interactions.
Design/methodology/approach
A systematic literature review was carried out using the PRISMA protocol. Data were retrieved from the Web of Science and Scopus databases, from which 48 articles were selected for review. Data analysis, presentation of results and the research agenda followed the theory, context, characteristics and methodology (TCCM) framework.
Findings
The review especially revealed that: publications on AI-enabled value cocreation and codestruction are in the early stages of development; few articles have addressed value codestruction, and the main research emphasis is on value cocreation; interactions between human actors and AI-enabled autonomous nonhuman actors are resulting in value cocreation or value codestruction, or both, and these phenomena are also likely to occur when AI replaces more than one human actor in the service encounter; and AI is considered an increasingly independent nonhuman actor that integrates resources and interacts with other actors, yet prudence is necessary for its adoption.
Originality/value
This review fills a gap by jointly exploring the value cocreation and codestruction in the context of AI, presents an overview of the issues discussed and provides a research agenda with directions for future studies.
Objetivo
La adopción de la inteligencia artificial (IA) en los encuentros de servicio en primera línea es un fenómeno creciente en el marketing de servicios, que puede llevar a resultados positivos y negativos. En este contexto, el objetivo de este artículo es revisar la literatura sobre la cocreación y codestrucción de valor en las interacciones de servicio habilitadas por IA.
Diseño/metodología/enfoque
Se realizó una revisión sistemática de la literatura utilizando el protocolo PRISMA. Los datos se obtuvieron de las bases de datos Web of Science y Scopus, de las cuales se seleccionaron 48 artículos para su revisión. El análisis de los datos, la presentación de resultados y la agenda de investigación siguieron el marco de teoría, contexto, características y metodología (TCCM).
Resultados
La revisión reveló especialmente que: (1) las publicaciones sobre la cocreación y codestrucción de valor habilitadas por IA están en las primeras etapas de desarrollo; (2) pocos artículos han abordado la codestrucción de valor, y el principal énfasis de la investigación está en la cocreación de valor; (3) las interacciones entre actores humanos y actores no humanos autónomos habilitados por IA están resultando en cocreación o codestrucción de valor, o ambas, y es probable que estos fenómenos también ocurran cuando la IA reemplaza a más de un actor humano en el encuentro de servicio; (4) la IA es considerada un actor no humano cada vez más independiente que integra recursos e interactúa con otros actores, pero se requiere prudencia en su adopción.
Originalidad/valor
Esta revisión llena un vacío al explorar conjuntamente la cocreación y codestrucción de valor en el contexto de la IA, presenta una visión general de los temas discutidos y proporciona una agenda de investigación con direcciones para estudios futuros.
目的
人工智能(AI)在前线服务接触中的应用已成为服务营销中的一个日益增长的现象, 这可能带来正面和负面的结果。在这一背景下, 本文旨在回顾关于人工智能驱动的服务互动中价值共创与共损的文献。
设计/方法论/方法
采用PRISMA协议进行了系统文献综述。数据从Web of Science和Scopus数据库中提取, 共选择48篇文章进行审阅。数据分析、结果呈现及研究议程遵循理论、背景、特征与方法论(TCCM)框架。
发现
综述特别揭示了以下几点:(1) 关于AI驱动的价值共创与共毁的出版物尚处于发展初期; (2) 针对价值共损的文章较少, 主要研究重点集中在价值共创上; (3) 人类参与者与AI驱动的自主非人类参与者之间的互动, 可能导致价值共创或价值共损, 甚至同时发生, 特别是在AI替代多个服务接触中的人类参与者时; (4) AI被视为越来越独立的非人类参与者, 它整合资源并与其他参与者互动, 但在采用过程中需谨慎。
原创性/价值
本综述填补了在AI背景下共同探讨价值共创与共损的空白, 概述了相关问题, 并提供了未来研究方向的议程。
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This paper aims to suggest ways to complete the enhancement of the policy responses to systemic banking crises that followed the Great Financial Crisis.
Abstract
Purpose
This paper aims to suggest ways to complete the enhancement of the policy responses to systemic banking crises that followed the Great Financial Crisis.
Design/methodology/approach
An integrated macrofinancial analytical framework was designed to overcome the segregation between macro work, based on national accounting concepts, and prudential oversight of financial institutions, based on business accounting and concepts.
Findings
The design and implementation of the integrated macrofinancial framework are within reach, supported by extensive ongoing research work around the world, and correspond to rising expectations by the international community. It will lead to improvements in the way systemic banking crises are managed. Even more importantly, it offers a promising avenue to make further progress in the prevention of future crises.
Research limitations/implications
The main limitations are the need to overcome the well-known constraints of national accounting, and to overcome the enduring silo separating macro-economists from financial sector experts. The implications are the need for extensive additional interaction between these two groups of experts.
Practical implications
The practical, operational implications are extensive, and could yield a major impact on the global financial stability work agenda. The design of policy responses to systemic banking crises could be profoundly affected, in particular with regard to the target of these responses (corporates vs banks in particular).
Social implications
The direct and indirect costs of systemic banking crises could be reduced, with widespread benefits for society at large.
Originality/value
This is a fully original new proposed approach with extensive operational value for practitioners.
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Mike W. Peng, Canan C. Mutlu, Steve Sauerwald, Kevin Y. Au and Denis Y.L. Wang
This paper aims to explore the interlock-performance relationship among mainland Chinese firms listed in Hong Kong by taking advantage of a relationship-intensive context whereby…
Abstract
Purpose
This paper aims to explore the interlock-performance relationship among mainland Chinese firms listed in Hong Kong by taking advantage of a relationship-intensive context whereby such a link is likely to be especially important. Although strategic networks such as interlocking directorates have been found to affect a number of strategic behaviors, the link connecting board interlocks and corporate performance has remained ambiguous. Considerable light has been shed on the strategic networks of firms whose shares are listed abroad, which have been under-studied despite their rising importance in the global economy.
Design/methodology/approach
Data come from a particularly interesting historical period – the early 1990s prior to Hong Kong’s 1997 handover to China. Both quantitative and qualitative research have been used.
Findings
Empirically, it was found that good performance in an earlier period helps draw outside directors in a later period, and that network centrality and certain types of interlocks help improve performance, albeit with varying degrees. Overall, our results answer the question whether strategic networks such as interlocks matter for corporate performance with a qualified “yes”.
Originality/value
Taking advantage of a relationship-intensive context, this article explores the interlock-performance relationship among mainland Chinese firms listed in Hong Kong. Focus is specifically on the two years, 1993 and 1995, due to their specific historical importance because these two years represent the beginning of Chinese firms’ listing in Hong Kong.
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Petrus W.C. Choy, T.L. Yip, Kelvin Pang and Eunha Lee
The purpose of this study is to identify the critical success factors to international ship finance centre (ISFC) and to understand the reasons behind ship financing decision by…
Abstract
Purpose
The purpose of this study is to identify the critical success factors to international ship finance centre (ISFC) and to understand the reasons behind ship financing decision by shipowners and their views on the potential of Shanghai to become an ISFC in the near future.
Design/methodology/approach
Survey questionnaire and follow-up interviews were conducted. The survey of this study was conducted by firstly sending online questionnaire with interview questions via email and then carrying out interview either on telephone or in-person with the interview questions to collect factual data and views from individual interviewees.
Findings
This study identified governmental support and stable policy, sound and favourable legal system, advanced maritime cluster and dynamic source of finance as critical success factors which can help Shanghai to evolve into an international maritime centre with dual function as an ISFC which is a synthesis with the maritime sector of an international finance centre.
Originality/value
This paper is known to be the first to link international maritime centre with ISFC.
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Beth Davis-Sramek, Konstantin Krotov and Richard Germain
The purpose of this paper is to examine a traditional information technology (IT) integration-performance framework in the transition economy of Russia, which has undergone…
Abstract
Purpose
The purpose of this paper is to examine a traditional information technology (IT) integration-performance framework in the transition economy of Russia, which has undergone significant and tumultuous institutional shifts. The research incorporates variables not previously utilized in the supply chain literature but underscore significant roles in the context of the Russian institutional environment to examine the drivers of IT integration.
Design/methodology/approach
The Moscow-based, Public Opinion Research Center (VCIOM) was contracted to collect data from Russia manufacturing firms with 100 or more employees, and the effort resulted in 769 responses from Russian private sector firms. This primary survey data were combined with two secondary data sets to test the model using structural equation modeling.
Findings
Overall, the results indicate that firms in developed economies must pay special attention to specific contextual nuances in transition economy firms that can affect their ability to successfully navigate this significantly different supply chain environment. Specifically, the results show that spatial distance from Moscow hampers a firm’s ability to integrate its logistics IT capabilities, suggesting that “modern” logistics IT (and possibly supply chain practice in general) initiate from the Moscow core and spread outward. Further, results find that growth in the number of foreign competitors in a firm’s primary industry over the prior five-year period associates with greater integrated logistics IT. It appears that increasing foreign competition creates a sense of urgency for managers within Russian firms to focus on cost reduction and improvements in logistics efficiencies by way of greater IT integration.
Originality/value
A significant portion of research related to supply chain management and firm performance takes place in the economically developed West, but there are questions about whether these findings are applicable in transition economies that have a significantly different set of institutional dynamics. This research highlights how the unique contexts in transition economies such as Russia can present challenges for firms as they adapt to the realities of global market dynamics.