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Article
Publication date: 1 August 2002

Implementing collaborative forecasting to improve supply chain performance

Teresa M. McCarthy and Susan L. Golicic

Sales forecasting and collaboration are two business phenomena that have independently been recognized as contributing to improved organizational performance. The present…

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Abstract

Sales forecasting and collaboration are two business phenomena that have independently been recognized as contributing to improved organizational performance. The present research employs case study methodology to explore the synergies to be gained from combining the two processes. Depth interviews were conducted with executives at three firms currently engaged in collaborative forecasting with supply chain partners. Results revealed unique approaches to collaborative forecasting that circumvent the inhibitors of collaborative planning, forecasting, and replenishment adoption, and yield substantial improvement in company and supply chain performance including increased responsiveness, product availability assurance, optimized inventory and associated costs, and increased revenues and earnings. Seven guidelines to implementing interfirm collaborative forecasting are presented.

Details

International Journal of Physical Distribution & Logistics Management, vol. 32 no. 6
Type: Research Article
DOI: https://doi.org/10.1108/09600030210437960
ISSN: 0960-0035

Keywords

  • Case studies
  • Product development
  • Sales
  • Forecasting

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Book part
Publication date: 1 January 2006

Looking Through the Crystal Ball

Deborah J. MacInnis, Vanessa M. Patrick and C. Whan Park

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Review of Marketing Research
Type: Book
DOI: https://doi.org/10.1108/S1548-6435(2005)0000002006
ISBN: 978-0-7656-1305-9

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Article
Publication date: 19 June 2017

Cognitive psychology and tourism research: state of the art

Liubov Skavronskaya, Noel Scott, Brent Moyle, Dung Le, Arghavan Hadinejad, Rui Zhang, Sarah Gardiner, Alexandra Coghlan and Aishath Shakeela

This review aims to discuss concepts and theories from cognitive psychology, identifies tourism studies applying them and discusses key areas for future research. The…

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Abstract

Purpose

This review aims to discuss concepts and theories from cognitive psychology, identifies tourism studies applying them and discusses key areas for future research. The paper aims to demonstrate the usefulness of cognitive psychology for understanding why tourists and particularly pleasure travellers demonstrate the behaviour they exhibit.

Design/methodology/approach

The paper reviews 165 papers from the cognitive psychology and literature regarding pleasure travel related to consciousness, mindfulness, flow, retrospection, prospection, attention, schema and memory, feelings and emotions. The papers are chosen to demonstrate the state of the art of the literature and provide guidance on how these concepts are vital for further research.

Findings

The paper demonstrates that research has favoured a behaviourist rather than cognitive approach to the study of hedonic travel. Cognitive psychology can help to understand the mental processes connecting perception of stimuli with behaviour. Numerous examples are provided: top-down and bottom-up attention processes help to understand advertising effectiveness, theories of consciousness and memory processes help to distinguish between lived and recalled experience, cognitive appraisal theory predicts the emotion elicited based on a small number of appraisal dimensions such as surprise and goals, knowledge of the mental organisation of autobiographical memory and schema support understanding of destination image formation and change and the effect of storytelling on decision-making, reconstructive bias in prospection or retrospection about a holiday inform the study of pleasurable experience. These findings indicate need for further cognitive psychology research in tourism generally and studies of holiday travel experiences.

Research limitations/implications

This review is limited to cognitive psychology and excludes psychoanalytic studies.

Practical implications

Cognitive psychology provides insight into key areas of practical importance. In general, the use of a cognitive approach allows further understanding of leisure tourists’ behaviour. The concept of attention is vital to understand destination advertising effectiveness, biases in memory process help to understand visitor satisfaction and experience design and so on. Use of cognitive psychology theory will lead to better practical outcomes for tourists seeking pleasurable experiences and destination managers.

Originality value

This is the first review that examines the application of concepts from cognitive psychology to the study of leisure tourism in particular. The concepts studied are also applicable to study of travellers generally.

Details

Tourism Review, vol. 72 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/TR-03-2017-0041
ISSN: 1660-5373

Keywords

  • Emotion
  • Cognitive psychology
  • Memory
  • Schema
  • Consciousness
  • Experience design

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Article
Publication date: 18 May 2012

Supply chain collaboration for improved forecast accuracy of promotional sales

Usha Ramanathan

In general, demand for functional products is dependent on a range of promotions offered in various retail outlets. To improve promotional sales many retailers collaborate…

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Abstract

Purpose

In general, demand for functional products is dependent on a range of promotions offered in various retail outlets. To improve promotional sales many retailers collaborate with manufacturers for planning, forecasting and replenishment. The purpose of this paper is to hypothesize that collaborative forecasting will improve the forecast accuracy if all the partners can relate their demand forecast with underlying demand factors.

Design/methodology/approach

In this paper, the author uses a case study approach to study various demand factors of soft drink products of the UK based company which offers frequent promotions in retail outlets. The paper represents the case study findings in a conceptual framework called Reference Demand Model (RDM). Further, the case study findings are validated empirically by means of multiple linear regression analysis using actual sales data of the case company.

Findings

Surprisingly, some of the demand factors specified as very important by the case company are not found to be highly significant for actual sales. The paper uses the identified demand factors to suggest levels of collaboration.

Practical implications

Understanding the importance of product specific demand factors through regression models and incorporating the same in managerial decision making will aid managers to identify the necessary information to make accurate demand forecasts.

Originality/value

This approach unveils the presence of three levels of collaboration namely preparatory, progressive and futuristic levels among supply chain partners based on the information exchange. The proposed method will aid decision making on information sharing and collaborative planning among manufacturer and retailers for future promotional sales.

Details

International Journal of Operations & Production Management, vol. 32 no. 6
Type: Research Article
DOI: https://doi.org/10.1108/01443571211230925
ISSN: 0144-3577

Keywords

  • Sales demand
  • Reference demand model
  • Decision making
  • Information exchange
  • Collaboration

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Book part
Publication date: 12 November 2014

Forecasting the Net Asset Value of PRWCX

Kenneth D. Lawrence, Gary K. Kleinman and Sheila M. Lawrence

This research examines the use of a number of time series model structures of a moderate allocation mutual fund, PRWCX. PRWCX was rated as the top fund in its category…

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Abstract

This research examines the use of a number of time series model structures of a moderate allocation mutual fund, PRWCX. PRWCX was rated as the top fund in its category during the past five years. The fund invests at least 50% of its total assets that the fund manager believes that have above average potential for capital growth. The remaining assets are generally invested in convertible securities, corporate and government debt bank loans, and foreign securities. Forecasting the total NAV of such a moderate allocation mutual fund, composed of an extremely large number of investments, requires a method that produces accurate results. These models are exponentially smoothing (single, double, and Winter’s Method), trend models (linear, quadratic, and exponential) are Box-Jenkins models.

Details

Advances in Business and Management Forecasting
Type: Book
DOI: https://doi.org/10.1108/S1477-407020140000010001
ISBN: 978-1-78441-209-8

Keywords

  • Time series modeling
  • asset allocation mutual funds
  • net asset value
  • forecasting

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Article
Publication date: 1 April 1968

The forecasting system and techniques

COLIN ROBINSON

FORECASTING is not just a specialized management technique, but something which we all understand and do quite naturally. Because of the existence of time, all of us run…

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FORECASTING is not just a specialized management technique, but something which we all understand and do quite naturally. Because of the existence of time, all of us run our lives by making forecasts. In the present (which is an infinitesimally short period of time) we have to make forecasts of what will happen in the future based upon our experience of the past. Without such forecasts, we could not run our lives because we have to keep making decisions about the future.

Details

Management Decision, vol. 2 no. 4
Type: Research Article
DOI: https://doi.org/10.1108/eb000866
ISSN: 0025-1747

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Article
Publication date: 11 May 2012

Bloated balance sheet, earnings management, and forecast guidance

Li‐Chin Jennifer Ho, Chao‐Shin Liu and Bo Ouyang

Barton and Simko argue that the balance sheet information would serve as a constraint on accrual‐based earnings management. This paper aims to extend their argument by…

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Abstract

Purpose

Barton and Simko argue that the balance sheet information would serve as a constraint on accrual‐based earnings management. This paper aims to extend their argument by examining whether the balance sheet constraint increases managers' propensity to use either downward forecast guidance or real earnings management as a substitute mechanism to avoid earnings surprises.

Design/methodology/approach

Following Barton and Simko, the paper uses the beginning balance of net operating assets relative to sales as a proxy for the balance sheet constraint. The argument is that because of the articulation between the income statement and the balance sheet, previous accounting choices that increase earnings will also increase net assets and therefore the level of net assets reflects the extent of previous accrual management. Models from Matsumoto and Bartov et al. are used to measure forecast guidance. Following Rochowdhury and Cohen et al., a firm's abnormal level of production costs and discretionary expenditures are used as proxies of real earnings management. The empirical analysis is conducted based on the 1996‐2006 annual data for a sample of nonfinancial, nonregulated firms.

Findings

The paper finds that firms with higher level of beginning net operating assets relative to sales are more likely to guide analysts' earnings forecasts downward, and more likely to engage in real earnings management in terms of abnormal increases in production costs and abnormal reductions in discretionary expenditures.

Research limitations/implications

Overall, the paper's evidence suggests that managers turn to real earnings management or downward forecast guidance as a substitute mechanism to avoid negative earnings surprises when their ability to manipulate accruals upward is constrained by the extent to which net assets are already overstated in the balance sheet.

Originality/value

This study adds to prior literature that examines how managers trade off different mechanisms used to meet or beat analysts' earnings expectations. It also contributes to the extant literature by providing further insights on the role of balance sheet information in the process of managing earnings and/or earnings surprises.

Details

Review of Accounting and Finance, vol. 11 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/14757701211228183
ISSN: 1475-7702

Keywords

  • Real earnings management
  • Downward forecast guidance
  • Earnings surprise games
  • Balance sheets
  • Earnings
  • Financial forecasting

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Article
Publication date: 1 December 1994

Hong Kong Retailers: : The Relationship between Environment Hostility, Planning and Performance

Lisa A. Phillips and Roger Calantone

Examines the environment hostility‐planning‐performance relationship ofHong Kong retailers. A positive relationship is found betweenenvironment hostility and the threats…

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Abstract

Examines the environment hostility‐planning‐performance relationship of Hong Kong retailers. A positive relationship is found between environment hostility and the threats encompassed by the existing labour shortage, rising rents, foreign‐based competition, the 1997 return to Chinese governance and Hong Kong′s relationship with mainland China. Retailers who perceive less hostility in their environment are more planning‐oriented. Short‐term planners significantly outperformed non‐planners. Formal long‐range planning was unrelated to retailer performance.

Details

International Journal of Retail & Distribution Management, vol. 22 no. 8
Type: Research Article
DOI: https://doi.org/10.1108/09590559410074877
ISSN: 0959-0552

Keywords

  • China
  • Hong Kong
  • Long‐range planning
  • Planning
  • Retailing
  • Samples
  • Short‐term planning

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Article
Publication date: 2 November 2012

Catalysts for change: vizualizing the horizon of poverty

Kathi Vian, Matt Chwierutt, Tessa Finlev, David Evan Harris and Maureen Kirchner

The Institute for the Future (IFTF) has collaborated with the Rockefeller Foundation and its Searchlight function to create a framework for broad engagement in strategic…

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Purpose

The Institute for the Future (IFTF) has collaborated with the Rockefeller Foundation and its Searchlight function to create a framework for broad engagement in strategic thinking about ways to catalyze change in the lives of poor or vulnerable communities. This paper seeks to focus on this broad‐based approach.

Design/methodology/approach

Starting from the top‐down horizon scan of the foundation's Searchlight partners – a network of horizon scanning organizations – IFTF created a public database of signals of innovation and disruption in the domain of poverty and social change. This signals database was used to build a visual map of catalysts for change, creating a simple hierarchy of four catalyst types, each containing four action zones and a pivotal challenge. This map provided the language and framework for engaging a global community in a serious game to extend the vision of the Searchlight function and capture novel ideas for innovations that could improve the lives of those in marginalized communities.

Findings

With an estimated global reach of 160,000 views and 1,600 game players from 79 countries, the game produced more than 18,000 ideas about catalysts for change.

Originality/value

This framework of foresight (the signals database) to insight (the visual map of catalysts for change) to action (global strategic game) demonstrates a way to integrate top‐down expert foresight with bottom‐up strategic ideation on a global scale.

Details

Foresight, vol. 14 no. 6
Type: Research Article
DOI: https://doi.org/10.1108/14636681211284917
ISSN: 1463-6689

Keywords

  • Signal
  • Mapping
  • Visualization
  • Crowd‐sourcing
  • Searchlight function
  • Engaged forecasting
  • Poverty
  • Strategic planning
  • Disadvantaged groups
  • Communities

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Article
Publication date: 1 May 2005

Marketing policies of companies in a cyclical sector: an empirical study of the construction industry in the United Kingdom

Roger Bennett

To establish the best approaches that companies operating within a cyclical economic environment should adopt when marketing their products.

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Abstract

Purpose

To establish the best approaches that companies operating within a cyclical economic environment should adopt when marketing their products.

Design/methodology/approach

A structural equation modelling procedure is applied to the examination of the influences on corporate performance of certain policies pursued during cyclical downturns. The degrees to which these policies are implemented are hypothesised to depend on factors such as a firm's age and managerial experience of cyclical fluctuations, marketing orientation, and whether business cycles are explicitly taken into account when formulating corporate strategies. In total, 119 businesses in the UK construction industry participated in the investigation.

Findings

The relative effects of a number of explanatory variables on performance and its assumed antecedents are reported. Firms adopting “long‐term” approaches to marketing management across cycles tended to attain superior performance. However, short‐term approaches to marketing were commonplace.

Research limitations/implications

Self‐declared information on company performance was utilised. Also the study only considered a single industry (construction), so the results might not be generalisable to other sectors.

Practical implications

The outcomes offer practical advice to managers in the construction industry regarding their staff recruitment, retention and development policies during cyclical downturns, their employment of relationship marketing, and appropriate corporate strategies and budgeting methods for use in cyclical environments.

Originality/value

This is the first published study to explore construction companies' marketing responses to cyclical conditions.

Details

Journal of Business & Industrial Marketing, vol. 20 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/08858620510592731
ISSN: 0885-8624

Keywords

  • Business cycles
  • Construction industry
  • Relationship marketing
  • Downsizing
  • Forecasting
  • United Kingdom

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