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Article
Publication date: 9 March 2018

Tobias Johansson

This article deals with how to test for and evaluate interdependence among control practices in a management control system using structural equation modeling. Empirical research…

Abstract

This article deals with how to test for and evaluate interdependence among control practices in a management control system using structural equation modeling. Empirical research on the levers of control (LOC) framework is used as an example. In LOC research, a path model approach to interdependence has been developed. The appropriateness of this approach is evaluated, developed, and compared with the correlation of residuals approach (seemingly unrelated regression) implemented in the wider complementarity literature. Empirical examples of the different models are shown and compared by using a data set on LOC of 120 SBUs in Sweden. The empirical results show that modeling interdependence among control practices in a management control system as non-recursive (bi-directional) paths or as residual correlations evidently affects the conclusions drawn about interdependence in terms of both presence and magnitude. The two models imply different views on how to conceptualize interdependence and are not statistically and empirically comparable. If using non-recursive path models, several model specification issues appear. To be able to identify such models, this needs to be carefully considered in the theory and research design prior to data collection.

Article
Publication date: 29 August 2019

Subing Liu, Yin Chunwu and Cao Dazhi

The purpose of this paper is to provide a new recursive GM (1,1) model based on forgetting factor and apply it to the modern weapon and equipment system.

Abstract

Purpose

The purpose of this paper is to provide a new recursive GM (1,1) model based on forgetting factor and apply it to the modern weapon and equipment system.

Design/methodology/approach

In order to distinguish the contribution of new and old data to the grey prediction model with new information, the authors add forgetting factor to the objective function. The purpose of the above is to realize the dynamic weighting of new and old modeling data, and to gradually forget the old information. Second, the recursive estimation algorithm of grey prediction model parameters is given, and the new information is added in real time to improve the prediction accuracy of the model.

Findings

It is shown that the recursive GM (1,1) model based on forgetting factor can achieve both high effectiveness and high efficiency.

Originality/value

The paper succeeds in proposing a recursive GM (1,1) model based on forgetting factor, which has high accuracy. The model is applied to the field of modern weapon and equipment system and the result the model is better than the GM(1,1) model. The experimental results show the effectiveness and the efficiency of the prosed method.

Book part
Publication date: 29 February 2008

Nii Ayi Armah and Norman R. Swanson

In this chapter we discuss model selection and predictive accuracy tests in the context of parameter and model uncertainty under recursive and rolling estimation schemes. We begin…

Abstract

In this chapter we discuss model selection and predictive accuracy tests in the context of parameter and model uncertainty under recursive and rolling estimation schemes. We begin by summarizing some recent theoretical findings, with particular emphasis on the construction of valid bootstrap procedures for calculating the impact of parameter estimation error. We then discuss the Corradi and Swanson (2002) (CS) test of (non)linear out-of-sample Granger causality. Thereafter, we carry out a series of Monte Carlo experiments examining the properties of the CS and a variety of other related predictive accuracy and model selection type tests. Finally, we present the results of an empirical investigation of the marginal predictive content of money for income, in the spirit of Stock and Watson (1989), Swanson (1998) and Amato and Swanson (2001).

Details

Forecasting in the Presence of Structural Breaks and Model Uncertainty
Type: Book
ISBN: 978-1-84950-540-6

Article
Publication date: 16 January 2019

Mohamed Aseel Shokr, Zulkefly Abdul Karim and Mohd Azlan Shah Zaidi

This paper aims to examine the effects of monetary policy and foreign shocks on output, inflation and exchange rate in Egypt.

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Abstract

Purpose

This paper aims to examine the effects of monetary policy and foreign shocks on output, inflation and exchange rate in Egypt.

Design/methodology/approach

This paper studies the effects of monetary policy and foreign shocks on output, inflation and exchange rate by using non-recursive SVAR model and quarterly data.

Findings

First, the empirical results reveal that monetary policy shocks, through changes in interest rate or money supply, have a significant effect on output, inflation and exchange rate in Egypt. Second, the world oil prices and foreign output have significant impacts on output, inflation and exchange rate in Egypt, while foreign interest rate has a significant effect on domestic output and inflation.

Research limitations/implications

The limitation of the study is examining one country only.

Practical implications

The Central Bank of Egypt (CBE) should adjust interest rate to stabilize inflation, output and exchange rate. By stabilizing inflation, output and exchange rate, the CBE would be able to achieve the ultimate targets of monetary policy, namely, price stability and economic growth.

Social implications

It is important for the CBE because it shows the significant effect of monetary policy on macroeconomic variables in Egypt. Also, it is important for people because it shows the important role for the CBE.

Originality/value

It is important for the CBE because it examines the effect of monetary policy and foreign shocks on macroeconomic variables.

Details

Journal of Financial Economic Policy, vol. 11 no. 3
Type: Research Article
ISSN: 1757-6385

Keywords

Book part
Publication date: 26 August 2019

Evan Ortlieb and Susan Schatz

Purpose – The gradual release of responsibility (GRR) framework has long been used as a model to provide explicit and scaffolded literacy instruction (Pearson & Gallagher, 1983)…

Abstract

Purpose – The gradual release of responsibility (GRR) framework has long been used as a model to provide explicit and scaffolded literacy instruction (Pearson & Gallagher, 1983), but has seen far less application within the teaching of writing. As such, a framework for further incorporating the GRR model into comprehensive writing instruction is presented.

Design – This chapter describes a recursive writing process that includes four iterative and connected steps: we study, we write, we share, and we react and revise. From direct modeling needed to build efficacy (Bloomberg & Pitchford, 2017), prompting in the “we do it together phase” (Fisher & Frey, 2016), and peer collaboration offering students the opportunity to move from the solve it together to the self-regulated stage of learning, the GRR model of writing supports students as they move recursively between the phases of learning.

Findings – The recursive nature of the GRR model of writing offers scaffolded support calibrated to each student’s phase of learning. The gradual release model of recursive writing provides an opportunity for students and teachers to engage in a feedback cycle and permit teachers to pass the pen to students at an ideal time, often encompassing many opportunities to write, react, and revise with their peers serving as an authentic audience.

Practical implications – Writing proficiency is linked to relationship building and social networks (Swan & Shih, 2005) as well as academic and career success (Cormier, Bulut, McGrew, & Frison, 2016). The GRR model of writing offers a new model of a flexible, social, and recursive writing process needed in professional development and teacher education programs.

Details

The Gradual Release of Responsibility in Literacy Research and Practice
Type: Book
ISBN: 978-1-78769-447-7

Keywords

Article
Publication date: 11 July 2023

Yiming Liu

This study aims to answer if inter-state migrants in India play a more active role than their intra-state counterparts in labor force participation and entrepreneurship.

Abstract

Purpose

This study aims to answer if inter-state migrants in India play a more active role than their intra-state counterparts in labor force participation and entrepreneurship.

Design/methodology/approach

A recursive bivariate probit model is used with an instrumental variable (IV) of the total of inter-state migrants in a city over their historical numbers to tackle the endogeneity issue of the migration decision of the migrants.

Findings

Inter-state migrants did a better job than their intra-state counterparts in labor force participation and female inter-state migrants did a better job than their counterparts in wage employment and being day laborers.

Research limitations/implications

The data are from IPUMS and there is no updated nationwide data regrading migration and employment for recent years.

Practical implications

A randomized controlled trail can be carried out near the borders of two states where there are both significant amounts of inter-state and intra-state migrants.

Social implications

The government and international organizations shall focus on cultivating the skills of the female migrants as well as encouraging the entrepreneurship of both types of migrants.

Originality/value

The study focus is on the comparison between intra- and inter-state migrants based on nationwide survey data and the usage of recursive bivariate model and an effective Instrumental Variable.

Details

Indian Growth and Development Review, vol. 16 no. 2
Type: Research Article
ISSN: 1753-8254

Keywords

Article
Publication date: 20 April 2023

Majid Ghasemy, James Eric Gaskin and James A. Elwood

The direction of causality between job satisfaction and job performance (known as the holy grail of industrial psychologists) is undetermined and related research findings in…

Abstract

Purpose

The direction of causality between job satisfaction and job performance (known as the holy grail of industrial psychologists) is undetermined and related research findings in different organizational contexts are mixed. Based on the ample literature, mainly from Western countries, on the relationship between job satisfaction and job performance, a non-recursive bow pattern model was utilized to investigate the direct relationship between these two variables in an Asia–Pacific higher education system.

Design/methodology/approach

This study is quantitative in approach and survey in design. Additionally, to meet the statistical requirements of non-recursive bow pattern analysis, the authors added welfare as a theory-driven instrumental variable to introduce exogenous variability. Using the efficient partial least squares (PLSe2) estimator, the authors fitted the model to the data collected from 2008 academics affiliated with Malaysian public universities and polytechnics.

Findings

The results showed that while job satisfaction is considerably influenced by welfare, it is not a significant predictor of job performance directly. In addition, a meaningful positive correlation between the disturbance terms of job satisfaction and job performance was observed, suggesting the existence of other factors that could increase both job satisfaction and job performance. The findings' theoretical and practical implications are discussed, and a list of theory-driven evidenced-based policies in this regard is provided.

Originality/value

This is the first study to test a non-recursive bow pattern model and examine the holy grail of industrial psychology based on the PLSe2 methodology, as a parametric approach to partial least squares (PLS), in a higher education context. This study also provides higher education researchers with the advantages of the PLSe2 method, especially in causal-predictive modeling, in the context of applied higher education research.

Details

Journal of Applied Research in Higher Education, vol. 16 no. 2
Type: Research Article
ISSN: 2050-7003

Keywords

Open Access
Article
Publication date: 25 July 2019

Van Anh Pham

The purpose of this paper is to evaluate and analyze impacts of the monetary policy (MP) – money aggregate and interest rate – on the exchange rate in Vietnam.

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Abstract

Purpose

The purpose of this paper is to evaluate and analyze impacts of the monetary policy (MP) – money aggregate and interest rate – on the exchange rate in Vietnam.

Design/methodology/approach

The study uses data over the period of 2008–2018 and applies the vector autoregression model, namely recursive restriction and sign restriction approaches.

Findings

The main empirical findings are as follows: a contraction of the money aggregate significantly leads to the real effective exchange rate (REER) depreciating and then appreciating; a tightening of the interest rate immediately causes the REER appreciating and then depreciating; and both the money aggregate and the interest rate strongly determine fluctuations of the REER.

Originality/value

The quantitative results imply that the MP affects the REER considerably.

Details

Journal of Asian Business and Economic Studies, vol. 26 no. 2
Type: Research Article
ISSN: 2515-964X

Keywords

Article
Publication date: 21 November 2008

Hsin Hsin Chang and Su Wen Chen

The purpose of this paper is to investige whether online environment cues (web site quality and web site brand) affect customer purchase intention towards an online retailer and…

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Abstract

Purpose

The purpose of this paper is to investige whether online environment cues (web site quality and web site brand) affect customer purchase intention towards an online retailer and whether this impact is mediated by customer trust and perceived risk. The study also aimed to assess the degree of reciprocity between consumers' trust and perceived risk in the context of an online shopping environment.

Design/methodology/approach

The study proposed a research framework for testing the relationships among the constructs based on the stimulus‐organism‐response framework. In addition, this study developed a non‐recursive model. After the validation of measurement scales, empirical analyses were performed using structural equation modelling.

Findings

The findings confirm that web site quality and web site brand affect consumers' trust and perceived risk, and in turn, consumer purchase intention. Notably, this study finds that the web site brand is a more important cue than web site quality in influencing customers' purchase intention. Furthermore, the study reveals that the relationship between trust and perceived risk is reciprocal.

Research limitations/implications

This study adopted four dimensions – technical adequacy, content quality, specific content and appearance – to measure web site quality. However, there are still many competing concepts regarding the measurement of web site quality. Further studies using other dimensional measures may be needed to verify the research model.

Practical implications

Online retailers should focus their marketing strategies more on establishing the brand of the web site rather than improving the functionality of the web site.

Originality/value

This study proposed a non‐recursive model for empirically analysing the link between web site quality, web site brand, trust, perceived risk and purchase intention towards the online retailer.

Details

Online Information Review, vol. 32 no. 6
Type: Research Article
ISSN: 1468-4527

Keywords

Article
Publication date: 2 February 2015

Maurice Yolles and Gerhard Fink

Anticipating behaviour and responding to the needs of complexity and problematic issues requires modelling to facilitate analysis and diagnosis. Using arguments of anticipation as…

Abstract

Purpose

Anticipating behaviour and responding to the needs of complexity and problematic issues requires modelling to facilitate analysis and diagnosis. Using arguments of anticipation as an imperative for inquiry, the purpose of this paper is to introduce generic modelling for living systems theory, and assign the number of generic constructs to orders of simplex modelling. An nth simplex order rests in an nth order simplex cybernetic space. A general modelling theory of higher orders of simplexity is given, where each higher order responds to every generic construct involved, the properties of which determining the rules of the complex system being that is represented. Higher orders of simplexity also explain greater degrees of complexity relatively simply, and give rise to the development of new paradigms that are better able to explain perceived complex phenomena.

Design/methodology/approach

This is part 2 of three linked papers. Using principles that arise from Schwarz’s living systems set within a framework provided by cultural agency theory, and with a rationale provided by Rosen’s and Dubois’ concepts of anticipation, the papers develop a general modelling theory of simplex orders. They show that with the development of new higher orders, paradigm shifts can occur that become responsible for new ways of seeing and resolving stubborn problematic issues. Part 1 established the fundamentals for a theory of modelling associated with cybernetic orders. Using this, in this part 2 the authors establish the principles of cybernetic orders using simplex modelling. This will include a general theory of generic modelling. In part 3 the authors shall extend this, developing a fourth-order simplex model, and exploring the potential for higher orders using recursive techniques through cultural agency theory.

Findings

Cultural agency theory can be used to generate higher simplex through principles of recursion, and hence to create a potential for the generation of families of new paradigms. The idea of conceptual emergence is also tied to the rise of new paradigms.

Research limitations/implications

The use of higher order simplex models to represent complex situations provides the ability to condense explanation concerning the development of particular system behaviours, and hence simplify the way in which the authors analyse, diagnose and anticipate behaviour in complex situations. Illustration is also given showing how the theory can explain the emergence of new paradigms.

Practical implications

Cultural agency can be used to structure problem issues that may otherwise be problematic, within both a top-down and bottom up approach. It may also be used to assist in establishing behavioural anticipation given an appropriate modelling approach. It may also be used to improve and compress explanation of complex situations.

Originality/value

A new theory of simplex orders arises from the new concept of generic modelling, illustrating cybernetic order. This permits the possibility of improved analysis and diagnosis of problematic situations belonging to complex situations through the use of higher order simplex models, and facilitates improvement in behavioural anticipation.

Details

Kybernetes, vol. 44 no. 2
Type: Research Article
ISSN: 0368-492X

Keywords

1 – 10 of over 5000