Quality Management Process Continuous Improvement Based on Workflow Mining

2011 ◽  
Vol 314-316 ◽  
pp. 2402-2407
Author(s):  
Liang Chen ◽  
Qiang Liu ◽  
Xiao Hua Li

This paper presents an approach to diagnose and improve the quality management process based on workflow mining technology. In order to inspect each improvement stage in the PDCA lifecycle, an adaptive process mining method is proposed to reconstruct the workflow models from logs. In this method, a sliding window is defined on the process audit streams, and the sliding window size and process schedule method are continuously adjusted by the updating rules to adaptively find various stages of the process changes implied in the workflow log. Case study and comparisons are used to illustrate the accuracy and high performance of this algorithm in the end.

Author(s):  
Sergey Gorbatov ◽  
Angela M. Lane ◽  
Timothy J. Richmond

This case study describes design and implementation of the performance management process (PMP) at AbbVie, a global, research-based biopharmaceutical company with approximately 30,000 employees worldwide; it is dedicated to developing and delivering a consistent stream of innovative new medicines. Following its separation from Abbott in 2013, over the course of 5 years AbbVie built a tailor-made PMP, guided by scientific knowledge of human behavior and the unique cultural imperatives of the new company. This case study demonstrates how traditional human resources tools can be used to create a culture of high performance and innovation. The company posits that business strategy, culture, and leadership precede any system design considerations and need to be primary drivers of these. The success of implementation is in the vertical and horizontal integration of all the elements of the performance management (PM) system. The chapter discusses the challenges and key principles of PMP design in a global matrixed organization and shares the company’s perspectives on the successes, opportunities, and future directions of the AbbVie PMP evolution.


Author(s):  
Edīte Kalniņa

INTRODUCTION Term “learning agility” was first introduced by Lombardo and Eichinger (2000).  It is defined as the willingness and ability to learn from experiences, and subsequently apply that learning in new situations to perform successfully under new or first-time situations. Learning agility is heavily used for talent assessment and development and succession planning in multinationals worldwide, but for Latvian local companies it is not yet a daily human resources practice. Very little scholarly research has been conducted on this construct worldwide and in Latvia. In the turbulent business environment, the company leaders need to be more agile than ever. Leaders should adapt to new business strategies, working across cultures and dealing with virtual teams. Various studies suggest that learning agility is a better predictor of high performance. Connolly & Viswesvaran (2002) suggests learning agility is a better predictor of high performance as compared to IQ and personality traits. It has also been found that learning agile leaders are more successful in dynamic, turbulent workplaces (Dai, De Meuse, & Tang, 2013). There are five major factors of learning agility - mental agility, people agility, change agility, results agility and self-awareness (Swisher et al., 2013). As described by Mitchinson & Morris (2012) at Columbia University research there are four behaviors that enable learning agility (innovating, performing, reflecting and risking) and one that derails it (defending). In the same study no significant differences were found in learning agility scores across gender, age or organizational level. The scientific support of a linkage between learning agility and leadership seems to be scanty. Results of a meta-analysis by De Meuss (2019) show learning agility has a robust relationship with both leader performance (ρ = 0.74) and potential (ρ = 0.75). In this study it was hypothesized that learning agility will be positively related to annual performance ratings. MATERIAL AND METHODS The author was reviewing talent management process for three consecutive years – 2011, 2012, 2013 - and high potential employee identification for a local branch of a global innovative pharmaceutical company in Latvia. The company has a solid talent management process in place and devotes time and resources to the development of identified talents. Up to three times a year, Talking Review sessions are conducted to identify and develop their high potential employees around the world. Talking Review is a facilitated session where people managers openly discuss and calibrate talented employees in terms of performance, potential, readiness, willingness, and mobility. During a typical session, line managers carefully assesses candidates using a 9-cell performance-potential matrix (see figure below). Each candidate is placed in a cell based on ratings of their performance during the past years and a discussion revolving their perceived level of learning agility. The researcher collected learning agility scores and annual performance ratings on 33 managers located in Latvia. A mean performance rating was computed based on the three years – all 33 employees were at managerial level. RESULTS A positive relationship between learning agility and ratings of performance was observed. It was observed that the percentage of candidates classified as highly learning agile increased over time, ranging from 16% (2011) to 22% (2012) to 18% (2013). It suggests that as the company implemented the Talking Review process, decision makers learned from their experiences, calibrated their evaluations, and improved their accuracy in identifying their high potentials candidates. DISCUSSION The case study certainly holds several practical implications for the researchers as well as the practitioners. There are need for empirical studies to be conducted in this area. Caution should be exercised before drawing firm conclusions about these findings since the study included no controls for a manager’s commitment to change, the extent of the line manager’s support for such change, or the culture and structure of the organization and its possible influence on learning agility. Regression to the mean also might have played a role in the results. CONCLUSIONS The present paper and case study is an attempt to explore the relationship between learning agility and high performance. A positive relationship between learning agility and ratings of performance was observed.  This understanding of the relationships among all these factors will further add to the existing knowledge on these constructs and help the organizations to execute leadership assessment in a better way. Scholars should provide new ideas for understanding and conceptualizing learning agility. Human resources professionals and executives in organizations should provide access to high-potential employee data and performance, so a more rigorous process can be applied to understanding the linkage between learning agility and leader success (or derailment).


2019 ◽  
pp. 123-130

The scientific research works concerning the field of mechanical engineering such as, manufacturing machine slate, soil tillage, sowing and harvesting based on the requirements for the implementation of agrotechnical measures for the cultivation of plants in its transportation, through the development of mastering new types of high-performance and energy-saving machines in manufacturing machine slate, creation of multifunctional machines, allowing simultaneous soil cultivation, by means of several planting operations, integration of agricultural machine designs are taken into account in manufacturing of the local universal tractor designed basing on high ergonomic indicators. For this reason, this article explores the use of case studies in teaching agricultural terminology by means analyzing the researches in machine building. Case study method was firstly used in 1870 in Harvard University of Law School in the United States. Also in the article, we give the examples of agricultural machine-building terms, teaching terminology and case methods, case study process and case studies method itself. The research works in the field of mechanical engineering and the use of case studies in teaching terminology have also been analyzed. In addition, the requirements for the development of case study tasks are given in their practical didactic nature. We also give case study models that allow us analyzing and evaluating students' activities.


2021 ◽  
Vol 11 (9) ◽  
pp. 4121
Author(s):  
Hana Tomaskova ◽  
Erfan Babaee Tirkolaee

The purpose of this article was to demonstrate the difference between a pandemic plan’s textual prescription and its effective processing using graphical notation. Before creating a case study of the Business Process Model and Notation (BPMN) of the Czech Republic’s pandemic plan, we conducted a systematic review of the process approach in pandemic planning and a document analysis of relevant public documents. The authors emphasized the opacity of hundreds of pages of text records in an explanatory case study and demonstrated the effectiveness of the process approach in reengineering and improving the response to such a critical situation. A potential extension to the automation and involvement of SMART technologies or process optimization through process mining techniques is presented as a future research topic.


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