Abstract
This study examines the mediating effects of physical asset management on the relationship between sustainability and operational performance. Using empirical data based on survey data from six European countries (i.e. Greece, Poland, Slovakia, Slovenia, Sweden and Turkey), this study utilized mediation analysis in order to address the research problem. A macro for SPSS was used to estimate the size of an indirect effect of sustainability on operational performance through a mediator (physical asset management). Results of this study show mediator effect of physical asset management on the relationship between sustainability and operational performance. The paper provides valuable insights into mechanism that have a potential to enhance operational performance. The results contribute to a better understanding on how organizations could achieve higher operational performance outcomes by implementing sustainability and physical asset management practices.
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Acknowledgment
We would like to express our deepest gratitude to many people, without whom we could not have realized the international survey, Assoc. Prof. Dr. Katerina Gotzamani (University of Macedonia, Greece), Maria Gianni (University of Macedonia, Greece), Assist. Prof. Dr. T. Bartosz Kalinowski (University of Lodz, Poland), Prof. Dr. Hana Pačaiová (Technical University of Kosice, Slovakia), Dr. Anna Nagyová (Technical University of Kosice, Slovakia) and Onur Altekin (Turkey).
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Appendix A: Measurement Scales
Appendix A: Measurement Scales
The items marked with the symbol (*) were excluded from further analysis. The value in parenthesis for each retained item indicates the standardized factor loadings.
Sustainability Practices
Respondents were asked to indicate how much emphasis is placed on each of the following activities where 1 means totally disagree and 5 means totally agree.
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SU1: We incorporate the interests of key stakeholders (customers and suppliers) in our business decisions (0. 581)
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SU2: We incorporate the interests of employees in our business decisions (0. 641)
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SU3: We incorporate environmental concerns in our business decisions (0. 801)
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SU4: We minimize the environmental impact of all our organization’s activities (0. 785)
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SU5: We provide a safe and healthy working environment to all employees (0. 822)
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SU6: We emphasise the importance of our social responsibilities to the society (0. 797)
Physical asset management (consisted of 4 constructs, namely Risk Management, Performance Assessment, Life Cycle Management, Policy & Strategy).
Risk Management
Respondents were asked to indicate how much emphasis is placed on each of the following activities where 1 means totally disagree and 5 means totally agree.
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RM1: We embed risk into all activities which could affect assets performance (0.947)
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RM2: We analyse IT-system, business system, human resources, competence, etc. and address risk (0.799)
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RM3: We analyse operation, production, quality and logistic process and address risk (0.792)
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RM4: We perform risk assessment in order to minimize business losses (0.767)
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RM5: Risk management is an integrated part of asset management strategy (0.756)
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RM6: We analyse equipment failure causes and effects to address risk (0.657)
Performance Assessment
Respondents were asked to indicate how much emphasis is placed on each of the following activities where 1 means totally disagree and 5 means totally agree.
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PA1: We exploit asset history to enhance asset knowledge (0.848)
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PA2: We regularly review overall effectiveness of asset management activities (0.830)
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PA3: We undertake benchmarking to support asset management activities (0.813)
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PA4: We monitor key performance indicators (KPIs) to verify the achievement of organization’s asset management goals (0.812)
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PA5: We proactively pursue continuous improvement of asset management activities (0.721)
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PA6: Company collects and analyses data related to asset management activities (0.681)
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PA7: We regularly review overall efficiency of asset management activities (0.673)
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PA8: We exploit information systems to support asset management activities (ERP, CMMS, AMS, or similar ones) (0.584)
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PA9: We monitor condition of critical assets (0.567)
Life cycle Management
Respondents were asked to indicate how much emphasis is placed on each of the following activities where 1 means totally disagree and 5 means totally agree.
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LM1: We continuously modernise our assets in accordance with our renewing/revision plans (0.874)
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LM2: We continuously rationalise our assets to reduce production cost (0.866)
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LM3: We assure quality of our assets during the whole life cycle phases (0.582)
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LM4: We assure execution of maintenance processes within all assets’ life cycle phases (0.581)
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LM5: We execute disposal of assets in accordance with the asset management plan (0.573)
Policy & Strategy
Respondents were asked to indicate how much emphasis is placed on each of the following activities where 1 means totally disagree and 5 means totally agree.
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PS1: We execute asset management strategy (0.624)
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PS2: We undertake analyses of asset management policy to determine future production capacity (0.468)
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PS3: We apply asset management policy (0.822)
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PS4: We develop asset management objectives (0.463)
Operational Performance
Respondents were asked to select the number (on a 5 point Likert scale) that accurately reflects the extent of their organization’s overall performance over the last three years on each of the following.
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OP1: Flexibility to change product mix has improved during the last 3 years (0.826)
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OP2: Percentage of internal scrap and rework has decreased during the last 3 years (0.813)
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OP3: On-time delivery performance has improved during the last 3 years (0.806)
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OP4: Cost of poor quality has decreased during the last 3 years (0.780)
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OP5: Average lead time (from order to delivery) has improved during the last 3 years (0.765)
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OP6: The production volume has increased during the last 3 years (0.550)
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OP7: Unit cost of manufacturing has decreased during the last 3 years (0.541)
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Maletič, D., Maletič, M., Al-Najjar, B., Gomišček, B. (2019). Examination of the Mediating Effects of Physical Asset Management on the Relationship Between Sustainability and Operational Performance. In: Hamrol, A., Grabowska, M., Maletic, D., Woll, R. (eds) Advances in Manufacturing II. MANUFACTURING 2019. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-17269-5_3
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