Preliminary Construct of Sustainable Product Development with a Focus on the Brazilian Reality: A Review and Bibliometric Analysis

Lourenço, Franciele; Nara, Elpidio Oscar Benitez; Gonçalves, Marcelo Carneiro; Canciglieri Junior, Osiris

doi:10.1007/978-3-031-34436-7_12

Cited by 4 publications

(11 citation statements)

References 67 publications

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“…In conclusion, the results of this research not only provide practical insights to the company but also enrich the literature by exploring innovative interdisciplinary approaches to optimize production planning [15][16] [17]. The continued pursuit of greater robustness and the continued application of these approaches can give the organization a lasting competitive advantage, enhancing its operational effectiveness and ability to make informed decisions more efficiently [18].…”

Section: Discussionmentioning

confidence: 91%

Application of a production planning model based on linear programming and machine learning techniques

Vaz,

Gonçalves,

Dias

et al. 2024

ITEGAM

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The absence of efficient optimization methods combined with Artificial Intelligence concepts has led to inefficiencies and high costs in the production planning of organizations. Thus, this study aims to optimize production planning in an electronic equipment company, using Linear Programming and Machine Learning to support assertive and efficient decisions. The methodological process comprises seven stages: Literature review; Collection and analysis of production data; Application of Machine Learning methods for modelling; Selection of the best model; Development and application of the Linear Programming model; Analysis of results; Validation with stakeholders. The approach resulted in optimized production planning, capable of reducing operating costs and assisting in the daily decision-making of the organization. The Machine Learning forecasting technique achieved an average error of 9%, demonstrating its accuracy in forecasting future demand. This study evidences a robust and promising approach to improve efficiency and effectiveness in production planning operations. In this context, the union between Operations Research and Machine Learning emerges as a response to existing gaps and a driving direction for continuously optimizing these crucial processes.

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Section: Discussionmentioning

confidence: 91%

Application of a production planning model based on linear programming and machine learning techniques

Vaz,

Gonçalves,

Dias

et al. 2024

ITEGAM

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“…We also provide information on how specific Organizational Environment and Organizational architecture practices can be integrated into Decision-Making, enabling managers to make informed decisions based on their strategic objectives [75,76]. This synergy between Organizational Environment and Organizational architecture practices offers valuable insights for process managers who seek to obtain better results in Decision Making [77,78].…”

Section: Discussionmentioning

confidence: 99%

The Link between Environment and Organizational Architecture for Decision-Making in Educational Institutions: A Systemic Approach

Serra,

Gonçalves,

Bortoluzzi

et al. 2024

Sustainability

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Numerous organizations employ decision-making processes to support operational activities; however, decisions and mistakes can significantly impact Market Performance (MP) due to the oversight of organizational architecture and the environment. This becomes particularly critical in the realm of strategic management, where improper practices and a lack of management understanding can lead to substantial losses. Hence, a systemic investigation was undertaken to explore the repercussions of not adopting such an approach concerning organizational architecture and the environment. Employing a quantitative analysis via hierarchical regression involving Confirmatory Factor Analysis and Ordinary Least Squares, using data gathered from a survey encompassing 134 collaborators from Brazilian Federal Universities. The findings show that the organizational environment positively impacts decision-making, leading to better MP. Additionally, organizational architecture partially mediates the link between the organizational environment and decision-making. Remarkably, national literature lacked research combining Student Assistance Program (PNAES) actions with MP improvement to assess Brazilian Federal Universities’ effectiveness.

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“…Our literature review, carried out in the article by [16], on how the areas of sustainability, the PDP, and the LCA contribute to an increase in market performance, showed that the literature still lacks a framework that relates these areas using a systemic approach.…”

Section: Hypotheses Developmentmentioning

confidence: 99%

“…In this way, it is possible to obtain relevant insights to improve market performance in companies by analyzing different areas together. In this work, we opted for a theoretical lens for this systemic approach due to the objective of this Sustainability 2024, 16, 4207 2 of 30 study, which is to consider different topics of research such as the Product Development Process, Life-Cycle Assessment, and sustainability.…”

Section: Introductionmentioning

confidence: 99%

“…As a contribution, it was possible to verify how the area of sustainability, integrated with the PDP and the LCA, can contribute to improved market performance for banana producers. Moreover, a preliminary study was carried out by [16], who carried out a systematic review of the literature to verify relevant papers that addressed the themes of sustainability, the Life-Cycle Assessment (LCA), and the Product Development Process (PDP) using a construct technique. As a result, no study was found for these topics, thus a gap in the literature was established for carrying out the research.…”

Section: Introductionmentioning

confidence: 99%

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A Systemic Approach to the Product Life Cycle for the Product Development Process in Agriculture

Lourenço,

Gonçalves,

Canciglieri Júnior

et al. 2024

Sustainability

Self Cite

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For a long time, a company’s Product Development Process (PDP) was seen as supporting the operations department, although PDP decisions and mistakes have a considerable impact on market performance. This is critical even in agriculture where bad habits and practices in the PDP can lead rural producers to great losses. Therefore, this research investigates the effect of the PDP on the market performance of rural products (bananas) in the southern region of Brazil, based on two analyses: (i) how sustainability practices support the PDP phases and (ii) how the phases of the Product Life Cycle Assessment (LCA) mediate sustainability practices and PDP phases. This study presents a quantitative analysis using Confirmatory Factor Analysis (CFA) and hierarchical ordinary least squares (OLS) regression of data obtained from a survey of 110 rural producers who directly participate in the banana production and planning process in southern Brazil. Our results show that sustainability practices support the PDP, and we confirm that the product development and post-development phase has an effect on market performance. In addition, we identify that in the pre-development phase of the PDP, dealing with rural products (bananas), the maturity stage of the LCA mediates sustainability. In the PDP development phase, we conclude that rural families who develop economic and environmental practices with their products, which are in the market growth phase may have reduced results. As for the post-development phase of the PDP, we conclude that when companies invest in environmental and social practices, there is a complete mediation of the effect, where these practices lose strength if the product is in the introductory and maturity phases in the market. In an original matter, our study contributes to demonstrating the value of the product life cycle for the Product Development Process in agriculture using sustainability practices through a systemic approach, filling the gap in the literature due to a lack of integrated research on these areas seen.

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Preliminary Construct of Sustainable Product Development with a Focus on the Brazilian Reality: A Review and Bibliometric Analysis

Cited by 4 publications

References 67 publications

Application of a production planning model based on linear programming and machine learning techniques

Application of a production planning model based on linear programming and machine learning techniques

The Link between Environment and Organizational Architecture for Decision-Making in Educational Institutions: A Systemic Approach

A Systemic Approach to the Product Life Cycle for the Product Development Process in Agriculture

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