TY - JOUR
T1 - The quintuple helix of innovation model and the sdgs
T2 - Latin-American countries’ case and its forgotten effects
AU - Barcellos-Paula, Luciano
AU - De la Vega, Iván
AU - Gil-Lafuente, Anna María
N1 - Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2021/2/2
Y1 - 2021/2/2
N2 - The sustainable development of countries is associated with a set of actions that must be implemented in the long term. In this process, society must be a valid partner in the decisions that are made. Studies show the interrelationship between the Sustainable Development Goals (SDGs), which increases uncertainty and makes decision-making more difficult. On the other hand, the Quintuple Helix of Innovation Model (QHIM) provides an analytical framework to explain the sys-tems’ interactions. The motivation of the study lies in knowing the relationships between the variables that affect SDGs. The manuscript aims to broaden the discussion on sustainable development and propose two models to support decision making. The first one suggests 20 indicators linked to the QHIM with the SDGs in Latin American countries. The second identifies the forgotten effects through the application of a Fuzzy Logic algorithm. The main contribution is to know these effects and to support decision-making. The research carried out can be classified as applied, with the ex-planatory objective and the combined approach (quantitative-qualitative), modeling and simula-tion, and case study methods. The QHIM results indicate that Chile leads the ranking, followed by Brazil, Mexico, Peru, and Colombia. Also, it reveals the importance of correctly identifying cause-effects by seeking harmony between systems. A limitation would be the number of variables used. The study indicates promising lines of research.
AB - The sustainable development of countries is associated with a set of actions that must be implemented in the long term. In this process, society must be a valid partner in the decisions that are made. Studies show the interrelationship between the Sustainable Development Goals (SDGs), which increases uncertainty and makes decision-making more difficult. On the other hand, the Quintuple Helix of Innovation Model (QHIM) provides an analytical framework to explain the sys-tems’ interactions. The motivation of the study lies in knowing the relationships between the variables that affect SDGs. The manuscript aims to broaden the discussion on sustainable development and propose two models to support decision making. The first one suggests 20 indicators linked to the QHIM with the SDGs in Latin American countries. The second identifies the forgotten effects through the application of a Fuzzy Logic algorithm. The main contribution is to know these effects and to support decision-making. The research carried out can be classified as applied, with the ex-planatory objective and the combined approach (quantitative-qualitative), modeling and simula-tion, and case study methods. The QHIM results indicate that Chile leads the ranking, followed by Brazil, Mexico, Peru, and Colombia. Also, it reveals the importance of correctly identifying cause-effects by seeking harmony between systems. A limitation would be the number of variables used. The study indicates promising lines of research.
KW - Forgotten Effects Theory
KW - Fuzzy Logic
KW - Knowledge systems
KW - Latin America
KW - SDGs
KW - Sustainability
KW - The Quintuple Helix of Innovation Model
UR - http://www.scopus.com/inward/record.url?scp=85101866494&partnerID=8YFLogxK
U2 - 10.3390/math9040416
DO - 10.3390/math9040416
M3 - Article
AN - SCOPUS:85101866494
SN - 2227-7390
VL - 9
SP - 1
EP - 24
JO - Mathematics
JF - Mathematics
IS - 4
M1 - 416
ER -