Latin American and Caribbean Consortium of Engineering Institutions
"Igniting the Spark of Innovation: Emerging Trends, Disruptive Technologies, and Innovative Models for Business Success"
Proceedings of the 3rd LACCEI International Multiconference on Entrepreneurship, Innovation and Regional Development (LEIRD 2023)
Virtual Edition
December 4-6, 2023
Conference Proceedings
General Conference Chair
Claudio Camilo Gonzalez, Ph.D.
Technical Chairs
Full Papers Chair and Work in Progress Chair
Jose Texier, Ph.D. - LACCEI, US
Student Papers Chair
Libis del Carmen Valdez, Ph.D. - Fundacion Universitaria Antonio de Arevalo - UNITECNAR, CO
Technical co-Chairs
Mg. Acuña Hereira, Yisselle (CO)
Ph.D. Acuña-Pinaud, Luis (PE)
Mg. Adriazola Corrales, Pascual Heradio (PE)
Ph.D. Aguilar Aragón, Nancy Deifilia (PE)
Mg. Albarran Taype, Rossmery (PE)
Mg. Albrieu, Eliana (AR)
Ph.D. Alcalá Adrianzén, Miguel Enrique (PE)
Ph.D. Algoner Jorge, William Celestino (PE)
Ph.D. Alhusban, Abdallah Omar (JO)
Mg. Alva Huapaya, Carlos Alberto (PE)
Mg. Alvarado Lavado, Haydee Roxana (PE)
Ph.D. Alzamora De Los Godos Urcia, Luis Alex (PE)
Eng. Ana Haydee, Di Iorio (AR)
Ph.D. Aragon, Lucy Gabriela (PE)
Eng. Arango Marin, Jaime Antero (CO)
Ph.D. Arauz, Rita (PA)
Ph.D. Arbulú Ballesteros, Marco Agustín (PE)
Eng. Arduino, Guillermo (AR)
Ph.D. Ariel, Grey (PA)
Ph.D. Arraut, Luis Carlos (CO)
Mg. Arroyo, Luis Alberto (AR)
Ph.D. Arroyo Ulloa, Maximiliano (PE)
Ph.D. Atkinson, John (CL)
Eng. Ayala, Evadil (CL)
Mg. Ayala Guatusmal, Liliana (CO)
Mg. Baca, Marcos (PE)
Ph.D. Benito, Patricia Inés (AR)
Eng. Bentin, Marcela Paola (AR)
Ph.D. Bernal-Olvera, Juan Victor (MX)
Eng. Bernard, Michaens (US)
Ph.D. Bernardo Santiago, Grisi (PE)
Ph.D. Bernardo Santiago, Madelaine (PE)
Mg. Boñón, Cesia (PE)
Mg. Bolivar, Astrid (CO)
Ph.D. Bollati, Verónica (AR)
Ph.D. Bullón Solís, Omar (PE)
Ph.D. Burbano González, Clara Lucia (CO)
Mg. Burgos Lopez, Maria Yolanda (MX)
Mg. Calderón Carrillo, José Iván (PE)
Mg. Caliva, Maria Del Pilar (AR)
Ph.D. Calvanapon, Alicia (PE)
Mg. Campos Vasquez, Nilson Deonil (PE)
Mg. Campos Vasquez, Neicer (PE)
Eng. Canales Escalante, Carlos Andres (PE)
Ph.D. Canavesio, María De Las Mercedes (AR)
Eng. Cardenas, Luis (PE)
Ph.D. Carhuancho Mendoza, Irma Milagros (PE)
Eng. Carrillo, Carla Daniela (AR)
Ph.D. Carrillo Carranza, Liliana Beatriz (PE)
Ph.D. Carrizo, Nancy Alejandra (AR)
Eng. Castillo Landínez, Sandra Patricia (CO)
Ph.D. Castillo Martinez, Williams Esteward (PE)
Mg. Ccanccapa Puma, Joel (PE)
Mg. Cenas Chacón, Fernando Ysmael (PE)
Ph.D. Cervera-Quintero, Jenny (CO)
Eng. Chavez Muñoz, Pastor David (PE)
Ph.D. Chikhani, Angela Sagrat (VE)
Mg. Chuchuca Aguilar, Fidel Vladimir (EC)
Ph.D. Coello Ojeda, Karín Elizabeth (EC)
Mg. Cohen Padilla, Harold Enrique (CO)
Ph.D. Conde, Sergio Daniel (AR)
Ph.D. Contreras Ortiz, Sonia Helena (CO)
Eng. Cordero, Bernardo (EC)
Mg. Corrales Riveros, Cesar Augusto (PE)
Ph.D. Cotrina Teatino, Marco Antonio (PE)
Mg. Criado Davila, Yvette Vanessa (PE)
Ph.D. Cruz Salinas, Luis Edgardo (PE)
Ph.D. Cruzado Vasquez, Diana (PE)
Mg. Cupare Castro, Otaiza (VE)
Ph.D. Daniela Milagros, Anticona Valderrama (PE)
Mg. Darwin, Barahona (HN)
Ph.D. De Bortoli, Mario Eduardo (AR)
Mg. De La Cruz Luján, José Milton (PE)
Eng. Duarte Rueda, Adolfo (CO)
Eng. Durán, Federico (MX)
Mg. Elorza-López, Neftali (MX)
Eng. Erck, Isolda Mercedes (AR)
Ph.D. Espejo Peña, Dennis Alberto (PE)
Mg. Espinal, Anael (HN)
Mg. Faesarella, Ivete (BR)
Ph.D. Falconí, Rodolfo (PE)
Ph.D. Fernández-Bedoya, Víctor Hugo (PE)
Mg. Fernandez, Jesus Martin (PE)
Mg. Figueredo Luna, John Alejandro (CO)
Ph.D. Flores, Edward (PE)
Ph.D. Flores Fernández, Mileydi (PE)
Mg. Flores Lezama, Marilú Trinidad (PE)
Mg. Florian Castillo, Odar Roberto (PE)
Ph.D. Forcael, Eric (CL)
Ph.D. Fossatti Carrillo, Anibal (PA)
Mg. Galleguillos, Leticia (CL)
Eng. Gapinski, Andy (US)
Ph.D. Garcés Polo, Siby Inés (CO)
Mg. García Rojas, Juan David (CO)
Eng. García-Arango, David Alberto (CO)
Ph.D. Garcia, Silvia Beatriz (AR)
Mg. Garcia Medina, Maria Angelica (CO)
Mg. Garvizu Auza, Vidfa Carolina (BO)
Eng. Garzón Saenz, Hernando (CO)
Ph.D. Goenaga-Jimenez, Miguel (PR)
Mg. González, Claudio Camilo (CO)
Mg. González Sanabria, Juan Sebastian (CO)
Ph.D. González Vásquez, Joe Alexis (PE)
Mg. Gonzales Abanto, Wilson Alcides (PE)
Ph.D. Gonzalez, Liliana (CO)
Ph.D. Gonzalez Jaramillo, Victor Hugo (EC)
Ph.D. Grados Gamarra, Juan Herber (PE)
Eng. Guillén Sheen, Tulio Edgar (PE)
Eng. Gutiérrez Ascón, Jaime Eduardo (PE)
Ph.D. Henríquez Díaz, Gloria (CL)
Ph.D. Hernández Bieliukas, Yosly (VE)
Mg. Hernandez, Edwin (DO)
Ph.D. Hernandez-Rodriguez, Felipe (MX)
Ph.D. Huamani Huamaní, Gloria Teresita (PE)
Mg. Huaricallo Vilca, Yvan (PE)
Ph.D. Isabel Rivera, Mirna (HN)
Ph.D. Jayaram, Vivekananda (US)
Eng. Jiménez-Placer, Gustavo (AR)
Mg. Jovanovic Aguirre, Jvan (PE)
Ph.D. Lara Prieto, Vianney (MX)
Mg. León, Mabel (PE)
Mg. León Chávarri, Claudia Carolina (PE)
Mg. León León, Ryan Abraham (PE)
Ph.D. León Sosa, Sandra Elizabeth (MX)
Mg. Leon, Paula (AR)
Ph.D. Leon-Velarde, Cesar Gerardo (PE)
Mg. Linares Guerrero, Melva (PE)
Ph.D. Lorán Butrón, Andres Roberto (US)
Ph.D. Méndez Gutiérrez, Leidy Lucia (PE)
Mg. Maguiña Geronimo, Giovanny Boris (PE)
Ph.D. Malpartida Gutiérrez, Jorge Nelson (PE)
Ph.D. Múnera-Tangarife, Rubén Darío (CO)
Mg. Martínez Campo, Sergio Daniel (CO)
Mg. Martínez Reyes, Obed Humberto (HN)
Ph.D. Martez, Nuvia Gisela (PA)
Mg. Marzuki, Mohammad Al Bukhari (MY)
Ph.D. Massaro, Fernando (AR)
Ph.D. Mayorga, Carlos (EC)
Mg. Maza Chumpitaz, Angela (PE)
Eng. Medina, Oscar Carlos (AR)
Ph.D. Medina, Yaritza (PR)
Mg. Mejia Ayala, Desmond (PE)
Mg. Mendoza Castillo, Alvaro Larry Luis Felipe (PE)
Mg. Mendoza Ocaña, Carlos Enrique (PE)
Eng. Merchán Rubiano, Sandra Milena (CO)
Mg. Meza-Zamata, Jessica (PE)
Ph.D. Miguelena, Ramfis (PA)
Ph.D. Montero-Prado, Pablo (PA)
Ph.D. Montoya-Noguera, Silvana (CO)
Ph.D. Moore Torres, Rosa Karol (PE)
Ph.D. Moreno López, Gustavo Alberto (CO)
Mg. Moreno Molano, Sonia Ximena (CO)
Ph.D. Morris, Lloyd (CO)
Eng. Moscoso Cuaresma, Julio Ricardo (PE)
Eng. Muñoz Villalobos, Kiara Xiomara (PE)
Ph.D. Navarrete Fernández, Angel Custodio (MX)
Mg. Navas Gotopo, Soratna Veronica (PE)
Mg. Nieto, Laura (CO)
Mg. Ninaquispe Soto, Mario Edison (PE)
Ph.D. Ninaquispe Zare, Viviano Paulino (PE)
Eng. Obregon, Rafael (US)
Mg. Ochoa-Duarte, Alexei Gabriel (CO)
Mg. Ogosi Auqui, José Antonio (PE)
Mg. Ojeda Caicedo, Vilma Viviana (CO)
Mg. Olórtegui Alcalde, Luis Miguel (PE)
Eng. Ordoñez-Avila, Jose Luis (HN)
Mg. Ortega Arrieta, Aquiles Dionisio (CO)
Ph.D. Páez Pino, Adriana Cecilia (CO)
Ph.D. Pérez Samanamud, Miguel Vladimir (PE)
Ph.D. Pérez-Aguilar, Daniel Alexis (PE)
Ph.D. Pacheco, Marquidia (MX)
Eng. Pagan-Trinidad, Ismael (PR)
Mg. Palomares Ruíz, María Blanca Elizabeth (MX)
Ph.D. Panez - Bendezú, Miguel Humberto (PE)
Mg. Panibra Flores, Oscar (PE)
Mg. Parlapalli, Vidyasagar (US)
Mg. Pascal, Guadalupe (AR)
Ph.D. Patiño-Pérez, Darwin Guillermo (EC)
Mg. Peña, Odilia (MX)
Eng. Peña-Pollastri, Maria (AR)
Mg. Pedroza Barrios, Patty (CO)
Ph.D. Pelayo López, Jorge Arturo (MX)
Ph.D. Peralta, Juan (EC)
Mg. Perdomo, Maria Elena (HN)
Ph.D. Perduca, Martina Juliana (AR)
Ph.D. Perez-Soltero, Alonso (MX)
Eng. Pincay Sancan, David Richard (EC)
Eng. Polanco Contreras, Ramiro Hernan (CO)
Eng. Prado Andrade, Edson Jamir (PE)
Mg. Puerta Guardo, Fabio Andrés (CO)
Ph.D. Quinto Huamán, Carlos (PE)
Ph.D. Quiroz-Flores, Juan-Carlos (PE)
Eng. Rada Mendoza, Sabina Edith (CO)
Ph.D. Ramírez, Lidia (MX)
Ph.D. Ramírez Sáenz Soto, Carmen (PE)
Mg. Ramirez Garcia, Juan Camilo (CO)
Mg. Ramos Cutipa, Jose Manuel (PE)
Eng. Regalado, Marck Steewar (PE)
Mg. Rettally Vargas, Ana Del Carmen (HN)
Ph.D. Reyes, Gary (EC)
Ph.D. Rivera, Mayra (MX)
Mg. Rivera Velasco, Diana Carolina (CO)
Ph.D. Rodríguez Alza, Miguel Angel (PE)
Mg. Rodríguez Castañeda, Yessenia Nathalí (PE)
Eng. Rodriguez, Jose (PA)
Mg. Rodriguez Carrillo, Sol Angel Alfredo (PE)
Ph.D. Rojas García, Jose Antonio (PE)
Mg. Romero Ízaga, Carlos José (PE)
Mg. Romero Escalante, Victor Fabian (PE)
Ph.D. Romero Robles, Laura Eugenia (MX)
Ph.D. Rosas, Karina (PE)
Ph.D. Rossainz López, Mario (MX)
Ph.D. Ruiz Salazar, Jenny Maria (PE)
Ph.D. Ruiz-Cantisani, Maria Ileana (MX)
Mg. Sánchez-Gómez, Juan-Sebastián (CO)
Mg. Salas, Rosa (PE)
Ph.D. Salas Redondo, Caterin (FR)
Ph.D. Salazar De Morris, Olga Jasmin (CO)
Mg. Saldana Milla, Fernando (PE)
Ph.D. Sanchez Pimentel, Janett Isabel (PE)
Mg. Sandra Liliana, Rojas Martínez (CO)
Ph.D. Santiago, Jaime (PR)
Mg. Sarmiento, Carolina (CO)
Eng. Saucedo Estrada, Hael Karina (BO)
Mg. Serna Landivar, José Luis (PE)
Mg. Silva Chuquipoma, Diego Honorato (PE)
Eng. Silveyra Saenz, Gerardo Amador (MX)
Ph.D. Simpalo Lopez, Wilson Daniel (PE)
Mg. Solano Pelaez, Orisnela (PR)
Ph.D. Soto Abanto, Segundo Eloy (PE)
Ph.D. Soto Hernández, Ana María (MX)
Mg. Stay, David (EC)
Eng. Suarez Torres, Betty Lizby (PE)
Ph.D. Taboada Álvarez, Jorge Enrique (CO)
Mg. Tejeda, Santa (MX)
Ph.D. Texier, Jose (US)
Eng. Then Luna, Reymi (DO)
Ph.D. Tibaquira, Juan (CO)
Eng. Tonini, Walter René (AR)
Ph.D. Toriz, Elizabeth (MX)
Mg. Tornillo, Julián E. (AR)
Ph.D. Toro, Yury (PE)
Mg. Trevino, Ana (MX)
Ph.D. Trujillo Aguilera, F David (ES)
Eng. Trujillo Valdiviezo, Guido (PE)
Ph.D. Uribe-Hernandez, Yrene Cecilia (PE)
Ph.D. Valderrama Puscan, Marlon (PE)
Ph.D. Valderrama-Marquina, Noe (PE)
Ph.D. Valdez Cervantes, Libis Del Carmen (CO)
Ph.D. Valero Palomino, Fiorella Rocío (PE)
Mg. Valladares Patiño, Ana Gabriela (EC)
Ph.D. Valverde, Jhonny (PE)
Mg. Vargas Contreras, Jesús Alberto (VE)
Ph.D. Vargas Merino, Jorge (PE)
Ph.D. Vargas Pérez, Laura Silvia (MX)
Ph.D. Varon, Milton (CO)
Ph.D. Vega Huerta, Hugo (PE)
Eng. Vera, Christian (EC)
Ph.D. Vera Alvarado, Jorge Wilfredo (PE)
Ph.D. Vera Calmet, Velia Graciela (PE)
Eng. Vera Castillo, Angie Elian (PE)
Mg. Vera Rizzo, Gina (CO)
Eng. Villa, Jose L. (CO)
Eng. Villalba, Karen (AR)
Eng. Vivas Cuellar, Magali Camila (PE)
Ph.D. Yasinski, Sonia Ester (AR)
Mg. Zafra Rodriguez, Cristian Alejandro (CO)
Ph.D. Zambrano, Jusmeidy (AR)
Eng. Zanzzi, Fabricio (EC)
Ph.D. Zeta Vite, Adolfo (PE)
Eng. Zorto-Aguilera, Fernando José (HN)
Proceeding Editors
Maria M. Larrondo Petrie, Ph.D., Florida Atlantic University, US
Jose Texier, Ph.D., LACCEI, US
Rodolfo Andrés Rivas Matta, Florida Atlantic University, US
"Igniting the Spark of Innovation: Emerging Trends, Disruptive Technologies, and Innovative Models for Business Success":
Proceedings of the 3rd LACCEI International Multiconference on Entrepreneurship, Innovation and Regional Development (LEIRD 2023)
M. M. Larrondo Petrie, J. Texier
Buenos Aires, 18-21 July 2023. Fundacion LACCEI, Bogota, DC, Colombia, 2023
ISBN: 978-628-95207-7-4
ISSN: 2414-6390
LACCEI - Latin American and Caribbean Consortium of Engineering Institutions
https://www.laccei.org