Manuel Valdano

Dr. Manuel Valdano

orcid

Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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24 June 2023 in Accident Analysis & Prevention
Verified
Journal Article
Open access
MVManuel Valdano
Manuel Valdano
Jesus Ramon Jimenez-OctavioJesus Ramon Jimenez-Octavio
Jesus Ramon Jimenez-Octavio
FLFrancisco J. Lopez-Valdes
Francisco J. Lopez-Valdes
Contemporary research has pointed out that while newer cars are contributing to the decrease of AIS2+ and AIS3+ injuries in several body regions, this effect is not shown for thoracic injuries like rib or sternal fractures. The objective of this study is to assess the effectiveness of advanced seat belt systems incorporating pre-tensioners and load limiters in the prevention of fatal, AIS2+ and AIS3+ injuries overall and then focus only on the head-face-neck and thoracic areas. Data from the NASS CDS database between 2000 and 2015 was augmented with specific vehicle information taken from NHTSA's NCAP tests to identify the characteristics of the seat belt of each vehicle involved in a collision. Multivariate logistic regressions were developed to assess the likelihood of injuries for belted front seat occupants in frontal impacts. The presence of pre-tensioners and load limiters with a low load limiter (<4.5 kN) was significantly associated with a decreased risk of fatal and AIS3+ in the whole body (OR = 0.31 (p < 0.05) and OR = 0.70 (p < 0.1)), while high load limiters were significant in the prevention of fatal injuries (OR = 0.42). These effects should be considered always in combination with the delta-v of the collision, as the interaction term between delta-v and advanced seat belt features was significant. In the crashes considered, the model predicted a higher risk of injury for women compared to men, controlling for other occupant and crash factors. Impacts with a slightly oblique component increased the risk of injury compared to pure frontal impacts. After controlling for the presence of pre-tensioners and load limiters, the vehicle model year variable was found to be insignificant in any of the regression models. This study shows that the real-world effectiveness of advanced seat belts still requires further analysis. Other effects like age or impact direction might be more influential in the injury outcome than these seat belt features.

23 February 2024 in Results in Engineering
Verified
Journal Article
Open access
JAJuan M. Asensio-Gil
Juan M. Asensio-Gil
Jesus Ramon Jimenez-OctavioJesus Ramon Jimenez-Octavio
Jesus Ramon Jimenez-Octavio
ACAlberto Carnicero
Alberto Carnicero
MVManuel Valdano
Manuel Valdano
DGDiego Guzman
Diego Guzman
FLFrancisco J. Lopez-Valdes
Francisco J. Lopez-Valdes

1 February 2026 in Eng
Verified
Journal Article
Open access
PDF file
STSophia K. Tushak
Sophia K. Tushak
MVManuel Valdano
Manuel Valdano
JKJason R. Kerrigan
Jason R. Kerrigan
FLFrancisco Jose Lopez-Valdes
Francisco Jose Lopez-Valdes
This computational study examined how variations in the seatback angle of two generic child restraint systems (CRSs) affect spinal loading in young occupants (1.5 YO and 3 YO) during frontal impacts, performed according to the specifications included in UNECE R129. CRS seatback angle dictates torso recline, which in turn influences head, chest, and spine kinematics and loading. While manufacturers typically recommend 30–45° for rear-facing CRSs and an upright position for forward-facing CRSs, little is known about the biomechanical implications of deviating from these guidelines. Using PIPER human body models representing a 1.5-year-old in a rear-facing CRS and a 3-year-old in a forward-facing CRS, simulations were performed under UN-R129 frontal impact conditions. The seatbacks were rotated 5° and 10° more upright or reclined relative to the nominal angle, with occupants restrained by a five-point harness and CRSs secured with ISOFIX, top tether, or three-point belt. The results showed that reclined configurations generally increased the predictions of spinal loading (forces and/or moments) given by the PIPER model, while nominal or more upright angles reduced loads, particularly in the lumbar spine of the 3-year-old model. Overall, the study highlights how computational tools can guide CRS design improvements to optimize spinal protection and enhance child safety beyond current regulatory requirements.

4 August 2026 in Traffic Injury Prevention
Verified
Journal Article
Closed access
FLFrancisco Jose Lopez-Valdes
Francisco Jose Lopez-Valdes
EJEma Jokubaityte
Ema Jokubaityte
MVManuel Valdano
Manuel Valdano
CGCarlos Rodríguez-Morcillo García
Carlos Rodríguez-Morcillo García
CRCarlos J. Carpintero Rubio
Carlos J. Carpintero Rubio
JJJesús R. Jimenez-Octavio
Jesús R. Jimenez-Octavio
Over the last 10 years, several studies have explored the potential risk associated with adopting more relaxed positions within the vehicle by modifying the inclination of the seat pan, the seat ba...

7 August 2026 in Traffic Injury Prevention
Verified
Journal Article
Closed access
MVManuel Valdano
Manuel Valdano
SRS. Roka
S. Roka
OMO. Martinez
O. Martinez
FLFrancisco Jose Lopez-Valdes
Francisco Jose Lopez-Valdes
Road traffic accidents involving buses and coaches, although relatively infrequent, raise significant safety concerns due to the potential impact on a large number of passengers (Jamroziak et al. 2...