Relevant bibliographies by topics / Pre-deployment

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  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
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Academic literature on the topic 'Pre-deployment'

Author: Grafiati
Published: 10 May 2025

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Journal articles on the topic "Pre-deployment"

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Nissen, Lars R., Karen-Inge Karstoft, Mia S. Vedtofte, Anni B. S. Nielsen, Merete Osler, Erik L. Mortensen, Gunhild T. Christensen, and Søren B. Andersen. "Cognitive ability and risk of post-traumatic stress disorder after military deployment: an observational cohort study." BJPsych Open 3, no. 6 (November 2017): 274–80. http://dx.doi.org/10.1192/bjpo.bp.117.005736.

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BackgroundStudies of the association between pre-deployment cognitive ability and post-deployment post-traumatic stress disorder (PTSD) have shown mixed results.AimsTo study the inflence of pre-deployment cognitive ability on PTSD symptoms 6–8 months post-deployment in a large population while controlling for pre-deployment education and deployment-related variables.MethodStudy linking prospective pre-deployment conscription board data with post-deployment self-reported data in 9695 Danish Army personnel deployed to different war zones in 1997–2013. The association between pre-deployment cognitive ability and post-deployment PTSD was investigated using repeated-measure logistic regression models. Two models with cognitive ability score as the main exposure variable were created (model 1 and model 2). Model 1 was only adjusted for pre-deployment variables, while model 2 was adjusted for both pre-deployment and deployment-related variables.ResultsWhen including only variables recorded pre-deployment (cognitive ability score and educational level) and gender (model 1), all variables predicted post-deployment PTSD. When deployment-related variables were added (model 2), this was no longer the case for cognitive ability score. However, when educational level was removed from the model adjusted for deployment-related variables, the association between cognitive ability and post-deployment PTSD became significant.ConclusionsPre-deployment lower cognitive ability did not predict post-deployment PTSD independently of educational level after adjustment for deployment-related variables.
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Pyne, Jeffrey M., Joseph I. Constans, Mark D. Wiederhold, Douglas P. Gibson, Timothy Kimbrell, Teresa L. Kramer, Jeffery A. Pitcock, et al. "Heart rate variability: Pre-deployment predictor of post-deployment PTSD symptoms." Biological Psychology 121 (December 2016): 91–98. http://dx.doi.org/10.1016/j.biopsycho.2016.10.008.

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Syed Sheriff, Rebecca, Miranda Van Hooff, Gin Malhi, Blair Grace, and Alexander McFarlane. "Childhood trauma and the impact of deployment on the development of mental disorder in military males." Psychological Medicine 50, no. 5 (April 5, 2019): 818–26. http://dx.doi.org/10.1017/s0033291719000655.

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AbstractBackgroundChildhood adversity is associated with mental disorder following military deployment. However, it is unclear how different childhood trauma profiles relate to developing a post-deployment disorder. We investigated childhood trauma prospectively in determining new post-deployment probable disorder.MethodsIn total, 1009 Regular male ADF personnel from the Australian Defence Force (ADF) Middle East Area of Operations (MEAO) Prospective Study provided pre- and post-deployment self-report data. Logistic regression and generalised structural equation modelling were utilised to examine associations between childhood trauma and new post-deployment probable disorder and possible mediator pathways through pre-deployment symptoms.ResultsThere were low rates of pre-deployment probable disorder. New post-deployment probable disorder was associated with childhood trauma, index deployment factors (combat role and deployment trauma) and pre-deployment symptoms but not with demographic, service or adult factors prior to the index deployment (including trauma, combat or previous deployment). Even after controlling for demographic, service and adult factors prior to the index deployment as well as index deployment trauma, childhood trauma was still a significant determinant of new post-deployment probable disorder. GSEM demonstrated that the association between interpersonal childhood trauma and new post-deployment probable disorder was fully mediated by pre-deployment symptoms. This was not the case for those who experienced childhood trauma that was not interpersonal in nature.ConclusionsTo determine the risk of developing a post-deployment disorder an understanding of the types of childhood trauma encountered is essential, and pre-deployment symptom screening alone is insufficient
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MARX, BRIAN P., SUSAN DORON-LAMARCA, SUSAN P. PROCTOR, and JENNIFER J. VASTERLING. "The influence of pre-deployment neurocognitive functioning on post-deployment PTSD symptom outcomes among Iraq-deployed Army soldiers." Journal of the International Neuropsychological Society 15, no. 6 (November 2009): 840–52. http://dx.doi.org/10.1017/s1355617709990488.

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AbstractThis study evaluated associations between pre-deployment neurocognitive performance and post-deployment posttraumatic stress disorder (PTSD) symptoms in a sample of deployed active duty Army soldiers. As part of a larger longitudinal study, each participant completed baseline measures of memory, executive attention, and response inhibition, and baseline and post-deployment self-report measures of PTSD symptom severity. Data were subjected to multiple regression analyses that examined associations between baseline neurocognitive performances and longitudinal PTSD symptom outcome. Results revealed that pre-trauma immediate recall of visual information was associated with post-deployment PTSD symptom severity, even after controlling for pre-deployment PTSD symptom levels, combat intensity, age, gender, and test-retest interval. There was also an interaction between pre-deployment PTSD symptom severity and pre-deployment immediate visual recall and verbal learning, indicating that neurocognitive performances were more strongly (and negatively) associated with residualized post-deployment PTSD symptoms at higher levels of pre-deployment PTSD symptoms. These findings highlight the potential role of pre-trauma neurocognitive functioning in moderating the effects of trauma exposure on PTSD symptoms.(JINS, 2009, 15, 840–852.)
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Brearley, Matt B. "Pre-deployment Heat Acclimatization Guidelines for Disaster Responders." Prehospital and Disaster Medicine 31, no. 1 (December 9, 2015): 85–89. http://dx.doi.org/10.1017/s1049023x15005476.

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AbstractIntroductionMinimal preparation time is a feature of responding to sudden onset disasters. While equipment and supplies are prepared for deployment at short notice, less is known of the physical preparation of medical responders. With many disaster-prone areas classified as tropical regions, there is potential for responders to endure a combination of high ambient temperatures and relative humidity during deployment. Heat acclimatization, defined as the physiological and perceptual adaptations to frequent elevations of core body temperature (Tc), is a key strategy to improve tolerance of hot conditions by medical responders.MethodsPre-deployment heat acclimatization guidelines were developed based upon the duration of physical training and the subjective rate of perceived exertion (session RPE). An objective of individual training sessions was the perception of body temperature as warm to hot. The guidelines were implemented for Team Bravo (2nd rotation) of the Australian Medical Assistance Team (AusMAT) deployed to Tacloban, Philippines following Typhoon Haiyan in November 2013. The guidelines were distributed electronically five to seven days prior to deployment and were followed by a consultation. A group training session in hot conditions was undertaken prior to departure.ResultsThe AusMAT responders to utilize the guidelines were based in cool or temperate climates that required extra layers of clothing, training during warmer parts of the days, or warm indoor conditions to achieve session objectives. Responders reported the guidelines were simple to use, applicable to their varied training regimens, and had improved their confidence to work in the heat despite not completing the entire 14 day period.ConclusionThe pre-deployment heat acclimatization guidelines provided AusMAT responders the ability to quantify their physical training and promoted physiological adaptations to maximize health, safety, and performance during deployment. While maintaining year-round heat acclimatization is considered essential for medical responders, these guidelines may facilitate beneficial adaptations once notified of deployment.BrearleyMB. Pre-deployment heat acclimatization guidelines for disaster responders. Prehosp Disaster Med. 2016;31(1):85–89.
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Miller, K. E., E. M. Boland, E. A. Klingaman, and P. R. Gehrman. "0462 Identifying and Characterizing Insomnia Symptom Groups Across the Deployment Cycle in Current Army Soldiers." Sleep 43, Supplement_1 (April 2020): A177. http://dx.doi.org/10.1093/sleep/zsaa056.459.

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Abstract Introduction Most research conducted on insomnia and its development in military personnel focuses on cross-sectional data, precluding examination of the course of sleep changes over time. The present study characterized Army Soldiers based on insomnia symptom status trajectory from pre to post-deployment and explored baseline factors predictive of these trajectories in a sample of 7,245 soldiers across 3 Brigade Combat Teams. Methods Data were analyzed from the Army Study to Assess Risk and Resilience in Service members (STARRS)-All-Army Study (AAS) Pre Post Deployment Study, using surveys that captured 1-2 months pre-deployment, during deployment, and 6-months post-deployment. Insomnia symptom status was defined at each timepoint as insomnia symptoms that interfered with one or more domains of functioning at least some of the time in the past month. Theoretically-derived variables linked to sleep disturbance were selected as predictors of insomnia symptom trajectory and evaluated using a general linear selection model. Results Four trajectories characterized the majority of the sample: ‘good sleepers’ (no insomnia symptoms across time; 44.4%), ‘non-remitting new onset insomnia’ (no pre-deployment insomnia, developed insomnia symptoms during deployment that remained at 6 months; 22.8%), ‘deployment-only insomnia symptoms’ (no pre-deployment insomnia, developed insomnia during deployment but recovered by follow-up; 12.8%), and ‘chronic insomnia’ (insomnia both pre- and post-deployment; 7.4%). Several pre-deployment factors predicted insomnia trajectory, the strongest of which were past six-month attention deficit disorder symptoms, number of lifetime exposures to potentially traumatic events, and past month depression symptoms. Conclusion Insomnia is one of the most common reasons that military personnel seek behavioral health treatment and is associated with poorer military readiness. Better characterization and identification of insomnia symptoms over time can improve intervention during post-deployment transitions, particularly for those with new onset insomnia that does not remit. Support Cooperative agreement U01MH087981 (Department of the Army; U.S. Department of Health and Human Services, National Institutes of Health, National Institute of Mental Health); U.S. Department of Veterans Affairs, Clinical Science Research and Development-IK2CX001874-PI:Katherine E. Miller, IK2CX001501-PI:Elaine M. Boland; Rehabilitation Research and Development-1IK2RX001836-PI:Elizabeth A. Klingaman. The views expressed here are those of the authors and do not represent the Department of Veterans Affairs.
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Radue, C., and E. E. van Dyk. "Pre-deployment evaluation of amorphous silicon photovoltaic modules." Solar Energy Materials and Solar Cells 91, no. 2-3 (January 2007): 129–36. http://dx.doi.org/10.1016/j.solmat.2006.07.007.

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Levi-Belz, Y., and G. Zerach. "Moral Injury and Pre-Deployment Personality Factors as Contributors to Psychiatric Symptomatology among Combatants: A Two-Year Prospective Study." European Psychiatry 66, S1 (March 2023): S628. http://dx.doi.org/10.1192/j.eurpsy.2023.1307.

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IntroductionCombatants who are exposed to events which transgress deeply held moral beliefs might face lasting psychopathological outcomes, referred to as Moral Injury (MI). However, knowledge about pre-deployment factors which might moderate the negative consequences of MI is sparse.ObjectivesIn this prospective study, we examined pre-enlistment characteristics and pre-deployment personality factors as possible moderators in the link between exposure to potentially morally injurious events (PMIEs) and psychiatric symptomatology among Israeli active-duty combatants.MethodsA sample of 335 active-duty Israeli combatants participated in a 2.5-year prospective study with three waves of measurements (T1: 12 months before enlistment, T2: 6 months following enlistment- pre deployment, and T3: 18 months following enlistment- post deployment). Participants’ characteristics were assessed via semi-structured interviews (T1) and validated self-report measures of personality factors: emotional regulation, impulsivity, and aggression (T2) and combat exposure, PMIEs, psychiatric symptomology and post traumatic symptoms (T3) between 2019-2021.ResultsPre-enlistment psychiatric difficulties and negative life events contributed to higher exposure to PMIEs post deployment. Higher levels of pre-deployment aggression and lower levels of emotional regulation and impulsivity moderated the association between betrayal, PMIEs and psychiatric symptomology post deployment, above and beyond pre-enlistment psychiatric difficulties and life events.ConclusionsOur results highlight that pre-deployment emotional regulation, impulsivity and aggressiveness levels should be assessed, screened, and identified among combatants, as they all facilitate psychiatric symptomology (and PTSS) after combatants are exposed to PMIEs of betrayal. Such pre-assessment will enable identification of at-risk combatants and might provide them with tailor made preparation regarding moral and ethical situations that should be investigated in future researches.Disclosure of InterestY. Levi-Belz: None Declared, G. Zerach Shareolder of: no, Grant / Research support from: no, Consultant of: no, Employee of: no, Paid Instructor of: no, Speakers bureau of: no
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Pyne, Jeffrey M., Joseph I. Constans, John T. Nanney, Mark D. Wiederhold, Douglas P. Gibson, Timothy Kimbrell, Teresa L. Kramer, et al. "Heart Rate Variability and Cognitive Bias Feedback Interventions to Prevent Post-deployment PTSD: Results from a Randomized Controlled Trial." Military Medicine 184, no. 1-2 (July 18, 2018): e124-e132. http://dx.doi.org/10.1093/milmed/usy171.

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Abstract Introduction There is a long history of pre-deployment PTSD prevention efforts in the military and effective pre-deployment strategies to prevent post-deployment PTSD are still needed. Materials and Methods This randomized controlled trial included three arms: heart rate variability biofeedback (HRVB), cognitive bias modification for interpretation (CBM-I), and control. The hypothesis was that pre-deployment resilience training would result in lower post-deployment PTSD symptoms compared with control. Army National Guard soldiers (n = 342) were enrolled in the Warriors Achieving Resilience (WAR) study and analyzed. The outcome was PTSD symptom severity using the PTSD Checklist – Military version (PCL) measured at pre-deployment, 3- and 12-month post-deployment. Due to the repeated measures for each participant and cluster randomization at the company level, generalized linear mixed models were used for the analysis. This study was approved by the Army Human Research Protection Office, Central Arkansas Veterans Healthcare System Institutional Review Board (IRB), and Southeast Louisiana Veterans Health Care System IRB. Results Overall, there was no significant intervention effect. However, there were significant intervention effects for subgroups of soldiers. For example, at 3-months post-deployment, the HRVB arm had significantly lower PCL scores than the control arm for soldiers with no previous combat zone exposure who were age 30 and older and for soldiers with previous combat zone exposure who were 45 and older (unadjusted effect size −0.97 and −1.03, respectively). A significant difference between the CBM-I and control arms was found for soldiers without previous combat zone exposure between ages 23 and 42 (unadjusted effect size −0.41). Similarly, at 12-months post-deployment, the HRVB arm had significantly lower PCL scores in older soldiers. Conclusion Pre-deployment resilience training was acceptable and feasible and resulted in lower post-deployment PTSD symptom scores in subgroups of older soldiers compared with controls. Strengths of the study included cluster randomization at the company level, use of iPod device to deliver the resilience intervention throughout the deployment cycle, and minimal disruption of pre-deployment training by using self-paced resilience training. Weaknesses included self-report app use, study personnel not able to contact soldiers during deployment, and in general a low level of PTSD symptom severity throughout the study. In future studies, it would important for the study team and/or military personnel implementing the resilience training to be in frequent contact with participants to ensure proper use of the resilience training apps.
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Acheson, Dean T., Brian Kwan, Adam X. Maihofer, Victoria B. Risbrough, Caroline M. Nievergelt, Jacob W. Clark, Xin M. Tu, Michael R. Irwin, and Dewleen G. Baker. "Sleep disturbance at pre-deployment is a significant predictor of post-deployment re-experiencing symptoms." European Journal of Psychotraumatology 10, no. 1 (October 29, 2019): 1679964. http://dx.doi.org/10.1080/20008198.2019.1679964.

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Dissertations / Theses on the topic "Pre-deployment"

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Grant, Paul M. "Increasing the effectiveness of Army pre-deployment training." Thesis, Monterey, California : Naval Postgraduate School, 2010. http://edocs.nps.edu/npspubs/scholarly/theses/2010/Jun/10Jun%5FGrant.pdf.

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Thesis (M.S. in Defense Analysis)--Naval Postgraduate School, June2010.
Thesis Advisor(s): Giordano, Frank R. Second Reader: Wilson, Gregory R. "June 2010." Description based on title screen as viewed on June, 17, 2010. Author(s) subject terms: Pre-Deployment; Training; DMETL; CMETL; Task; Influence; Constraint; Afghanistan. Includes bibliographical references (p. 113-115). Also available in print.
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Chandler, Jennifer V. "Why culture matters : an empirically-based pre-deployment training program /." Thesis, Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 2005. http://library.nps.navy.mil/uhtbin/hyperion/05Sep%5FChandler.pdf.

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Newell, Brandon H. "The evaluation of HOMER as a Marine Corps expeditionary energy pre-deployment tool." Thesis, Monterey, California. Naval Postgraduate School, 2010. http://hdl.handle.net/10945/5147.

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Approved for public release; distribution is unlimited
In this thesis, the author evaluated whether HOMER Micropower Optimization should be used by the Marine Corps as a pre-deployment tool for meeting expeditionary energy demands. The author created two unique experiments to facilitate the evaluation of HOMER's modeling capability. First, a grid-tied-photovoltaic (PV) system at the Naval Postgraduate School was monitored for a one-month period. During this experiment, a HOMER model of the system was created. The actual energy production from the system was compared to the model. Then, the model was calibrated to the particular system to ensure that the model's energy estimate matched that of the actual system. The second experiment involved the use of two different types of PV panels and a small wind turbine. Each system was monitored over a one-month period, and the results were compared to a HOMER model of the systems. The difficulty of modeling wind turbines and the related limitations of HOMER's modeling strategy is discussed in this thesis. The calibration method established in the grid-tied-PV experiment was used to ensure the HOMER models were accurate. Following the calibration, the concept of expeditionary energy density as it pertains to power production was defined and utilized to evaluate each of the systems. The final portion of this thesis shows the advantage of using HOMER as part of the Experimental Forward Operating Base (ExFOB). The ExFOB was conducted by the Marine Corps to evaluate alternative power solutions currently on the market for expeditionary energy purposes. Four distinct power production solutions were chosen by the Marine Corps following the ExFOB. These solutions were then field tested in Morocco and scheduled to be deployed to Afghanistan. This thesis details how the use of HOMER would have benefited the ExFOB process had it been utilized.
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Boyd, Ambrosia, and Ambrosia Boyd. "Do Gaps in Pre-Deployment Preparedness Raise the Risk of PTSD for Military RNs?" Diss., The University of Arizona, 2017. http://hdl.handle.net/10150/626347.

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Purpose: Describe the perceptions of military registered nurses (RNs) on being prepared to provide nursing care during a deployment. Background: Injuries sustained by war are different from trauma-related injuries occurring within the Unites States. Nurses who provide care during overseas deployment encounter patients with poly-trauma, multiple and highly complex injuries; consequently, this type of nursing requires strong clinical skills beyond what is required in stateside facilities. Additionally, military nurses undergo intense stress related to overseas deployment in a war zone. In fact, military medical providers have one of the highest rates of post-traumatic stress post-deployment. Methods: This project employed a qualitative, case study approach. Semi-structured interviews were conducted with military RNs who worked as nurses during overseas deployment. A script was developed to guide the interview, and further discussion stemmed from participant responses. Recorded interviews were transcribed into text and analyzed for commonalities. Findings: Five military nurses who previously provided nursing care during overseas employment participated in this study. Commonalities included the realization that higher acuity injuries are seen in a deployed setting versus a military stateside hospital. Participants also shared fears that they would not be prepared enough to provide excellent patient care. Another commonality was not knowing how to prepare for an unknown experience. A positive commonality was the sense of pride expressed by the participants regarding their military service and deployment experience. All participants outlined what they had learned and what might have helped them to better prepare for deployment. Unanimously, more clinically relevant training was recommended. The participants shared that they had grown and changed from their deployment experience. Implications: All five participants felt a gap in perceived adequate pre-deployment preparation. They believed they lacked the training to care for the high acuity patients they would encounter during overseas deployment; this shook their self-confidence and caused them to worry about being an effective team member. Military preparedness programs should be expanded to include skills and knowledge relevant to nursing in high acuity, hostile environments. Research looking at the personal preparations, specifically mental and emotional, of military members may be helpful in determining any links between mental resilience and the development of PTSD.
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Rogers, John Hill. "EVALUATING THE IMPACT OF OOCEA S DYNAMIC MESSAGE SIGNS (DMS) ON TRAVELERS EXPERIENCE USING THE PRE-DEPLOYMENT SURVEY." Master's thesis, University of Central Florida, 2007. http://digital.library.ucf.edu/cdm/ref/collection/ETD/id/3022.

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The purpose of this thesis was to evaluate the impact of dynamic message signs (DMS) on the Orlando-Orange County Expressway Authority (OOCEA) toll road network using the Pre-Deployment DMS Survey (henceforth referred to as "pre-deployment survey"). DMS are electronic traffic signs used on roadways to give travelers information about travel times, traffic congestion, accidents, disabled vehicles, AMBER alerts, and special events. The particular DMS referred to in this study are large rectangular signs installed over the travel lanes and these are not the portable trailer mount signs. The OOCEA is currently in the process of adding several fixed DMS on their toll road network. Between January 2007 and February 2008, approximately 30 DMS are planned on their network. It is important to note that there was one DMS sign on the OOCEA network before this study started. Since most of the travelers on OOCEA toll roads are from Orange, Osceola and Seminole counties, this study is limited to these counties. This thesis documents the results of pre-deployment analysis. The instrument used to analyze the travelers' perception of DMS was a survey that utilized computer aided telephone interviews. The pre-deployment survey was conducted during early November of 2006. Questions pertaining to the acknowledgement of DMS on the OOCEA toll roads, satisfaction with travel information provided on the network, formatting of the messages, satisfaction with different types of messages, diversion questions (Revealed and Stated preferences), and classification/socioeconomic questions (such as age, education, most used toll road, and county of residence) were asked to the respondents. The results of the pre-deployment analysis showed that 54.4% of the OOCEA travelers recalled seeing DMS on the network. The respondents commonly agreed that the DMS are helpful for providing information about hazardous conditions, and that the DMS are easy to read. The majority of the travelers preferred DMS formats as a steady message for normal traffic conditions, and use of commonly recognized abbreviations such as I-Drive for International Drive. The results from the binary logit model for "satisfaction with travel information provided on OOCEA toll road network" display the significant variables that explain the likelihood of the traveler being satisfied. The results from the coefficients show that infrequent travelers are more likely to be satisfied with traveler information on OOCEA toll roads. In addition, the provision of hazard warnings, special event information, and accuracy of information on DMS are associated with higher levels of satisfaction with traveler information. The binary logit model for "Revealed Preference (RP)" diversion behavior showed that Seminole County travelers were likely to stay on the toll road, and SR 408 travelers were likely to divert off the toll road. The travelers who acknowledged DMS on the OOCEA network were also likely to divert off the toll road, but those who learned of the congestion by DMS were likely to stay on the toll road. Learning of congestion by DMS could encourage travelers to stay, since when they are on the toll roads, diversion at times could be difficult with no access to exits or little knowledge of alternate routes. But it is also possible that travelers stayed because their perception was that the toll roads are faster, especially when messages on DMS show travel times that confirm the travelers' belief. Travelers who were not satisfied with travel information on the network were more likely to divert off the toll road. The implications for implementation of these results are discussed in this thesis. DMS should be formatted as a steady message for normal traffic conditions. Commonly recognized abbreviations, such as I-Drive for International Drive, must be used for roadway identification when possible. DMS messages should be pertained to information on roadway hazards when necessary because it was found that travelers find it important to be informed on events that are related to their personal safety. Accuracy of information provided on DMS was important for traveler information satisfaction because if the travelers observe inaccurate travel times on DMS, they may not trust the validity of future messages. DMS information that led to the travelers canceling their intended stops led to a higher likelihood of them being dissatisfied with traveler information. It is important to meet the travelers' preferences and concerns for DMS.
M.S.
Department of Civil and Environmental Engineering
Engineering and Computer Science
Civil Engineering MS
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Bjällfalk, Emelie. "Building Stress- Resilience among Swedish Humanitarian Aid Workers : - The Pre- Deployment Preparation from the Humanitarian Aid Workers’ Perspective." Thesis, Högskolan Dalarna, Statsvetenskap, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:du-24004.

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The aim of the study is to examine how well MSB (Swedish Civil Contingencies Agency) prepare the Swedish humanitarian aid workers to face stressful situations, looking at the pre- deployment preparation received. The study investigates how effective and relevant the pre- deployment preparation is in terms of building resilience against stress, according to the humanitarian aid workers’ experience. This study has been conducted with a quantitative online survey, combined with a qualitative open- ended survey. The surveys were based on research models on work-related stress and on resilience- building among humanitarian aid workers. The frameworks point out criteria needed to be fulfilled by an organization in order to build sufficient stress- resilience among humanitarian aid workers in the pre- deployment phase. The results reveal that MSB is able to fulfill most of the criteria set in accordance with the theoretical framework. The one and only criterion MSB fails in providing is an open, in- depth discussion about mental health before the aid worker is deployed. This also corresponds to the aid workers experience of not being provided with this. The aid workers’ experience reveals that resilience against stress is important, however, many seem to build resilience independently from MSB.
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Chavez, Megan Rose. "The Relationship Between Pre-Deployment Experiences of Interpersonal Violence and Moral Injury: The Moderating Role of Social Support." Thesis, Virginia Tech, 2019. http://hdl.handle.net/10919/87562.

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Initial research on moral injury has shown the construct to be associated with many negative mental health outcomes such as depression, suicidal ideation, reduced sense of belonging, anxiety, anger, and spiritual distress. In addition, moral injury among service members has also been shown to be related to experiences of interpersonal violence occurring pre-deployment. Given that social support has consistently been found to play a key role in moderating the relationship between experiences of interpersonal violence and stress and trauma related symptoms and disorders, this study will be the first to explore the relationship between experiences of interpersonal violence and moral injury, and the moderating role of social support. This study will use stepwise regression analysis to examine secondary data collected from 935 U.S. military personnel primarily from the Army National Guard.
MS
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Fitriani. "Pre-deployment training of UN women military peacekeepers : a case study analysis of three South-East Asian countries." Thesis, Cranfield University, 2017. http://dspace.lib.cranfield.ac.uk/handle/1826/12020.

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The purpose of this study is to examine the role and impact that uniformed women play in UN peacekeeping operations, and to further establish how appropriate pre-deployment training (PDT) supports the performance of women in operational zones. The research questions posed are ‘whether women make a difference to peacekeeping operations’ and ‘to what extent PDT enables them to do so’. To answer these questions, the thesis takes a two-pronged approach. Firstly, a literature search evaluates the nature of uniformed women’s participation in UN peacekeeping missions, their contribution to effective peacekeeping and the UN policies supporting women’s participation in its missions. The main resources accessed for the literature research are the UN and contributing countries’ official policies, publication and reports. Secondly, primary data were acquired through field research on the training needs of three Southeast Asian countries, namely Indonesia, the Philippines and Country A. Across these sample states, empirical research data was gathered through in-depth semi-structured interviews with 37 female peacekeepers, 17 trainers and seven decision-makers. The literature reveals that women participate in UN peacekeeping missions in two ways, those that form part of a contingent and others that act as individual military experts, observers or staff officers. Women make a difference by allowing a UN mission to have greater reach to the local community, especially to the female population in segregated communities, including the survivors of sexual- and gender-based violence. The field research also reveals that the three Southeast Asian country case studies provide different PDT to their personnel, although the UN provides standardised training materials. Interview data from all three countries indicate that women and men receive combined PDT training, with the majority of the respondents arguing that there is no need for segregated gender training. However, they endorse differentiated training for specialist skills, such as for mentoring teams by same sex members to discuss biological and logistical issues in deployment, including, for instance, the best strategy for ensuring continuity in the supply of women’s sanitary requirements. Not all the three sample countries support uniformed women deployment on par with male peacekeeper deployment, and rarely support women holding leadership positions, due to discrimination in military education access, limitations on human resources and apprehension at putting women into dangerous positions. Such constraints limit the roles that women can play in UN field missions.
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Flick, Jason. "Evaluating the Impact of OOCEA's Dynamic Message Signs (DMS) on Travelers' Experience Using a Pre and Post-Deployment Survey." Master's thesis, University of Central Florida, 2008. http://digital.library.ucf.edu/cdm/ref/collection/ETD/id/3030.

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The purpose of this thesis was to evaluate the impact of dynamic message signs (DMS) on the Orlando-Orange County Expressway Authority (OOCEA) toll road network using a Pre and Post-Deployment DMS Survey (henceforth referred to as "pre and post-deployment survey") analysis. DMS are electronic traffic signs used on roadways to give travelers information about travel times, traffic congestion, accidents, disabled vehicles, AMBER alerts, and special events. The particular DMS referred to in this study are large rectangular signs installed over the travel lanes and these are not the portable trailer mount signs. The OOCEA have been working over the past two years to add several fixed DMS on their toll road network. At the time of the pre-deployment survey, only one DMS was installed on the OOCEA toll road network. At the time of the post-deployment survey, a total of 30 DMS were up and running on the OOCEA toll road network. Since most of the travelers on the OOCEA toll roads are from Orange, Osceola, and Seminole counties, this study was limited to these counties. This thesis documents the results and comparisons between the pre and post-deployment survey analysis. The instrument used to analyze the travelers' perception of DMS was a survey that utilized computer aided telephone interviews. The pre-deployment survey was conducted during early November of 2006, and the post-deployment survey was conducted during the month of May, 2008. Questions pertaining to the acknowledgement of DMS on the OOCEA toll roads, satisfaction with travel information provided on the network, formatting of the messages, satisfaction with different types of messages, diversion questions (Revealed and Stated preferences), and classification/socioeconomic questions (such as age, education, most traveled toll road, county of residence, and length of residency) were asked to the respondents. The results of both the pre and post-deployment surveys are discussed in this thesis, but it should be noted that the more telling results are those of the post-deployment survey. The results of the post-deployment survey show the complete picture of the impact of DMS on travelers' experience on the OOCEA toll road network. The pre-deployment results are included to show an increase or decrease in certain aspects of travel experience with relation to DMS. The results of the pre-deployment analysis showed that 54.4% of the OOCEA travelers recalled seeing DMS on the network, while a total of 63.93% of the OOCEA travelers recalled seeing DMS during the post-deployment analysis. This showed an increase of almost 10% between the two surveys demonstrating the people are becoming more aware of DMS on the OOCEA toll road network. The respondents commonly agreed that the DMS were helpful for providing information about hazardous conditions, and that the DMS are easy to read. Also, upon further research it was found that between the pre and post-deployment surveys the travelers' satisfaction with special event information provided on DMS and travel time accuracy on DMS increased significantly. With respect to formatting of the DMS, the following methods were preferred by the majority of respondents in both the pre and post-deployment surveys: • Steady Message as a default DMS message format • Flashing Message for abnormal traffic information (94% of respondents would like to be notified of abnormal traffic information) • State road number to show which roadway (for Colonial – SR 50, Semoran – SR 436 and Alafaya – SR 434) • "I-Drive" is a good abbreviation for International Drive • If the distance to the international airport is shown on a DMS it thought to be the distance to the airport exit The results from the binary logit model for "satisfaction with travel information provided on OOCEA toll road network" displayed the significant variables that explained the likelihood of the traveler being satisfied. This satisfaction model was based on respondents who showed a prior knowledge of DMS on OOCEA toll roads. With the use of a pooled model (satisfaction model with a total of 1775 responses – 816 from pre-deployment and 959 from post-deployment), it was shown that there was no statistical change between the pre and post-deployment satisfaction based on variables thought to be theoretically relevant. The results from the comparison between the pre and post-deployment satisfaction models showed that many of the coefficients of the variables showed a significant change. Although some of the variables were statistically insignificant in one of the two survey model results: Either the pre or post-deployment model, it was still shown that every variable was significant in at least one of the two models. The coefficient for the variable corresponding to DMS accuracy showed a significantly lower value in the post-deployment model. The coefficient for the variable "DMS was helpful for providing special event information" showed a significantly higher value in the post-deployment model. The final post-deployment diversion model was based on a total of 732 responses who answered that they had experienced congestion in the past 6 months. Based on this final post-deployment diversion model, travelers who had stated that their most frequently traveled toll road was either SR 408 or SR 417 were more likely to divert. Also, travelers who stated that they would divert in the case of abnormal travel times displayed on DMS or stated that a DMS influenced their response to congestion showed a higher likelihood of diversion. These two variables were added between the pre and post-deployment surveys. It is also beneficial to note that travelers who stated they would divert in a fictitious congestion situation of at least 30 minutes of delay were more likely to divert. This shows that they do not contradict themselves in their responses to Revealed Preference and Stated Preference diversion situations. Based on a comparison between pre and post-deployment models containing similar variables, commuters were more likely to stay on the toll road everything else being equal to the base case. Also, it was shown that in the post-deployment model the respondents traveling on SR 408 and SR 417 were more likely to divert, but in the pre-deployment model only the respondents traveling on SR 408 were more likely to divert. This is an expected result since during the pre-deployment survey only one DMS was located on SR 408, and during the post-deployment survey there were DMS located on all toll roads. Also, an interesting result to be noted is that in the post-deployment survey, commuters who paid tolls with E-pass were more likely to stay on the toll road than commuters who paid tolls with cash. The implications for implementation of these results are discussed in this thesis. DMS should be formatted as a flashing message for abnormal traffic situations and the state road number should be used to identify a roadway. DMS messages should pertain to information on roadway hazards when necessary because it was found that travelers find it important to be informed on events that are related to their personal safety. The travel time accuracy on DMS was shown to be significant for traveler information satisfaction because if the travelers observe inaccurate travel times on DMS, they may not trust the validity of future messages. Finally, it is important to meet the travelers' preferences and concerns for DMS.
M.S.C.E.
Department of Civil and Environmental Engineering
Engineering and Computer Science
Civil Engineering MS
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Hekler, Amber R. "EFFECTS OF PRE-DEPLOYMENT MENTAL HEALTH ON AEROMEDICAL EVACUATION MENTAL HEALTH STATUS DURING OPERATION ENDURING FREEDOM/OPERATION IRAQI FREEDOM (OEF/OIF)." Wright State University Professional Psychology Program / OhioLINK, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=wsupsych154275030459532.

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Books on the topic "Pre-deployment"

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Cianciolo, Anna T. Web-enabled training-development tool for pre-deployment and deployed training. Arlington, VA: U.S. Army Research Institute for the Behavioral and Social Sciences, 2006.

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Cianciolo, Anna T. Web-enabled training-development tool for pre-deployment and deployed training. Arlington, VA: U.S. Army Research Institute for the Behavioral and Social Sciences, 2006.

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Morgillo, Freeman Sharon, Moore Bret A, and Freeman Arthur 1942-, eds. Living and surviving in harm's way: A psychological treatment handbook for pre- and post-deployment of military personnel. New York, NY: Brunner-Routledge, 2009.

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Pre-deployment Guide for Nigeria. Pretoria, South Africa: JKLS Africa, 2012.

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Nelson, Brad D. PRE-DEPLOYMENT GUIDEBOOK from a Christian's Perspective. Salem Author Services, 2023.

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Hendricks, Ann M., and Jomana Amara. Military Health Care: From Pre-Deployment to Post-Separation. Taylor & Francis Group, 2013.

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Hendricks, Ann M., and Jomana Amara. Military Health Care: From Pre-Deployment to Post-Separation. Taylor & Francis Group, 2013.

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Hendricks, Ann M., and Jomana Amara. Military Health Care: From Pre-Deployment to Post-Separation. Taylor & Francis Group, 2013.

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Hendricks, Ann M., and Jomana Amara. Military Health Care: From Pre-Deployment to Post-Separation. Taylor & Francis Group, 2013.

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Pre-deployment stress, mental health, and help-seeking behaviors among Marines. Santa Monica, CA: RAND, 2014.

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Book chapters on the topic "Pre-deployment"

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Smith, Nicholas David. "Pre-deployment Cognitive Testing." In Encyclopedia of Clinical Neuropsychology, 2770–71. Cham: Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-57111-9_9229.

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Smith, Nicholas David. "Pre-deployment Cognitive Testing." In Encyclopedia of Clinical Neuropsychology, 1. Cham: Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-56782-2_9229-1.

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Passmore, Eric. "Pre-Release and Deployment Checklist." In Migrating Large-Scale Services to the Cloud, 67–73. Berkeley, CA: Apress, 2016. http://dx.doi.org/10.1007/978-1-4842-1873-0_6.

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Hooft, Francesca. "Pre-Deployment Phase: Transitions, Preparations, Tensions." In Military and Humanitarian Health Ethics, 89–122. Cham: Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-70329-4_4.

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Tesei, Alessandra, Alessandra Barbieri, Ion Roceanu, and Daniel Beligan. "Evaluation of “Cultural Awareness – Afghanistan Pre-deployment”: A User Study." In Lecture Notes in Computer Science, 265–75. Cham: Springer International Publishing, 2014. http://dx.doi.org/10.1007/978-3-319-12157-4_21.

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Cauli, Claudia, Meng Li, Nir Piterman, and Oksana Tkachuk. "Pre-deployment Security Assessment for Cloud Services Through Semantic Reasoning." In Computer Aided Verification, 767–80. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-81685-8_36.

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Abstract Over the past ten years, the adoption of cloud services has grown rapidly, leading to the introduction of automated deployment tools to address the scale and complexity of the infrastructure companies and users deploy. Without the aid of automation, ensuring the security of an ever-increasing number of deployments becomes more and more challenging. To the best of our knowledge, no formal automated technique currently exists to verify cloud deployments during the design phase. In this case study, we show that Description Logic modeling and inference capabilities can be used to improve the safety of cloud configurations. We focus on the Amazon Web Services (AWS) proprietary declarative language, CloudFormation, and develop a tool to encode template files into logic. We query the resulting models with properties related to security posture and report on our findings. By extending the models with dataflow-specific knowledge, we use more comprehensive semantic reasoning to further support security reviews. When applying the developed toolchain to publicly available deployment files, we find numerous violations of widely-recognized security best practices, which suggests that streamlining the methodologies developed for this case study would be beneficial.
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Wang, C. H., K. C. Lo, C. Y. Hu, and P. H. Wang. "Enhancing landslide anomaly detection in aerial imagery through pre-processing and GANomaly deployment." In Geotechnical Engineering Challenges to Meet Current and Emerging Needs of Society, 1389–93. London: CRC Press, 2024. http://dx.doi.org/10.1201/9781003431749-254.

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Buesser, Beat. "Towards Privacy Preserving LLMs Training." In Large Language Models in Cybersecurity, 175–79. Cham: Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-54827-7_19.

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AbstractPrivacy-preserving training of machine learning models aims to avoid or minimize (mitigate) the exact or similar reproduction (leakage) of information contained in the training data. This chapter introduces pre-processing methods (filtering and de-duplication) that prepare the training data to minimize information leakage, followed by a discussion of training and deployment methods (differentially private fine-tuning, noisy knowledge transfer) that provide empirical or theoretical guarantees for the achieved privacy protection with a focus on Large Language Models (LLMs).
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Sarkar, Pinaki, and Morshed Uddin Chowdhury. "Inductive Hierarchical Identity Based Key Agreement with Pre-deployment Interactions (i-H-IB-KA-pdi)." In Applications and Techniques in Information Security, 106–14. Singapore: Springer Singapore, 2016. http://dx.doi.org/10.1007/978-981-10-2741-3_9.

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Polusny, Melissa A., Christopher R. Erbes, Emily Hagel Campbell, Hannah Fairman, Mark Kramer, and Alexandria K. Johnson. "Pre-deployment Well-Being Among Single and Partnered National Guard Soldiers: The Role of Their Parents, Social Support, and Stressors." In Military Deployment and its Consequences for Families, 151–72. New York, NY: Springer New York, 2013. http://dx.doi.org/10.1007/978-1-4614-8712-8_9.

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Conference papers on the topic "Pre-deployment"

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Liu, Junju, and Qianqian Zhang. "Multi-Objective Optimization Based Service Pre-Deployment in Edge Computing." In 2024 IEEE 15th International Conference on Software Engineering and Service Science (ICSESS), 74–78. IEEE, 2024. http://dx.doi.org/10.1109/icsess62520.2024.10719384.

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Wu, Bo, Bruce D. Lee, Kostas Daniilidis, Bernadette Bucher, and Nikolai Matni. "Uncertainty-Aware Deployment of Pre-trained Language-Conditioned Imitation Learning Policies." In 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 878–83. IEEE, 2024. https://doi.org/10.1109/iros58592.2024.10802849.

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Cella, Christian, Marco Faroni, Andrea M. Zanchettin, and Paolo Rocco. "Optimizing Collaborative Robotics since Pre-Deployment via Cyber-Physical Systems' Digital Twins." In 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–6. IEEE, 2024. http://dx.doi.org/10.1109/etfa61755.2024.10710805.

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Johnson, Robert G. "Spherical Tank External Coating Simplified by Strong Teamwork." In Paint and Coatings Expo (PACE) 2006, 1–9. SSPC, 2006. https://doi.org/10.5006/s2006-00039.

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Abstract The goal of this presentation is to highlight the teamwork exhibited by a quality driven facility owner who led an outsourced contract team consisting of pre-qualified contractors, material suppliers, and certified technical service specialists as independent third party inspectors, to provide external protective coatings to a set of six spherical tanks encompassing approximately 100,000 s.f. each. The owners short-term requirements of rapid deployment and completion during the short window of opportunity during the summer months and long-term requirements of joint labor and material warranties led to the selection of competent local contractors and a material technology that best met those requirements. These selections defined the requirements of the technical service specialist’s to assure a successful project.
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Rehrl, Jochen, and Petteri Taitto. "PRE-DEPLOYMENT ELEARNING FOR CSDP MISSIONS / OPERATIONS." In eLSE 2015. Carol I National Defence University Publishing House, 2015. http://dx.doi.org/10.12753/2066-026x-15-071.

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Since 2012, the European Security and Defence College is actively engaged in pre-deployment training for CSDP missions and operations. Although the main effort still relies on residential courses, the preparatory and supporting eLearning part receives more and more attention. eLearning is independent of time and location; hence, a perfect tool to training newly selected staff before their deployment to a mission area. Additionally, the running costs are lower compared to a residential course. The main challenges include the content of the eLearning modules, the nomination of trainees as well as the co-ordination between Headquarters and Mission responsibilities. Financial implications of training and the time constraints play also an important role as well as the in-mission training. Additionally, the various legal states of the deployed personnel (contracted, seconded, locals), the different personal security clearances and the learning content (no classified information in eLearning modules, sensitive information accepted) raise concerns when it comes to eLearning. The presentation will give an insight, how the ESDC provides eLearning modules for pre-deployment training taking EUNAVFOR SOMALIA as an example. The article will also tackle the challenges concerning selection/recruitment, nomination for training and in-mission training. It will give an overview about the state of affairs and the way ahead. The presentation will give an insight, how the ESDC provides eLearning modules for pre-deployment training taking EUNAVFOR SOMALIA as an example. The article will also tackle the challenges concerning selection/recruitment, nomination for training and in-mission training. It will give an overview about the state of affairs and the way ahead.
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Gaizo, Dario Del, Francesco De Palo, Fabio Cipriani, and Luca Giancane. "Adaptive Pre-Processing for Neural Network Hardware Deployment." In 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2023. http://dx.doi.org/10.1109/mlsp55844.2023.10285902.

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Brien, Thomas L. R., Peter Ade, Peter Barry, Edgar Castillo-Domínguez, Daniel Ferrusca, Victor Gómez, Peter Hargrave, et al. "Pre-deployment verification and predicted mapping speed of MUSCAT." In Millimeter, Submillimeter, and Far-Infrared Detectors and Instrumentation for Astronomy X, edited by Jonas Zmuidzinas and Jian-Rong Gao. SPIE, 2020. http://dx.doi.org/10.1117/12.2561305.

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DeHart, Steve, and Phillip Neumiller. "An Airport Surface Wireless Network - Development&Pre-Deployment Experience." In 2006 ieee/aiaa 25TH Digital Avionics Systems Conference. IEEE, 2006. http://dx.doi.org/10.1109/dasc.2006.313658.

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Simon, Vilmos, and Endre Varga. "Pre-deployment simulation evaluation of BIONETS, a new networking paradigm." In the 12th International Conference. New York, New York, USA: ACM Press, 2010. http://dx.doi.org/10.1145/1967486.1967621.

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Kianoush, Sanaz, Vittorio Rampa, Stefano Savazzi, and Monica Nicoli. "Pre-deployment performance assessment of device-free radio localization systems." In 2016 ICC - 2016 IEEE International Conference on Communications Workshops (ICC). IEEE, 2016. http://dx.doi.org/10.1109/iccw.2016.7503754.

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Reports on the topic "Pre-deployment"

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Pyne, Jeffrey M. Identification of and At-risk Interventions for Pre-deployment Psychophysiologic Predictors of Post-deployment Mental Health Outcomes. Fort Belvoir, VA: Defense Technical Information Center, October 2010. http://dx.doi.org/10.21236/ada543920.

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Pyne, Jeffrey M., and Regina Stanley. Identification of an At-Risk Interventions for Pre-Deployment Psychophysiologic Predictors of Post-Deployment Mental Health Outcomes. Fort Belvoir, VA: Defense Technical Information Center, October 2011. http://dx.doi.org/10.21236/ada555167.

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Cianciolo, Anna T. Web-Enabled Training-Development Tool for Pre-Deployment and Deployed Training. Fort Belvoir, VA: Defense Technical Information Center, November 2006. http://dx.doi.org/10.21236/ada458761.

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Pyne, Jeffrey M., and Regina Stanley. Identification of and At-Risk Interventions for Pre-Deployment Psychophysiologic Predictors of PostDeployment Mental Health Outcomes. Fort Belvoir, VA: Defense Technical Information Center, June 2014. http://dx.doi.org/10.21236/ada610959.

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West, James L. Building the Culturally Aware Combat Airman: How Effective is Pre-Deployment Training for Air Force Air Advisors? Fort Belvoir, VA: Defense Technical Information Center, August 2009. http://dx.doi.org/10.21236/ada540176.

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Strauss, Ilan, Isobel Moure, Tim O’Reilly, and Sruly Rosenblat. The State of AI Governance Research: AI Safety and Reliability in Real World Commercial Deployment. AI Disclosures Project, Social Science Research Council, April 2025. https://doi.org/10.35650/aidp.4112.d.2025.

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Drawing on 1,178 safety and reliability papers from 9,439 generative AI papers (Jan- uary 2020 - March 2025), we compare research outputs of leading AI companies (An- thropic, Google DeepMind, Meta, Microsoft, and OpenAI) and AI universities (CMU, MIT, NYU, Stanford, UC Berkeley, and University of Washington). We find that cor- porate AI research increasingly concentrates on pre-deployment areas — model align- ment and testing & evaluation — while attention to deployment-stage issues, such as model bias, has waned, as commercial imperatives and existential risks have come into focus. We find significant research omissions in high-risk deployment areas, including healthcare applications, commercial and financial contexts, misinformation, persuasive and addictive features, hallucinations, and copyright usage in training and inference. AI research’s corporate concentration risks exacerbating these oversights. We recommend measures that expand external researcher access to deployment data and improve sys- tematic observability of AI systems’ in-market behaviors.
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Savacool, Ed. Joint Force Pre-Deployment Training: An Initial Analysis and Product Definition (Strategic Mobility 21: IT Planning Document for APS Demonstration Document (Task 3.7). Fort Belvoir, VA: Defense Technical Information Center, April 2010. http://dx.doi.org/10.21236/ada530921.

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Parodi, Andrea. A Theoretically Driven Investigation of the Efficacy of an Immersive Interactive Avatar Rich Virtual Environment in Pre-deployment Nursing Knowledge and Teamwork Skills Training. Fort Belvoir, VA: Defense Technical Information Center, May 2013. http://dx.doi.org/10.21236/ada612695.

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Fernández, Jorge, and Sebastián J. Miller. When Should Developing Countries Announce Their Climate Policy? Inter-American Development Bank, December 2011. http://dx.doi.org/10.18235/0011376.

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This paper provides a rationale for developing countries to announce future credible commitments to reduce GHG emissions even if these are not to materialize in the short run, and for domestic reasons only. A simple framework is presented in which it is shown that it may be costly for an economy to transition from high to low emissions; and that, if climate policy eventually will be enacted, then it may be better for countries to commit earlier and therefore eliminate the uncertainty for the private sector to invest appropriately in clean technologies. In particular, conditions are shown under which the private investor prefers a pre-announced climate policy, and how this policy affects investment decisions and the deployment of clean technologies.
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Apeaninga, Raphael, Puneet Kamboj, and Mohamad Hejazi. Limiting Carbon Dioxide Removal Could Exacerbate Global Economic Inequality. King Abdullah Petroleum Studies and Research Center, April 2025. https://doi.org/10.30573/ks--2025-dp07.

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The Paris Agreement’s goal of limiting global warming to well below 2 degrees Celsius (°C), and ideally 1.5°C, above pre-industrial levels, places significant emphasis on carbon dioxide removal (CDR) technologies. However, the global landscape for CDR deployment remains uneven, with significant disparities in technological capacity, economic readiness, and regional ambition. This study investigates how limited access to CDR technologies could exacerbate global economic inequality under a 1.5°C pathway. Using the Global Change Analysis Model (GCAM v6.0), six scenarios – ranging from unrestricted CDR availability to constrained deployment – are evaluated. Our findings reveal that constrained CDR availability significantly increases median global carbon prices, rising from US$588 per ton of carbon dioxide (tCO2) in the full CDR portfolio scenario to $937/tCO2 by 2055 in the most restrictive scenario. By 2100, some regions will face prices exceeding $3,000/tCO2, underscoring stark regional inequalities. These elevated carbon prices could deepen economic disparities, particularly in developing nations and fossil fuel-dependent economies. Furthermore, constrained CDR availability could also amplify inequalities in energy and food security, disproportionately affecting poorer regions. The study underscores the need for equitable CDR access to support a just global transition to a low-carbon future, offering valuable insights for policymakers designing more equitable climate strategies.
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