Review
Biochemistry & Molecular Biology
Marine Djaffardjy, George Marchment, Clemence Sebe, Raphael Blanchet, Khalid Bellajhame, Alban Gaignard, Frederic Lemoine, Sarah Cohen-Boulakia
Summary: Data analysis pipelines are established as an effective means for bioinformatics data analysis and experiments. However, scripting languages are not sufficient for building large-scale pipelines capable of handling big data and running on high performance computing clusters. Scientific workflow systems provide modular, reproducible, and reusable solutions for bioinformatics data analysis pipelines.
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL
(2023)
Article
Biology
Nikhil Bhagwat, Amadou Barry, Erin W. Dickie, Shawn T. Brown, Gabriel A. Devenyi, Koji Hatano, Elizabeth DuPre, Alain Dagher, Mallar Chakravarty, Celia M. T. Greenwood, Bratislav Misic, David N. Kennedy, Jean-Baptiste Poline
Summary: The study highlighted the impact of pipeline selection on cortical thickness measures using an open structural MRI dataset (ABIDE). Results showed that software, parcellation, and quality control significantly affect task-driven neurobiological inference.
Article
Radiology, Nuclear Medicine & Medical Imaging
Tim Schmidt, Zoltan Nagy
Summary: The study aimed to develop and test a sensitive, reliable, and widely applicable measure of temporal instability (TIM) for fMRI quality assurance. The results showed that the proposed TIM provides a reliable test for ascertaining scanner stability for fMRI experiments.
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2023)
Article
Biochemical Research Methods
Laura Wratten, Andreas Wilm, Jonathan Goke
Summary: The rapid growth of high-throughput technologies has made scalability and reproducibility essential in biomedical research. Workflow managers simplify pipeline development, optimize resource usage, handle software installation and versions, and enable workflow portability and sharing across different compute platforms. They contribute to making computational analysis in biomedical research shareable, scalable, and reproducible.
Article
Biology
Hirotaka Suetake, Tsukasa Fukusato, Takeo Igarashi, Tazro Ohta
Summary: The reproducibility of data analysis workflows in bioinformatics is a crucial issue. While recent technologies like virtualization have enabled easy reproduction of workflow execution, the reproducibility of results is still a challenge. In this study, a new metric called the reproducibility scale of workflow execution results is proposed. The metric evaluates the reproducibility of results based on biological feature values and a prototype system is implemented to automatically evaluate the reproducibility. The approach allows for a more graduated view of reproducibility and is expected to contribute to informed discussions on reproducibility in bioinformatics.
Article
Engineering, Electrical & Electronic
Susanna Gobbi, Yoojin Lee, Istvan Homolya, Philippe N. Tobler, Todd A. Hare, Zoltan Nagy
Summary: This study evaluated the reproducibility of voxel-wise temporal signal-to-noise ratio (tSNR) on repeated scans across runs, sessions, and days, finding high variability in tSNR and similar variability on two different scanners. Despite its use in assessing fMRI data quality, a weak relationship was observed between tSNR and t-values, highlighting the need for consideration in future studies.
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Amy Walker, Phillip Chlap, Trent Causer, Faisal Mahmood, Jarryd Buckley, Lois Holloway
Summary: This study presents a customizable quality assurance (QA) method for magnetic resonance imaging systems, which quantifies geometric distortion in images used for radiotherapy treatment planning. The researchers developed a software tool and protocol for deformable image registration to quantify geometric distortion. The method was tested and compared to commercial solutions, demonstrating its reliability.
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS
(2022)
Article
Radiology, Nuclear Medicine & Medical Imaging
Juan D. Saborido-Moral, Matias Fernandez-Patona, Natalia Tejedor-Aguilar, Andrei Cristian-Marin, Irene Torres-Espallardo, Juan M. Campayo-Esteban, Jose Perez-Calatayud, Dimos Baltas, Luis Marti-Bonmati, Montserrat Carles
Summary: An automated software to assess the reproducibility of different CT metrics was successfully created and validated. A QA routine proposal is suggested.
PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS
(2023)
Article
Chemistry, Physical
Peter Sun, John A. Marohn
Summary: Simulation is crucial in designing and developing scientific experiments. Traditional procedural coding in simulations of complex experiments can be prone to errors, difficult to understand, and inflexible when incorporating changes. mmodel, a Python framework, offers a graph-theory approach to represent experiment steps and can modify its own code to accommodate updates like parameter looping. This framework aims to reduce duplication, enhance code clarity and testability, and expedite development time.
JOURNAL OF CHEMICAL PHYSICS
(2023)
Article
Neurosciences
Joshua B. Teves, Javier Gonzalez-Castillo, Micah Holness, Megan Spurney, Peter A. Bandettini, Daniel A. Handwerker
Summary: Designing and executing a good QC process is crucial for robust and reproducible science. As fMRI research trends towards larger sample sizes and automated processing, it is important to not overlook information about data acquisition and quality. This article provides an introduction to researchers who are familiar with fMRI but lack hands-on QC training, explaining the importance of good QC processes and demonstrating key steps using AFNI software and an openly shared dataset.
FRONTIERS IN NEUROSCIENCE
(2023)
Article
Multidisciplinary Sciences
Matthew Carlucci, Tadas Bareikis, Karolis Koncevicius, Povilas Gibas, Algimantas Krisciunas, Art Petronis, Gabriel Oh
Summary: Scikick is a tool that simplifies scientific computational analyses by enabling standardized and feasible practices. It allows for workflow configurations using notebooks as units of execution and automatically tracks dependencies between data analysis steps.
Article
Neurosciences
Bryan Zheng, Ben Hsieh, Nathaniel Rex, Peter M. Lauro, Scott A. Collins, Andrew S. Blum, Julie L. Roth, Neishay Ayub, Wael F. Asaad
Summary: The study presents a standardized and anatomically grounded approach for organizing SEEG neuroimaging and electrophysiology data, which improves communication among clinicians and promotes collaboration among surgical epilepsy teams.
HUMAN BRAIN MAPPING
(2022)
Article
Ecology
Matthew R. Brousil, Alessandro Filazzola, Michael F. Meyer, Sapna Sharma, Stephanie E. Hampton
Summary: Pressing environmental research questions demand specialized tools and resources to integrate diverse ecological datasets and complex analytical methods. Although computational training for ecological and evolutionary sciences has become more accessible, tool development has outpaced specialized training. Most training focuses on individual analysis steps rather than creating scripted pipelines. Workflow management software (WMS) can aid in reproducibility, clarity, and efficiency, but its adoption in ecology and evolutionary research has been slow. Investment in WMS training can enable access to its benefits and facilitate data science at large scales.
METHODS IN ECOLOGY AND EVOLUTION
(2023)
Article
Radiology, Nuclear Medicine & Medical Imaging
Matthew E. Volpini, Katie Lekx-Toniolo, Robert Mahon, Lesley Buckley
Summary: This study analyzed the impact of COVID-19-related workflow changes on a radiation oncology Incident Learning System (ILS). The results showed a reduction in ILS submissions but an increase in incidents related to poor documentation and communication.
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS
(2022)
Article
Engineering, Environmental
Hongfei Xu, Faisal Khan, Seungho Jung, Qingsheng Wang
Summary: The study aims to develop a risk-based flow assurance model for hydrates and wax, assessing the likelihood of blockages using thermo-hydraulic data. The models were tested against published studies and lab data, and their application was demonstrated through case studies. The models would aid in developing and implementing pipeline design and intervention strategies for a safe operation.
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
(2023)
Article
Biochemistry & Molecular Biology
Emily L. Dennis, Seth G. Disner, Negar Fani, Lauren E. Salminen, Mark Logue, Emily K. Clarke, Courtney C. Haswell, Christopher L. Averill, Lee A. Baugh, Jessica Bomyea, Steven E. Bruce, Jiook Cha, Kyle Choi, Nicholas D. Davenport, Maria Densmore, Stefan du Plessis, Gina L. Forster, Jessie L. Frijling, Atilla Gonenc, Staci Gruber, Daniel W. Grupe, Jeffrey P. Guenette, Jasmeet Hayes, David Hofmann, Jonathan Ipser, Tanja Jovanovic, Sinead Kelly, Mitzy Kennis, Philipp Kinzel, Saskia B. J. Koch, Inga Koerte, Sheri Koopowitz, Mayuresh Korgaonkar, John Krystal, Lauren A. M. Lebois, Gen Li, Vincent A. Magnotta, Antje Manthey, Geoff J. May, Deleene S. Menefee, Laura Nawijn, Steven M. Nelson, Richard W. J. Neufeld, Jack B. Nitschke, Daniel O'Doherty, Matthew Peverill, Kerry J. Ressler, Annerine Roos, Margaret A. Sheridan, Anika Sierk, Alan Simmons, Raluca M. Simons, Jeffrey S. Simons, Jennifer Stevens, Benjamin Suarez-Jimenez, Danielle R. Sullivan, Jean Theberge, Jana K. Tran, Leigh van den Heuvel, Steven J. A. van der Werff, Sanne J. H. van Rooij, Mirjam van Zuiden, Carmen Velez, Mieke Verfaellie, Robert R. J. M. Vermeiren, Benjamin S. C. Wade, Tor Wager, Henrik Walter, Sherry Winternitz, Jonathan Wolff, Gerald York, Ye Zhu, Xi Zhu, Chadi G. Abdallah, Richard Bryant, Judith K. Daniels, Richard J. Davidson, Kelene A. Fercho, Carol Franz, Elbert Geuze, Evan M. Gordon, Milissa L. Kaufman, William S. Kremen, Jim Lagopoulos, Ruth A. Lanius, Michael J. Lyons, Stephen R. McCauley, Regina McGlinchey, Katie A. McLaughlin, William Milberg, Yuval Neria, Miranda Olff, Soraya Seedat, Martha Shenton, Scott R. Sponheim, Dan J. Stein, Murray B. Stein, Thomas Straube, David F. Tate, Nic J. A. van der Wee, Dick J. Veltman, Li Wang, Elisabeth A. Wilde, Paul M. Thompson, Peter Kochunov, Neda Jahanshad, Rajendra A. Morey
Summary: Research suggests that PTSD may be associated with disrupted white matter organization, especially in the tapetum region, which is connected to the hippocampus network consistently implicated in PTSD.
MOLECULAR PSYCHIATRY
(2021)
Article
Clinical Neurology
Mackenzie J. Lind, Leslie A. Brick, Philip R. Gehrman, Laramie E. Duncan, Bizu Gelaye, Adam X. Maihofer, Caroline M. Nievergelt, Nicole R. Nugent, Murray B. Stein, Ananda B. Amstadter
Article
Clinical Neurology
Swati Rane, Natalie Koh, John Oakley, Christina Caso, Cyrus P. Zabetian, Brenna Cholerton, Thomas J. Montine, Thomas Grabowski
PARKINSONISM & RELATED DISORDERS
(2020)
Article
Psychology, Clinical
Jessica L. Jenness, Matthew Peverill, Adam Bryant Miller, Charlotte Heleniak, Madeline M. Robertson, Kelly A. Sambrook, Margaret A. Sheridan, Katie A. McLaughlin
Summary: The study found that maltreated youth showed different patterns of brain activation compared to non-maltreated youth when facing negative emotional stimuli, with reduced activation in cognitive control regions and increased activation in regions associated with emotion processing. These alterations in brain function partly explain the association between maltreatment and psychopathology.
PSYCHOLOGICAL MEDICINE
(2021)
Article
Biochemistry & Molecular Biology
Xin Wang, Hong Xie, Tian Chen, Andrew S. Cotton, Lauren E. Salminen, Mark W. Logue, Emily K. Clarke-Rubright, John Wall, Emily L. Dennis, Brian M. O'Leary, Chadi G. Abdallah, Elpiniki Andrew, Lee A. Baugh, Jessica Bomyea, Steven E. Bruce, Richard Bryant, Kyle Choi, Judith K. Daniels, Nicholas D. Davenport, Richard J. Davidson, Michael DeBellis, Terri DeRoon-Cassini, Seth G. Disner, Negar Fani, Kelene A. Fercho, Jacklynn Fitzgerald, Gina L. Forster, Jessie L. Frijling, Elbert Geuze, Hassaan Gomaa, Evan M. Gordon, Dan Grupe, Ilan Harpaz-Rotem, Courtney C. Haswell, Julia I. Herzog, David Hofmann, Michael Hollifield, Bobak Hosseini, Anna R. Hudson, Jonathan Ipser, Neda Jahanshad, Tanja Jovanovic, Milissa L. Kaufman, Anthony P. King, Saskia B. J. Koch, Inga K. Koerte, Mayuresh S. Korgaonkar, John H. Krystal, Christine Larson, Lauren A. M. Lebois, Ifat Levy, Gen Li, Vincent A. Magnotta, Antje Manthey, Geoffrey May, Katie A. McLaughlin, Sven C. Mueller, Laura Nawijn, Steven M. Nelson, Yuval Neria, Jack B. Nitschke, Miranda Olff, Elizabeth A. Olson, Matthew Peverill, K. Luan Phan, Faisal M. Rashid, Kerry Ressler, Isabelle M. Rosso, Kelly Sambrook, Christian Schmahl, Martha E. Shenton, Anika Sierk, Jeffrey S. Simons, Raluca M. Simons, Scott R. Sponheim, Murray B. Stein, Dan J. Stein, Jennifer S. Stevens, Thomas Straube, Benjamin Suarez-Jimenez, Marijo Tamburrino, Sophia I. Thomopoulos, Nic J. A. van der Wee, Steven J. A. van der Werff, Theo G. M. van Erp, Sanne J. H. van Rooij, Mirjam van Zuiden, Tim Varkevisser, Dick J. Veltman, Robert R. J. M. Vermeiren, Henrik Walter, Li Wang, Ye Zhu, Xi Zhu, Paul M. Thompson, Rajendra A. Morey, Israel Liberzon
Summary: Studies of posttraumatic stress disorder (PTSD) have shown volume abnormalities in multiple cortical regions, especially in prefrontal and emotion-related areas. The impact of comorbid depression on findings is discussed, with adjusted results still significant.
MOLECULAR PSYCHIATRY
(2021)
Article
Clinical Neurology
William C. Palmer, Brenna A. Cholerton, Cyrus P. Zabetian, Thomas J. Montine, Thomas J. Grabowski, Swati Rane
Summary: The study found significant differences in cerebello-cortical functional connectivity between PD patients and normal controls, particularly in the somatomotor network. Cognitive function was found to be associated with connectivity of the cerebellar SMN and dorsal attention network. Altered cerebellar connectivity with frontoparietal and default mode networks was also correlated with the severity of motor function in PD.
FRONTIERS IN NEUROLOGY
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Masahiro Kobayashi, Swati Rane Levendovszky, Daniel S. Hippe, Makoto Hasegawa, Nozomu Murata, Kiyoko Murata, Desiree A. Marshall, Luis F. Gonzalez-Cuyar, Kenneth R. Maravilla
Summary: This study compared gadolinium retention and elimination rates in human brain tissue, skin, and bone exposed to either gadoteridol or gadobenate dimeglumine. The results showed that gadobenate dimeglumine retained significantly higher levels of gadolinium compared to gadoteridol in the brain and bone, and both agents exhibited nonzero elimination of retained gadolinium in white matter and skin.
Article
Psychology, Developmental
Elizabeth A. McNeilly, Matthew Peverill, Jiwon Jung, Katie A. McLaughlin
Summary: The study investigates the potential role of difficulties in executive functioning (EF) as a mechanism linking childhood and adolescent socioeconomic status (SES) with externalizing and internalizing psychopathology. The results suggest that reduced EF may be an underlying mechanism through which low-SES confers risk for psychopathology in children and adolescents.
JOURNAL OF ADOLESCENCE
(2021)
Article
Psychiatry
Yuanchao Zheng, Melanie E. Garrett, Delin Sun, Emily K. Clarke-Rubright, Courtney C. Haswell, Adam X. Maihofer, Jeremy A. Elman, Carol E. Franz, Michael J. Lyons, William S. Kremen, Matthew Peverill, Kelly Sambrook, Katie A. McLaughlin, Nicholas D. Davenport, Seth Disner, Scott R. Sponheim, Elpiniki Andrew, Mayuresh Korgaonkar, Richard Bryant, Tim Varkevisser, Elbert Geuze, Jonathan Coleman, Jean C. Beckham, Nathan A. Kimbrel, Danielle Sullivan, Mark Miller, Jasmeet Hayes, Mieke Verfaellie, Erika Wolf, David Salat, Jeffrey M. Spielberg, William Milberg, Regina McGlinchey, Emily L. Dennis, Paul M. Thompson, Sarah Medland, Neda Jahanshad, Caroline M. Nievergelt, Allison E. Ashley-Koch, Mark W. Logue, Rajendra A. Morey
Summary: Recent research has shown that genetic variants, trauma, and posttraumatic stress disorder (PTSD) can significantly impact subcortical structures' volume, with trauma and PTSD potentially interacting with genetic markers. The hippocampus and amygdala play key roles in mediating PTSD symptomatology, while polygenic scores are associated with the volume of these brain structures.
TRANSLATIONAL PSYCHIATRY
(2021)
Article
Neurosciences
Adam X. Maihofer, Karmel W. Choi, Jonathan R. Coleman, Nikolaos P. Daskalakis, Christy A. Denckla, Elizabeth Ketema, Rajendra A. Morey, Renato Polimanti, Andrew Ratanatharathorn, Katy Torres, Aliza P. Wingo, Clement C. Zai, Allison E. Aiello, Lynn M. Almli, Ananda B. Amstadter, Soren B. Andersen, Ole A. Andreassen, Paul A. Arbisi, Allison E. Ashley-Koch, S. Bryn Austin, Esmina Avdibegovic, Anders D. Borglum, Dragan Babic, Marie Baekvad-Hansen, Dewleen G. Baker, Jean C. Beckham, Laura J. Bierut, Jonathan Bisson, Marco P. Boks, Elizabeth A. Bolger, Bekh Bradley, Meghan Brashear, Gerome Breen, Richard A. Bryant, Angela C. Bustamante, Jonas Bybjerg-Grauholm, Joseph R. Calabrese, Jose M. Caldas-de-Almeida, Chia-Yen Chen, Anders M. Dale, Shareefa Dalvie, Jurgen Deckert, Douglas L. Delahanty, Michelle F. Dennis, Seth G. Disner, Katharina Domschke, Laramie E. Duncan, Alma Dzubur Kulenovic, Christopher R. Erbes, Alexandra Evans, Lindsay A. Farrer, Norah C. Feeny, Janine D. Flory, David Forbes, Carol E. Franz, Sandro Galea, Melanie E. Garrett, Aarti Gautam, Bizu Gelaye, Joel Gelernter, Elbert Geuze, Charles F. Gillespie, Aferdita Goci, Scott D. Gordon, Guia Guffanti, Rasha Hammamieh, Michael A. Hauser, Andrew C. Heath, Sian M. J. Hemmings, David Michael Hougaard, Miro Jakovljevic, Marti Jett, Eric Otto Johnson, Ian Jones, Tanja Jovanovic, Xue-Jun Qin, Karen-Inge Karstoft, Milissa L. Kaufman, Ronald C. Kessler, Alaptagin Khan, Nathan A. Kimbrel, Anthony P. King, Nastassja Koen, Henry R. Kranzler, William S. Kremen, Bruce R. Lawford, Lauren A. M. Lebois, Catrin Lewis, Israel Liberzon, Sarah D. Linnstaedt, Mark W. Logue, Adriana Lori, Bozo Lugonja, Jurjen J. Luykx, Michael J. Lyons, Jessica L. Maples-Keller, Charles Marmar, Nicholas G. Martin, Douglas Maurer, Matig R. Mavissakalian, Alexander McFarlane, Regina E. McGlinchey, Katie A. McLaughlin, Samuel A. McLean, Divya Mehta, Rebecca Mellor, Vasiliki Michopoulos, William Milberg, Mark W. Miller, Charles Phillip Morris, Ole Mors, Preben B. Mortensen, Elliot C. Nelson, Merete Nordentoft, Sonya B. Norman, Meaghan O'Donnell, Holly K. Orcutt, Matthew S. Panizzon, Edward S. Peters, Alan L. Peterson, Matthew Peverill, Robert H. Pietrzak, Melissa A. Polusny, John P. Rice, Victoria B. Risbrough, Andrea L. Roberts, Alex O. Rothbaum, Barbara O. Rothbaum, Peter Roy-Byrne, Kenneth J. Ruggiero, Ariane Rung, Bart P. F. Rutten, Nancy L. Saccone, Sixto E. Sanchez, Dick Schijven, Soraya Seedat, Antonia Seligowski, Julia S. Seng, Christina M. Sheerin, Derrick Silove, Alicia K. Smith, Jordan W. Smoller, Scott R. Sponheim, Dan J. Stein, Jennifer S. Stevens, Martin H. Teicher, Wesley K. Thompson, Edward Trapido, Monica Uddin, Robert J. Ursano, Leigh Luella van den Heuvel, Miranda Van Hooff, Eric Vermetten, Christiaan H. Vinkers, Joanne Voisey, Yunpeng Wang, Zhewu Wang, Thomas Werge, Michelle A. Williams, Douglas E. Williamson, Sherry Winternitz, Christiane Wolf, Erika J. Wolf, Rachel Yehuda, Keith A. Young, Ross McD Young, Hongyu Zhao, Lori A. Zoellner, Magali Haas, Heather Lasseter, Allison C. Provost, Rany M. Salem, Jonathan Sebat, Richard A. Shaffer, Tianying Wu, Stephan Ripke, Mark J. Daly, Kerry J. Ressler, Karestan C. Koenen, Murray B. Stein, Caroline M. Nievergelt
Summary: This study combines a quantitative measurement of posttraumatic stress disorder (PTSD) phenotype with lifetime trauma exposure (LTE) information to identify novel risk loci and demonstrate a high genetic overlap between PTSD and LTE.
BIOLOGICAL PSYCHIATRY
(2022)
Article
Psychology, Developmental
Matthew Peverill, Maya L. Rosen, Lucy A. Lurie, Kelly A. Sambrook, Margaret A. Sheridan, Katie A. McLaughlin
Summary: This study examined the effects of threat and deprivation on brain structure and found that threat was associated with reduced cortical thickness and surface area in brain regions involved in salience processing. However, contrary to expectations, threat was also associated with thinning in frontoparietal areas. Deprivation, on the other hand, did not have any effects on brain structure.
DEVELOPMENTAL COGNITIVE NEUROSCIENCE
(2023)
Review
Radiology, Nuclear Medicine & Medical Imaging
Nivedita Agarwal, Laura D. Lewis, Lydiane Hirschler, Leonardo Rivera Rivera, Shinji Naganawa, Swati Rane Levendovszky, Geir Ringstad, Marijan Klarica, Joanna Wardlaw, Costantino Iadecola, Cheryl Hawkes, Roxana Octavia Carare, Jack Wells, Erik N. T. P. Bakker, Vartan Kurtcuoglu, Lynne Bilston, Maiken Nedergaard, Yuki Mori, Marcus Stoodley, Noam Alperin, Mony de Leon, Matthias J. P. van Osch
Summary: Neurofluids refer to all fluids in the brain and spine, including blood, cerebrospinal fluid, and interstitial fluid. Neuroscientists have identified various fluid environments that interact harmoniously to support optimal brain function. Animal studies have been crucial in understanding the dynamics of neurofluids, while human studies are limited due to the lack of noninvasive imaging techniques. The future development of noninvasive MRI techniques holds promise in imaging neurofluid dynamics and identifying pathological processes.
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2023)
Article
Psychology, Developmental
Trevor K. M. Day, Jed T. Elison
Summary: A critical question in the study of language development is to understand lexical and syntactic acquisition, which play different roles in speech. By distinguishing between lexical and syntactic development using the MB-CDI Wordbank database, this approach may prove simple yet fruitful.
JOURNAL OF CHILD LANGUAGE
(2022)
Meeting Abstract
Clinical Neurology
S. Atkinson, R. Seo, D. Peterson, B. Cholerton, S. C. Hu, T. Montine, T. Grabowski, C. Zabetian, S. Rane
MOVEMENT DISORDERS
(2021)
Review
Psychology, Clinical
Matthew Peverill, Melanie A. Dirks, Tomas Narvaja, Kate L. Herts, Jonathan S. Comer, Katie A. McLaughlin
Summary: Children raised in families with low socioeconomic status are more likely to exhibit symptoms of psychopathology, with factors such as low family income, education level, and receipt of public assistance showing small to moderate associations with higher levels of childhood psychopathology. However, the strength of this association and the specific indices of SES most strongly associated with childhood psychopathology can vary across different populations and communities, highlighting the need for further research on potential intervention targets.
CLINICAL PSYCHOLOGY REVIEW
(2021)