6 research outputs found
Thermocline management of stratified tanks for heat storage
Stratified tanks are useful for maximising the thermal energy efficiency of non-continuous and semi-continuous processes. Liquid at two or more dissimilar temperatures is stored within the same tank to provide a buffer for variations in heating and cooling loads. Control of the thermocline between the hot and cold fluid regions is needed to minimise thermocline growth and maximise operation of the storage tank. An experimental programme using a scale model of an industrial stratified tank (aspect ratio 3.5) and Perspex tank (aspect ratio 8.2) is reported. The behaviour and growth of the hot-cold thermocline under various operating conditions is presented. A siphoning method to re-establish the thermocline without interrupting the use of the tank is tested. Siphoning of the thermocline region from either 20%, 50% or 80% of the tank height is an effective strategy for uninterrupted interface re-establishment. However, the rate and position of siphoning and the load balance of the exit streams are critical variables for minimising the time for effective re-establishment of the two temperature zones
Proceedings of the 3rd Biennial Conference of the Society for Implementation Research Collaboration (SIRC) 2015: advancing efficient methodologies through community partnerships and team science
It is well documented that the majority of adults, children and families in need of evidence-based behavioral health interventionsi do not receive them [1, 2] and that few robust empirically supported methods for implementing evidence-based practices (EBPs) exist. The Society for Implementation Research Collaboration (SIRC) represents a burgeoning effort to advance the innovation and rigor of implementation research and is uniquely focused on bringing together researchers and stakeholders committed to evaluating the implementation of complex evidence-based behavioral health interventions. Through its diverse activities and membership, SIRC aims to foster the promise of implementation research to better serve the behavioral health needs of the population by identifying rigorous, relevant, and efficient strategies that successfully transfer scientific evidence to clinical knowledge for use in real world settings [3]. SIRC began as a National Institute of Mental Health (NIMH)-funded conference series in 2010 (previously titled the âSeattle Implementation Research Conferenceâ; $150,000 USD for 3 conferences in 2011, 2013, and 2015) with the recognition that there were multiple researchers and stakeholdersi working in parallel on innovative implementation science projects in behavioral health, but that formal channels for communicating and collaborating with one another were relatively unavailable. There was a significant need for a forum within which implementation researchers and stakeholders could learn from one another, refine approaches to science and practice, and develop an implementation research agenda using common measures, methods, and research principles to improve both the frequency and quality with which behavioral health treatment implementation is evaluated. SIRCâs membership growth is a testament to this identified need with more than 1000 members from 2011 to the present.ii SIRCâs primary objectives are to: (1) foster communication and collaboration across diverse groups, including implementation researchers, intermediariesi, as well as community stakeholders (SIRC uses the term âEBP championsâ for these groups) â and to do so across multiple career levels (e.g., students, early career faculty, established investigators); and (2) enhance and disseminate rigorous measures and methodologies for implementing EBPs and evaluating EBP implementation efforts. These objectives are well aligned with Glasgow and colleaguesâ [4] five core tenets deemed critical for advancing implementation science: collaboration, efficiency and speed, rigor and relevance, improved capacity, and cumulative knowledge. SIRC advances these objectives and tenets through in-person conferences, which bring together multidisciplinary implementation researchers and those implementing evidence-based behavioral health interventions in the community to share their work and create professional connections and collaborations
Adaptations to support occupational engagement with age-related vision loss: A metasynthesis study
Proceedings of the 3rd Biennial Conference of the Society for Implementation Research Collaboration (SIRC) 2015: advancing efficient methodologies through community partnerships and team science
Table of contents
Introduction to the 3rd Biennial Conference of the Society for Implementation Research Collaboration: advancing efficient methodologies through team science and community partnerships
Cara Lewis, Doyanne Darnell, Suzanne Kerns, Maria Monroe-DeVita, Sara J. Landes, Aaron R. Lyon, Cameo Stanick, Shannon Dorsey, Jill Locke, Brigid Marriott, Ajeng Puspitasari, Caitlin Dorsey, Karin Hendricks, Andria Pierson, Phil Fizur, Katherine A. Comtois
A1: A behavioral economic perspective on adoption, implementation, and sustainment of evidence-based interventions
Lawrence A. Palinkas
A2: Towards making scale up of evidence-based practices in child welfare systems more efficient and affordable
Patricia Chamberlain
A3: Mixed method examination of strategic leadership for evidence-based practice implementation
Gregory A. Aarons, Amy E. Green, Mark. G. Ehrhart, Elise M. Trott, Cathleen E. Willging
A4: Implementing practice change in Federally Qualified Health Centers: Learning from leadersâ experiences
Maria E. Fernandez, Nicholas H. Woolf, Shuting (Lily) Liang, Natalia I. Heredia, Michelle Kegler, Betsy Risendal, Andrea Dwyer, Vicki Young, Dayna Campbell, Michelle Carvalho, Yvonne Kellar-Guenther
A3: Mixed method examination of strategic leadership for evidence-based practice implementation
Gregory A. Aarons, Amy E. Green, Mark. G. Ehrhart, Elise M. Trott, Cathleen E. Willging
A4: Implementing practice change in Federally Qualified Health Centers: Learning from leadersâ experiences
Maria E. Fernandez, Nicholas H. Woolf, Shuting (Lily) Liang, Natalia I. Heredia, Michelle Kegler, Betsy Risendal, Andrea Dwyer, Vicki Young, Dayna Campbell, Michelle Carvalho, Yvonne Kellar-Guenther
A5: Efficient synthesis: Using qualitative comparative analysis and the Consolidated Framework for Implementation Research across diverse studies
Laura J. Damschroder, Julie C. Lowery
A6: Establishing a veterans engagement group to empower patients and inform Veterans Affairs (VA) health services research
Sarah S. Ono, Kathleen F. Carlson, Erika K. Cottrell, Maya E. OâNeil, Travis L. Lovejoy
A7: Building patient-practitioner partnerships in community oncology settings to implement behavioral interventions for anxious and depressed cancer survivors
Joanna J. Arch, Jill L. Mitchell
A8: Tailoring a Cognitive Behavioral Therapy implementation protocol using mixed methods, conjoint analysis, and implementation teams
Cara C. Lewis, Brigid R. Marriott, Kelli Scott
A9: Wraparound Structured Assessment and Review (WrapSTAR): An efficient, yet comprehensive approach to Wraparound implementation evaluation
Jennifer Schurer Coldiron, Eric J. Bruns, Alyssa N. Hook
A10: Improving the efficiency of standardized patient assessment of clinician fidelity: A comparison of automated actor-based and manual clinician-based ratings
Benjamin C. Graham, Katelin Jordan
A11: Measuring fidelity on the cheap
Rochelle F. Hanson, Angela Moreland, Benjamin E. Saunders, Heidi S. Resnick
A12: Leveraging routine clinical materials to assess fidelity to an evidence-based psychotherapy
Shannon Wiltsey Stirman, Cassidy A. Gutner, Jennifer Gamarra, Dawne Vogt, Michael Suvak, Jennifer Schuster Wachen, Katherine Dondanville, Jeffrey S. Yarvis, Jim Mintz, Alan L. Peterson, Elisa V. Borah, Brett T. Litz, Alma Molino, Stacey Young McCaughanPatricia A. Resick
A13: The video vignette survey: An efficient process for gathering diverse community opinions to inform an intervention
Nancy Pandhi, Nora Jacobson, Neftali Serrano, Armando Hernandez, Elizabeth Zeidler- Schreiter, Natalie Wietfeldt, Zaher Karp
A14: Using integrated administrative data to evaluate implementation of a behavioral health and trauma screening for children and youth in foster care
Michael D. Pullmann, Barbara Lucenko, Bridget Pavelle, Jacqueline A. Uomoto, Andrea Negrete, Molly Cevasco, Suzanne E. U. Kerns
A15: Intermediary organizations as a vehicle to promote efficiency and speed of implementation
Robert P. Franks, Christopher Bory
A16: Applying the Consolidated Framework for Implementation Research constructs directly to qualitative data: The power of implementation science in action
Edward J. Miech, Teresa M. Damush
A17: Efficient and effective scaling-up, screening, brief interventions, and referrals to treatment (SBIRT) training: a snowball implementation model
Jason Satterfield, Derek Satre, Maria Wamsley, Patrick Yuan, Patricia OâSullivan
A18: Matching models of implementation to system needs and capacities: addressing the human factor
Helen Best, Susan Velasquez
A19: Agency characteristics that facilitate efficient and successful implementation efforts
Miya Barnett, Lauren Brookman-Frazee, Jennifer Regan, Nicole Stadnick, Alison Hamilton, Anna Lau
A20: Rapid assessment process: Application to the Prevention and Early Intervention transformation in Los Angeles County
Jennifer Regan, Alison Hamilton, Nicole Stadnick, Miya Barnett, Anna Lau, Lauren Brookman-Frazee
A21: The development of the Evidence-Based Practice-Concordant Care Assessment: An assessment tool to examine treatment strategies across practices
Nicole Stadnick, Anna Lau, Miya Barnett, Jennifer Regan, Scott Roesch, Lauren Brookman-Frazee
A22: Refining a compilation of discrete implementation strategies and determining their importance and feasibility
Byron J. Powell, Thomas J. Waltz, Matthew J. Chinman, Laura Damschroder, Jeffrey L. Smith, Monica M. Matthieu, Enola K. Proctor, JoAnn E. Kirchner
A23: Structuring complex recommendations: Methods and general findings
Thomas J. Waltz, Byron J. Powell, Matthew J. Chinman, Laura J. Damschroder, Jeffrey L. Smith, Monica J. Matthieu, Enola K. Proctor, JoAnn E. Kirchner
A24: Implementing prolonged exposure for post-traumatic stress disorder in the Department of Veterans Affairs: Expert recommendations from the Expert Recommendations for Implementing Change (ERIC) project
Monica M. Matthieu, Craig S. Rosen, Thomas J. Waltz, Byron J. Powell, Matthew J. Chinman, Laura J. Damschroder, Jeffrey L. Smith, Enola K. Proctor, JoAnn E. Kirchner
A25: When readiness is a luxury: Co-designing a risk assessment and quality assurance process with violence prevention frontline workers in Seattle, WA
Sarah C. Walker, Asia S. Bishop, Mariko Lockhart
A26: Implementation potential of structured recidivism risk assessments with justice- involved veterans: Qualitative perspectives from providers
Allison L. Rodriguez, Luisa Manfredi, Andrea Nevedal, Joel Rosenthal, Daniel M. Blonigen
A27: Developing empirically informed readiness measures for providers and agencies for the Family Check-Up using a mixed methods approach
Anne M. Mauricio, Thomas D. Dishion, Jenna Rudo-Stern, Justin D. Smith
A28: Pebbles, rocks, and boulders: The implementation of a school-based social engagement intervention for children with autism
Jill Locke, Courtney Benjamin Wolk, Colleen Harker, Anne Olsen, Travis Shingledecker, Frances Barg, David Mandell, Rinad S. Beidas
A29: Problem Solving Teletherapy (PST.Net): A stakeholder analysis examining the feasibility and acceptability of teletherapy in community based aging services
Marissa C. Hansen, Maria P. Aranda, Isabel Torres-Vigil
A30: A case of collaborative intervention design eventuating in behavior therapy sustainment and diffusion
Bryan Hartzler
A31: Implementation of suicide risk prevention in an integrated delivery system: Mental health specialty services
Bradley Steinfeld, Tory Gildred, Zandrea Harlin, Fredric Shephard
A32: Implementation team, checklist, evaluation, and feedback (ICED): A step-by-step approach to Dialectical Behavior Therapy program implementation
Matthew S. Ditty, Andrea Doyle, John A. Bickel III, Katharine Cristaudo
A33: The challenges in implementing muliple evidence-based practices in a community mental health setting
Dan Fox, Sonia Combs
A34: Using electronic health record technology to promote and support evidence-based practice assessment and treatment intervention
David H. Lischner
A35: Are existing frameworks adequate for measuring implementation outcomes? Results from a new simulation methodology
Richard A. Van Dorn, Stephen J. Tueller, Jesse M. Hinde, Georgia T. Karuntzos
A36: Taking global local: Evaluating training of Washington State clinicians in a modularized cogntive behavioral therapy approach designed for low-resource settings
Maria Monroe-DeVita, Roselyn Peterson, Doyanne Darnell, Lucy Berliner, Shannon Dorsey, Laura K. Murray
A37: Attitudes toward evidence-based practices across therapeutic orientations
Yevgeny Botanov, Beverly Kikuta, Tianying Chen, Marivi Navarro-Haro, Anthony DuBose, Kathryn E. Korslund, Marsha M. Linehan
A38: Predicting the use of an evidence-based intervention for autism in birth-to-three programs
Colleen M. Harker, Elizabeth A. Karp, Sarah R. Edmunds, Lisa V. Ibañez, Wendy L. Stone
A39: Supervision practices and improved fidelity across evidence-based practices: A literature review
Mimi Choy-Brown
A40: Beyond symptom tracking: clinician perceptions of a hybrid measurement feedback system for monitoring treatment fidelity and client progress
Jack H. Andrews, Benjamin D. Johnides, Estee M. Hausman, Kristin M. Hawley
A41: A guideline decision support tool: From creation to implementation
Beth Prusaczyk, Alex Ramsey, Ana Baumann, Graham Colditz, Enola K. Proctor
A42: Dabblers, bedazzlers, or total makeovers: Clinician modification of a common elements cognitive behavioral therapy approach
Rosemary D. Meza, Shannon Dorsey, Shannon Wiltsey-Stirman, Georganna Sedlar, Leah Lucid
A43: Characterization of context and its role in implementation: The impact of structure, infrastructure, and metastructure
Caitlin Dorsey, Brigid Marriott, Nelson Zounlome, Cara Lewis
A44: Effects of consultation method on implementation of cognitive processing therapy for post-traumatic stress disorder
Cassidy A. Gutner, Candice M. Monson, Norman Shields, Marta Mastlej, Meredith SH Landy, Jeanine Lane, Shannon Wiltsey Stirman
A45: Cross-validation of the Implementation Leadership Scale factor structure in child welfare service organizations
Natalie K. Finn, Elisa M. Torres, Mark. G. Ehrhart, Gregory A. Aarons
A46: Sustainability of integrated smoking cessation care in Veterans Affairs posttraumatic stress disorder clinics: A qualitative analysis of focus group data from learning collaborative participants
Carol A. Malte, Aline Lott, Andrew J. Saxon
A47: Key characteristics of effective mental health trainers: The creation of the Measure of Effective Attributes of Trainers (MEAT)
Meredith Boyd, Kelli Scott, Cara C. Lewis
A48: Coaching to improve teacher implementation of evidence-based practices (EBPs)
Jennifer D. Pierce
A49: Factors influencing the implementation of peer-led health promotion programs targeting seniors: A literature review
Agathe Lorthios-Guilledroit, Lucie Richard, Johanne Filiatrault
A50: Developing treatment fidelity rating systems for psychotherapy research: Recommendations and lessons learned
Kevin Hallgren, Shirley Crotwell, Rosa Muñoz, Becky Gius, Benjamin Ladd, Barbara McCrady, Elizabeth Epstein
A51: Rapid translation of alcohol prevention science
John D. Clapp, Danielle E. Ruderman
A52: Factors implicated in successful implementation: evidence to inform improved implementation from high and low-income countries
Melanie Barwick, Raluca Barac, Stanley Zlotkin, Laila Salim, Marnie
Davidson
A53: Tracking implementation strategies prospectively: A practical approach
Alicia C. Bunger, Byron J. Powell, Hillary A. Robertson
A54: Trained but not implementing: the need for effective implementation planning tools
Christopher Botsko
A55: Evidence, context, and facilitation variables related to implementation of Dialectical Behavior Therapy: Qualitative results from a mixed methods inquiry in the Department of Veterans Affairs
Sara J. Landes, Brandy N. Smith, Allison L. Rodriguez, Lindsay R. Trent, Monica M. Matthieu
A56: Learning from implementation as usual in childrenâs mental health
Byron J. Powell, Enola K. Proctor
A57: Rates and predictors of implementation after Dialectical Behavior Therapy Intensive Training
Melanie S. Harned, Marivi Navarro-Haro, Kathryn E. Korslund, Tianying Chen, Anthony DuBose, André Ivanoff, Marsha M. Linehan
A58: Socio-contextual determinants of research evidence use in public-youth systems of care
Antonio R. Garcia, Minseop Kim, Lawrence A. Palinkas, Lonnie Snowden, John Landsverk
A59: Community resource mapping to integrate evidence-based depression treatment in primary care in Brazil: A pilot project
Annika C. Sweetland, Maria Jose Fernandes, Edilson Santos, Cristiane Duarte, AfrĂąnio Kritski, Noa Krawczyk, Caitlin Nelligan, Milton L. Wainberg
A60: The use of concept mapping to efficiently identify determinants of implementation in the National Institute of Health--Presidentâs Emergent Plan for AIDS Relief Prevention of Mother to Child HIV Transmission Implementation Science Alliance
Gregory A. Aarons, David H. Sommerfeld, Benjamin Chi, Echezona Ezeanolue, Rachel Sturke, Lydia Kline, Laura Guay, George Siberry
A61: Longitudinal remote consultation for implementing collaborative care for depression
Ian M. Bennett, Rinad Beidas, Rachel Gold, Johnny Mao, Diane Powers, Mindy Vredevoogd, Jurgen Unutzer
A62: Integrating a peer coach model to support program implementation and ensure long- term sustainability of the Incredible Years in community-based settings
Jennifer Schroeder, Lane Volpe, Julie Steffen
A63: Efficient sustainability: Existing community based supervisors as evidence-based treatment supports
Shannon Dorsey, Michael D Pullmann, Suzanne E. U. Kerns, Nathaniel Jungbluth, Lucy Berliner, Kelly Thompson, Eliza Segell
A64: Establishment of a national practice-based implementation network to accelerate adoption of evidence-based and best practices
Pearl McGee-Vincent, Nancy Liu, Robyn Walser, Jennifer Runnals, R. Keith Shaw, Sara J. Landes, Craig Rosen, Janet Schmidt, Patrick Calhoun
A65: Facilitation as a mechanism of implementation in a practice-based implementation network: Improving care in a Department of Veterans Affairs post-traumatic stress disorder outpatient clinic
Ruth L. Varkovitzky, Sara J. Landes
A66: The ACT SMART Toolkit: An implementation strategy for community-based organizations providing services to children with autism spectrum disorder
Amy Drahota, Jonathan I. Martinez, Brigitte Brikho, Rosemary Meza, Aubyn C. Stahmer, Gregory A. Aarons
A67: Supporting Policy In Health with Research: An intervention trial (SPIRIT) - protocol and early findings
Anna Williamson
A68: From evidence based practice initiatives to infrastructure: Lessons learned from a public behavioral health systemâs efforts to promote evidence based practices
Ronnie M. Rubin, Byron J. Powell, Matthew O. Hurford, Shawna L. Weaver, Rinad S. Beidas, David S. Mandell, Arthur C. Evans
A69: Applying the policy ecology model to Philadelphiaâs behavioral health transformation efforts
Byron J. Powell, Rinad S. Beidas, Ronnie M. Rubin, Rebecca E. Stewart, Courtney Benjamin Wolk, Samantha L. Matlin, Shawna Weaver, Matthew O. Hurford, Arthur C. Evans, Trevor R. Hadley, David S. Mandell
A70: A model for providing methodological expertise to advance dissemination and implementation of health discoveries in Clinical and Translational Science Award institutions
Donald R. Gerke, Beth Prusaczyk, Ana Baumann, Ericka M. Lewis, Enola K. Proctor
A71: Establishing a research agenda for the Triple P Implementation Framework
Jenna McWilliam, Jacquie Brown, Michelle Tucker
A72: Cheap and fast, but what is âbest?â: Examining implementation outcomes across sites in a state-wide scaled-up evidence-based walking program, Walk With Ease
Kathleen P Conte
A73: Measurement feedback systems in mental health: Initial review of capabilities and characteristics
Aaron R. Lyon, Meredith Boyd, Abigail Melvin, Cara C. Lewis, Freda Liu, Nathaniel Jungbluth
A74: A qualitative investigation of case managersâ attitudes toward implementation of a measurement feedback system in a public mental health system for youth
Amelia Kotte, Kaitlin A. Hill, Albert C. Mah, Priya A. Korathu-Larson, Janelle R. Au, Sonia Izmirian, Scott Keir, Brad J. Nakamura, Charmaine K. Higa-McMillan
A75: Multiple pathways to sustainability: Using Qualitative Comparative Analysis to uncover the necessary and sufficient conditions for successful community-based implementation
Brittany Rhoades Cooper, Angie Funaiole, Eleanor Dizon
A76: Prescribersâ perspectives on opioids and benzodiazepines and medication alerts to reduce co-prescribing of these medications
Eric J. Hawkins, Carol A. Malte, Hildi J. Hagedorn, Douglas Berger, Anissa Frank, Aline Lott, Carol E. Achtmeyer, Anthony J. Mariano, Andrew J. Saxon
A77: Adaptation of Coordinated Anxiety Learning and Management for comorbid anxiety and substance use disorders: Delivery of evidence-based treatment for anxiety in addictions treatment centers
Kate Wolitzky-Taylor, Richard Rawson, Richard Ries, Peter Roy-Byrne, Michelle Craske
A78: Opportunities and challenges of measuring program implementation with online surveys
Dena Simmons, Catalina Torrente, Lori Nathanson, Grace Carroll
A79: Observational assessment of fidelity to a family-centered prevention program: Effectiveness and efficiency
Justin D. Smith, Kimbree Brown, Karina Ramos, Nicole Thornton, Thomas J. Dishion, Elizabeth A. Stormshak, Daniel S. Shaw, Melvin N. Wilson
A80: Strategies and challenges in housing first fidelity: A multistate qualitative analysis
Mimi Choy-Brown, Emmy Tiderington, Bikki Tran Smith, Deborah K. Padgett
A81: Procurement and contracting as an implementation strategy: Getting To OutcomesÂź contracting
Ronnie M. Rubin, Marilyn L. Ray, Abraham Wandersman, Andrea Lamont, Gordon Hannah, Kassandra A. Alia, Matthew O. Hurford, Arthur C. Evans
A82: Web-based feedback to aid successful implementation: The interactive Stages of Implementation Completion (SIC)TM tool
Lisa Saldana, Holle Schaper, Mark Campbell, Patricia Chamberlain
A83: Efficient methodologies for monitoring fidelity in routine implementation: Lessons from the Allentown Social Emotional Learning Initiative
Valerie B. Shapiro, B.K. Elizabeth Kim, Jennifer L. Fleming, Paul A. LeBuffe
A84: The Society for Implementation Research Collaboration (SIRC) implementation development workshop: Results from a new methodology for enhancing implementation science proposals
Sara J. Landes, Cara C. Lewis, Allison L. Rodriguez, Brigid R. Marriott, Katherine Anne Comtois
A85: An update on the Society for Implementation Research Collaboration (SIRC) Instrument Review Projec
A global metagenomic map of urban microbiomes and antimicrobial resistance
We present a global atlas of 4,728 metagenomic samples from mass-transit systems in 60 cities over 3 years, representing the first systematic, worldwide catalog of the urban microbial ecosystem. This atlas provides an annotated, geospatial profile of microbial strains, functional characteristics, antimicrobial resistance (AMR) markers, and genetic elements, including 10,928 viruses, 1,302 bacteria, 2 archaea, and 838,532 CRISPR arrays not found in reference databases. We identified 4,246 known species of urban microorganisms and a consistent set of 31 species found in 97% of samples that were distinct from human commensal organisms. Profiles of AMR genes varied widely in type and density across cities. Cities showed distinct microbial taxonomic signatures that were driven by climate and geographic differences. These results constitute a high-resolution global metagenomic atlas that enables discovery of organisms and genes, highlights potential public health and forensic applications, and provides a culture-independent view of AMR burden in cities.Funding: the Tri-I Program in Computational Biology and Medicine (CBM) funded by NIH grant 1T32GM083937; GitHub; Philip Blood and the Extreme Science and Engineering Discovery Environment (XSEDE), supported by NSF grant number ACI-1548562 and NSF award number ACI-1445606; NASA (NNX14AH50G, NNX17AB26G), the NIH (R01AI151059, R25EB020393, R21AI129851, R35GM138152, U01DA053941); STARR Foundation (I13- 0052); LLS (MCL7001-18, LLS 9238-16, LLS-MCL7001-18); the NSF (1840275); the Bill and Melinda Gates Foundation (OPP1151054); the Alfred P. Sloan Foundation (G-2015-13964); Swiss National Science Foundation grant number 407540_167331; NIH award number UL1TR000457; the US Department of Energy Joint Genome Institute under contract number DE-AC02-05CH11231; the National Energy Research Scientific Computing Center, supported by the Office of Science of the US Department of Energy; Stockholm Health Authority grant SLL 20160933; the Institut Pasteur Korea; an NRF Korea grant (NRF-2014K1A4A7A01074645, 2017M3A9G6068246); the CONICYT Fondecyt IniciaciĂłn grants 11140666 and 11160905; Keio University Funds for Individual Research; funds from the Yamagata prefectural government and the city of Tsuruoka; JSPS KAKENHI grant number 20K10436; the bilateral AT-UA collaboration fund (WTZ:UA 02/2019; Ministry of Education and Science of Ukraine, UA:M/84-2019, M/126-2020); Kyiv Academic Univeristy; Ministry of Education and Science of Ukraine project numbers 0118U100290 and 0120U101734; Centro de Excelencia Severo Ochoa 2013â2017; the CERCA Programme / Generalitat de Catalunya; the CRG-Novartis-Africa mobility program 2016; research funds from National Cheng Kung University and the Ministry of Science and Technology; Taiwan (MOST grant number 106-2321-B-006-016); we thank all the volunteers who made sampling NYC possible, Minciencias (project no. 639677758300), CNPq (EDN - 309973/2015-5), the Open Research Fund of Key Laboratory of Advanced Theory and Application in Statistics and Data Science â MOE, ECNU, the Research Grants Council of Hong Kong through project 11215017, National Key RD Project of China (2018YFE0201603), and Shanghai Municipal Science and Technology Major Project (2017SHZDZX01) (L.S.