DRAFT Proposed Initial Syllabus Short course in Dynamics Systems Modeling for Public Health Hammond/Bruch/Osgood

Size: px
Start display at page:

Download "DRAFT Proposed Initial Syllabus Short course in Dynamics Systems Modeling for Public Health Hammond/Bruch/Osgood"

Transcription

1 DRAFT Proposed Initial Syllabus Short course in Dynamics Systems Modeling for Public Health Hammond/Bruch/Osgood Objectives The primary goal of this course is to provide an introduction to systems science dynamic modeling methods for students who have never used these methods in their work, but are considering incorporating them directly into their research, working with interdisciplinary teams including systems science modelers, or simply becoming informed consumers of science that uses these modeling tools. The course has five objectives: [1] To provide an overview of what sorts of problems might benefit from systems science techniques, with an introduction to concepts of modeling, complexity, and policy resistance [2] To provide students with a sense of whether this overall approach is useful for their particular problem of interest, and enhanced ability to select the specific method of maximum usefulness. We will introduce to two key dynamic modeling methods within systems science system dynamics and agent-based modeling and provide some insight into the relative strengths of each technique. [3] To provide basic training in advanced topics in systems science methodology: ranging from incorporation of empirical data on agent-based populations and behavior, to model evaluation, methods of evaluating the effects of model stochasticity, and the practical team-building, computation, and publication challenges specific to systems science [4] To review tools for model description and documentation, along with other best practices in modeling, especially as part of interdisciplinary teams. [5] To build social capital and enhance networking opportunities among public health students and scientists interested in systems science, allowing substantial opportunities for small group interaction and discussion. Assignment Students will develop an individual project, taking the form of a draft proposal for applying one of the two systems science methods to a particular problem. We will 1

2 provide detailed feedback on these final projects to students both during the course and afterwards Students will be sorted into small groups to present their individual projects to the class in panels (related by methodology or topic) on Day 5, and will submit a 5- page double-spaced paper describing the project. Readings and Exercises Readings and hands-on exercises for each day of the course will be provided (at no cost) to the participants. Daily Schedule Day 1: Introduction, Background, and Initial Discussion of Methods Course introduction and key aims What is systems science, and why might it be useful? Two important techniques (ABM, SD, networks) and a brief overview of each with examples Potential advantages for public health. Overview of uses in public health to date. Comparison to other analytical techniques, the many roles for modeling in research Initial discussion and brainstorming exercise for individual project development Small group exercise: Identifying and framing suitable topics for systems science Core readings: 1. Axelrod, Robert (2005). Advancing the Art of Simulation in the Social Sciences. Handbook of Research on Nature Inspired by Computing for Economy and Management, Jean-Philippe Rennard (Ed.) Hersey, PA: Idea Group. 2

3 2. Epstein, Joshua (2008). Why Model? Journal of Artificial Societies and Social Simulation ( 3. Sterman, John D. "Learning from evidence in a complex world." American journal of public health 96.3 (2006): Hammond, Ross (2009). Complex Systems Modeling for Obesity Research. Preventing Chronic Disease 6: IOM (Institute of Medicine). (2012). Accelerating Progress in Obesity Prevention. Solving the Weight of the Nation. Washington, DC: The National Academies Press. Appendix B. Day 2: Agent-based modeling What is ABM and Why ABM Components of an ABM Best practices for developing, testing, and analysis of an ABM Introduction to Netlogo software LAB: Hands on exercises Project work Core reading: 1. Schelling, Thomas (1978). Micromotives and Macrobehavior, Chapter 1. New York: Norton and Company. _abmt/ Schelling_Micromotives_Ch1.pdf 3

4 2. Auchincloss, A. H., and Diez Roux, A. V. (2008). A new tool for epidemiology: the usefulness of dynamic-agent models in understanding place effects on health. Am. J. Epidemiol. 168, Axtell, R. L., J. M. Epstein, et al. (2002). "Population growth and collapse in a multiagent model of the Kayenta Anasazi in Long House Valley." Proceedings of the National Academy of Science 99(3): Eubank Stephen, et al (2004). Modeling disease outbreaks in realistic urban social networks. Nature 429: Day 3: System Dynamics What is SD and Why SD Building blocks of SD: Causal Loop diagrams and Systems Mapping Stocks Flows Structure Drives behavior: Interpretation of model dynamics in terms of causal loops, stocks and flow Model Boundaries: Balancing Breadth and Parsimony across development Model goals & stakeholder involvement in the modeling process Best practices for developing, testing, and analysis of an SD model Introduction to Vensim LAB: Hands on exercises Project work Core reading: 4

5 1. Chapter 5 (Causal Loop Diagramming) in Sterman, John. Business dynamics. Irwin-McGraw-Hill, Thompson, Kimberly M., and Radboud J. Duintjer Tebbens. "Eradication versus control for poliomyelitis: an economic analysis." The Lancet (2007): Homer, J. B. (1997). Structure, data, and compelling conclusions: notes from the field. System Dynamics Review, 3(2), Rahmandad, H. and J. Sterman (2008). "Heterogeneity and network structure in the dynamics of diffusion: Comparing agent-based and differential equation models." Management Science 54(5): Day 4: Advanced Technical Topics in Dynamic Systems Modeling Revisiting comparisons between ABM and SD; similarities, differences, and themes common to both methods; a glimpse of hybrid approaches Common themes 1: Interacting with data and evidence Common themes 2: Sensitivity analysis and robustness checks Common themes 3: Model evaluation and fitness for purpose Hands-on exercise: Testing and analysis of models Small group exercise: Brainstorming and Developing Individual Projects Core reading: TBD Day 5: Practical Considerations, and Projects 5

6 Funding opportunities and considerations Communicating (and publishing) systems science research Identifying collaborators and building teams Resources for further education and networking Presentation and Discussion of projects Next steps and Resources Core reading: TBD 6

Knowledge Synthesis and Integration: Changing Models, Changing Practices

Knowledge Synthesis and Integration: Changing Models, Changing Practices Knowledge Synthesis and Integration: Changing Models, Changing Practices Irvine, California March 16, 2009 Allan Best, Managing Partner, InSource University of British Columbia Diane Finegood, Simon Fraser

More information

Firms and Markets Saturdays Summer I 2014

Firms and Markets Saturdays Summer I 2014 PRELIMINARY DRAFT VERSION. SUBJECT TO CHANGE. Firms and Markets Saturdays Summer I 2014 Professor Thomas Pugel Office: Room 11-53 KMC E-mail: tpugel@stern.nyu.edu Tel: 212-998-0918 Fax: 212-995-4212 This

More information

Road Maps A Guide to Learning System Dynamics System Dynamics in Education Project

Road Maps A Guide to Learning System Dynamics System Dynamics in Education Project D-4500-3 1 Road Maps A Guide to Learning System Dynamics System Dynamics in Education Project 2 A Guide to Learning System Dynamics D-4500-3 Road Maps System Dynamics in Education Project System Dynamics

More information

IBM Software Group. Mastering Requirements Management with Use Cases Module 6: Define the System

IBM Software Group. Mastering Requirements Management with Use Cases Module 6: Define the System IBM Software Group Mastering Requirements Management with Use Cases Module 6: Define the System 1 Objectives Define a product feature. Refine the Vision document. Write product position statement. Identify

More information

A 3D SIMULATION GAME TO PRESENT CURTAIN WALL SYSTEMS IN ARCHITECTURAL EDUCATION

A 3D SIMULATION GAME TO PRESENT CURTAIN WALL SYSTEMS IN ARCHITECTURAL EDUCATION A 3D SIMULATION GAME TO PRESENT CURTAIN WALL SYSTEMS IN ARCHITECTURAL EDUCATION Eray ŞAHBAZ* & Fuat FİDAN** *Eray ŞAHBAZ, PhD, Department of Architecture, Karabuk University, Karabuk, Turkey, E-Mail: eraysahbaz@karabuk.edu.tr

More information

Building Extension s Public Value

Building Extension s Public Value [EXCERPTED FOR PURDUE UNIVERSITY OCTOBER 2009] Building Extension s Public Value Workbook Written by Laura Kalambokidis and Theresa Bipes Building Extension s Public Value 2 Copyright 2007 University of

More information

Lahore University of Management Sciences. FINN 321 Econometrics Fall Semester 2017

Lahore University of Management Sciences. FINN 321 Econometrics Fall Semester 2017 Instructor Syed Zahid Ali Room No. 247 Economics Wing First Floor Office Hours Email szahid@lums.edu.pk Telephone Ext. 8074 Secretary/TA TA Office Hours Course URL (if any) Suraj.lums.edu.pk FINN 321 Econometrics

More information

Master s Programme in European Studies

Master s Programme in European Studies Programme syllabus for the Master s Programme in European Studies 120 higher education credits Second Cycle Confirmed by the Faculty Board of Social Sciences 2015-03-09 2 1. Degree Programme title and

More information

Practice Examination IREB

Practice Examination IREB IREB Examination Requirements Engineering Advanced Level Elicitation and Consolidation Practice Examination Questionnaire: Set_EN_2013_Public_1.2 Syllabus: Version 1.0 Passed Failed Total number of points

More information

Control Tutorials for MATLAB and Simulink

Control Tutorials for MATLAB and Simulink Control Tutorials for MATLAB and Simulink Last updated: 07/24/2014 Author Information Prof. Bill Messner Carnegie Mellon University Prof. Dawn Tilbury University of Michigan Asst. Prof. Rick Hill, PhD

More information

URBANIZATION & COMMUNITY Sociology 420 M/W 10:00 a.m. 11:50 a.m. SRTC 162

URBANIZATION & COMMUNITY Sociology 420 M/W 10:00 a.m. 11:50 a.m. SRTC 162 URBANIZATION & COMMUNITY Sociology 420 M/W 10:00 a.m. 11:50 a.m. SRTC 162 Instructor: Office: E-mail: Office hours: TA: Office: Office Hours: E-mail: Professor Alex Stepick 217J Cramer Hall stepick@pdx.edu

More information

INTRODUCTION TO SOCIOLOGY SOCY 1001, Spring Semester 2013

INTRODUCTION TO SOCIOLOGY SOCY 1001, Spring Semester 2013 INTRODUCTION TO SOCIOLOGY SOCY 1001, Spring Semester 2013 Professor: Lori M. Hunter, Ph.D. Contact: Lori.Hunter@colorado.edu, 303-492-5850 Background: http://www.colorado.edu/ibs/es/hunterl/ Office Hours:

More information

Agent-Based Software Engineering

Agent-Based Software Engineering Agent-Based Software Engineering Learning Guide Information for Students 1. Description Grade Module Máster Universitario en Ingeniería de Software - European Master on Software Engineering Advanced Software

More information

Stochastic Calculus for Finance I (46-944) Spring 2008 Syllabus

Stochastic Calculus for Finance I (46-944) Spring 2008 Syllabus Stochastic Calculus for Finance I (46-944) Spring 2008 Syllabus Introduction. This is a first course in stochastic calculus for finance. It assumes students are familiar with the material in Introduction

More information

UC San Diego - WASC Exhibit 7.1 Inventory of Educational Effectiveness Indicators

UC San Diego - WASC Exhibit 7.1 Inventory of Educational Effectiveness Indicators What are these? Formal Skills A two-course requirement including any lower-division calculus, symbolic logic, computer programming and/or statistics from the following list: MATH 3C, 4C, 10A or 20A; 10B

More information

COURSE WEBSITE:

COURSE WEBSITE: Intro to Financial Accounting Spring 2012 Instructor 2: Jacqueline R. Conrecode, MBA, MS, CPA Office Hours: Mondays & Wednesdays: 11:00 12:15 PM, 3:30 4:45PM Office: Lutgert Hall 3333 Office Phone: 239

More information

D Road Maps 6. A Guide to Learning System Dynamics. System Dynamics in Education Project

D Road Maps 6. A Guide to Learning System Dynamics. System Dynamics in Education Project D-4506-5 1 Road Maps 6 A Guide to Learning System Dynamics System Dynamics in Education Project 2 A Guide to Learning System Dynamics D-4506-5 Road Maps 6 System Dynamics in Education Project System Dynamics

More information

Answers To Managerial Economics And Business Strategy

Answers To Managerial Economics And Business Strategy Answers To And Business Strategy Free PDF ebook Download: Answers To And Business Strategy Download or Read Online ebook answers to managerial economics and business strategy in PDF Format From The Best

More information

Innovating Toward a Vibrant Learning Ecosystem:

Innovating Toward a Vibrant Learning Ecosystem: KnowledgeWorks Forecast 3.0 Innovating Toward a Vibrant Learning Ecosystem: Ten Pathways for Transforming Learning Katherine Prince Senior Director, Strategic Foresight, KnowledgeWorks KnowledgeWorks Forecast

More information

GRADUATE STUDENT HANDBOOK Master of Science Programs in Biostatistics

GRADUATE STUDENT HANDBOOK Master of Science Programs in Biostatistics 2017-2018 GRADUATE STUDENT HANDBOOK Master of Science Programs in Biostatistics Entrance requirements, program descriptions, degree requirements and other program policies for Biostatistics Master s Programs

More information

STRATEGIC GROWTH FROM THE BASE OF THE PYRAMID

STRATEGIC GROWTH FROM THE BASE OF THE PYRAMID Executive Education STRATEGIC GROWTH FROM THE BASE OF THE PYRAMID This innovative, new five-day program shares key strategies, frameworks and processes that helps companies build sustainable, scalable businesses

More information

Multidisciplinary Engineering Systems 2 nd and 3rd Year College-Wide Courses

Multidisciplinary Engineering Systems 2 nd and 3rd Year College-Wide Courses Multidisciplinary Engineering Systems 2 nd and 3rd Year College-Wide Courses Kevin Craig College of Engineering Marquette University Milwaukee, WI, USA Mark Nagurka College of Engineering Marquette University

More information

PREPARED BY: IOTC SECRETARIAT 1, 20 SEPTEMBER 2017

PREPARED BY: IOTC SECRETARIAT 1, 20 SEPTEMBER 2017 OUTCOMES OF THE 19 th SESSION OF THE SCIENTIFIC COMMITTEE PREPARED BY: IOTC SECRETARIAT 1, 20 SEPTEMBER 2017 PURPOSE To inform participants at the 8 th Working Party on Methods (WPM08) of the recommendations

More information

Purpose of internal assessment. Guidance and authenticity. Internal assessment. Assessment

Purpose of internal assessment. Guidance and authenticity. Internal assessment. Assessment Assessment Internal assessment Purpose of internal assessment Internal assessment is an integral part of the course and is compulsory for both SL and HL students. It enables students to demonstrate the

More information

Spring 2015 IET4451 Systems Simulation Course Syllabus for Traditional, Hybrid, and Online Classes

Spring 2015 IET4451 Systems Simulation Course Syllabus for Traditional, Hybrid, and Online Classes Spring 2015 IET4451 Systems Simulation Course Syllabus for Traditional, Hybrid, and Online Classes Instructor: Dr. Gregory L. Wiles Email Address: Use D2L e-mail, or secondly gwiles@spsu.edu Office: M

More information

ECE-492 SENIOR ADVANCED DESIGN PROJECT

ECE-492 SENIOR ADVANCED DESIGN PROJECT ECE-492 SENIOR ADVANCED DESIGN PROJECT Meeting #3 1 ECE-492 Meeting#3 Q1: Who is not on a team? Q2: Which students/teams still did not select a topic? 2 ENGINEERING DESIGN You have studied a great deal

More information

Faculty Home News Faculty

Faculty Home News Faculty Faculty Home News Faculty August 31, 2009 How They Did It: Computational Science By Karin Fischer Collaboration is the key ingredient in creating new programs in computational science, say academics in

More information

Ben Kokkeler University of Twente 10 th September 2015 HEIR Network Conference University of the West of Scotland, Paisley

Ben Kokkeler University of Twente 10 th September 2015 HEIR Network Conference University of the West of Scotland, Paisley Ben Kokkeler University of Twente 10 th September 2015 HEIR Network Conference University of the West of Scotland, Paisley Expertise profile Ben is senior researcher and advisor on Open Innovation. He

More information

Managerial Economics 12th Edition Answers

Managerial Economics 12th Edition Answers 12th Edition Answers Free PDF ebook Download: 12th Edition Answers Download or Read Online ebook managerial economics 12th edition answers in PDF Format From The Best User Guide Database Hirshey, M. (2009),,

More information

*In Ancient Greek: *In English: micro = small macro = large economia = management of the household or family

*In Ancient Greek: *In English: micro = small macro = large economia = management of the household or family ECON 3 * *In Ancient Greek: micro = small macro = large economia = management of the household or family *In English: Microeconomics = the study of how individuals or small groups of people manage limited

More information

Course syllabus: World Economy

Course syllabus: World Economy Course syllabus: World Economy 2010-2011 1. Identification NAME World Economy CODE GADEMP01-1-006 DEGREE CENTRE DEPARTMENT Grado en Administración y Dirección de Empresas (ADE) Facultad de Economía y Empresa

More information

PA 7332 Negotiations for Effective Management Syllabus Fall /23/2005 MP2.208; Green Tuesdays 7:00-9:45 pm

PA 7332 Negotiations for Effective Management Syllabus Fall /23/2005 MP2.208; Green Tuesdays 7:00-9:45 pm PA 7332 Negotiations for Effective Management Syllabus Fall 2005 8/23/2005 MP2.208; Green 3.402 Tuesdays 7:00-9:45 pm Professor Marie Chevrier Teaching Assistant: Larry Terry Office: Green 3.204 Office:

More information

INTRODUCTION TO DECISION ANALYSIS (Economics ) Prof. Klaus Nehring Spring Syllabus

INTRODUCTION TO DECISION ANALYSIS (Economics ) Prof. Klaus Nehring Spring Syllabus INTRODUCTION TO DECISION ANALYSIS (Economics 190-01) Prof. Klaus Nehring Spring 2003 Syllabus Office: 1110 SSHB, 752-3379. Office Hours (tentative): T 10:00-12:00, W 4:10-5:10. Prerequisites: Math 16A,

More information

Len Lundstrum, Ph.D., FRM

Len Lundstrum, Ph.D., FRM , Ph.D., FRM Professor of Finance Department of Finance College of Business Office: 815 753-0317 Northern Illinois University Fax: 815 753-0504 Dekalb, IL 60115 llundstrum@niu.edu Education Indiana University

More information

COMM 210 Principals of Public Relations Loyola University Department of Communication. Course Syllabus Spring 2016

COMM 210 Principals of Public Relations Loyola University Department of Communication. Course Syllabus Spring 2016 COMM 210 Principals of Public Relations Loyola University Department of Communication Course Syllabus Spring 2016 Instructor: Veronica Marshall Course Schedule: Email: vmarshall@luc.edu Tuesdays and Thursdays

More information

MULTIDISCIPLINARY TEAM COMMUNICATION THROUGH VISUAL REPRESENTATIONS

MULTIDISCIPLINARY TEAM COMMUNICATION THROUGH VISUAL REPRESENTATIONS INTERNATIONAL CONFERENCE ON ENGINEERING AND PRODUCT DESIGN EDUCATION SEPTEMBER 4 & 5 2008, UNIVERSITAT POLITECNICA DE CATALUNYA, BARCELONA, SPAIN MULTIDISCIPLINARY TEAM COMMUNICATION THROUGH VISUAL REPRESENTATIONS

More information

Summary results (year 1-3)

Summary results (year 1-3) Summary results (year 1-3) Evaluation and accountability are key issues in ensuring quality provision for all (Eurydice, 2004). In Europe, the dominant arrangement for educational accountability is school

More information

EGRHS Course Fair. Science & Math AP & IB Courses

EGRHS Course Fair. Science & Math AP & IB Courses EGRHS Course Fair Science & Math AP & IB Courses Science Courses: AP Physics IB Physics SL IB Physics HL AP Biology IB Biology HL AP Physics Course Description Course Description AP Physics C (Mechanics)

More information

Section 1: Program Design and Curriculum Planning

Section 1: Program Design and Curriculum Planning 1 ESTABLISHING COMMUNITY-BASED RESEARCH NETWORKS Deliverable #3: Summary Report of Curriculum Planning and Research Nurse Participant Conference Section 1: Program Design and Curriculum Planning The long

More information

GEB 6930 Doing Business in Asia Hough Graduate School Warrington College of Business Administration University of Florida

GEB 6930 Doing Business in Asia Hough Graduate School Warrington College of Business Administration University of Florida GEB 6930 Doing Business in Asia Hough Graduate School Warrington College of Business Administration University of Florida GENERAL INFORMATION Instructor: Linda D. Clarke, B.S., B.A., M.B.A., Ph.D., J.D.

More information

College Pricing. Ben Johnson. April 30, Abstract. Colleges in the United States price discriminate based on student characteristics

College Pricing. Ben Johnson. April 30, Abstract. Colleges in the United States price discriminate based on student characteristics College Pricing Ben Johnson April 30, 2012 Abstract Colleges in the United States price discriminate based on student characteristics such as ability and income. This paper develops a model of college

More information

PHILOSOPHY & CULTURE Syllabus

PHILOSOPHY & CULTURE Syllabus PHILOSOPHY & CULTURE Syllabus PHIL 1050 FALL 2013 MWF 10:00-10:50 ADM 218 Dr. Seth Holtzman office: 308 Administration Bldg phones: 637-4229 office; 636-8626 home hours: MWF 3-5; T 11-12 if no meeting;

More information

Classroom Assessment Techniques (CATs; Angelo & Cross, 1993)

Classroom Assessment Techniques (CATs; Angelo & Cross, 1993) Classroom Assessment Techniques (CATs; Angelo & Cross, 1993) From: http://warrington.ufl.edu/itsp/docs/instructor/assessmenttechniques.pdf Assessing Prior Knowledge, Recall, and Understanding 1. Background

More information

THE CONSENSUS PROCESS

THE CONSENSUS PROCESS THE CONSENSUS PROCESS OR CREATIVE JOINT PROBLEM SOLVING Consensus: Collective opinion or agreement, harmony, cooperation, sympathy and group solidarity. Advantages of Using a Consensus Process 1. Education

More information

Guidelines for Project I Delivery and Assessment Department of Industrial and Mechanical Engineering Lebanese American University

Guidelines for Project I Delivery and Assessment Department of Industrial and Mechanical Engineering Lebanese American University Guidelines for Project I Delivery and Assessment Department of Industrial and Mechanical Engineering Lebanese American University Approved: July 6, 2009 Amended: July 28, 2009 Amended: October 30, 2009

More information

Microeconomics And Behavior

Microeconomics And Behavior And Free PDF ebook Download: And Download or Read Online ebook microeconomics and behavior in PDF Format From The Best User Guide Database Applied : Consumers, Producers, and Markets Required text: and,

More information

Developing a Distance Learning Curriculum for Marine Engineering Education

Developing a Distance Learning Curriculum for Marine Engineering Education Paper ID #17453 Developing a Distance Learning Curriculum for Marine Engineering Education Dr. Jennifer Grimsley Michaeli P.E., Old Dominion University Dr. Jennifer G. Michaeli, PE is the Director of the

More information

Senior Project Information

Senior Project Information BIOLOGY MAJOR PROGRAM Senior Project Information Contents: 1. Checklist for Senior Project.... p.2 2. Timeline for Senior Project. p.2 3. Description of Biology Senior Project p.3 4. Biology Senior Project

More information

ME 443/643 Design Techniques in Mechanical Engineering. Lecture 1: Introduction

ME 443/643 Design Techniques in Mechanical Engineering. Lecture 1: Introduction ME 443/643 Design Techniques in Mechanical Engineering Lecture 1: Introduction Instructor: Dr. Jagadeep Thota Instructor Introduction Born in Bangalore, India. B.S. in ME @ Bangalore University, India.

More information

university of wisconsin MILWAUKEE Master Plan Report

university of wisconsin MILWAUKEE Master Plan Report university of wisconsin MILWAUKEE Master Plan Report 2010 introduction CUNNINGHAM 18 INTRODUCTION EMS CHEMISTRY LAPHAM 19 INTRODCUCTION introduction The University of Wisconsin-Milwaukee (UWM) is continually

More information

DOES OUR EDUCATIONAL SYSTEM ENHANCE CREATIVITY AND INNOVATION AMONG GIFTED STUDENTS?

DOES OUR EDUCATIONAL SYSTEM ENHANCE CREATIVITY AND INNOVATION AMONG GIFTED STUDENTS? DOES OUR EDUCATIONAL SYSTEM ENHANCE CREATIVITY AND INNOVATION AMONG GIFTED STUDENTS? M. Aichouni 1*, R. Al-Hamali, A. Al-Ghamdi, A. Al-Ghonamy, E. Al-Badawi, M. Touahmia, and N. Ait-Messaoudene 1 University

More information

Pentomino Problem. Use the 3 pentominos that are provided to make as many different shapes with 12 sides or less. Use the following 3 shapes:

Pentomino Problem. Use the 3 pentominos that are provided to make as many different shapes with 12 sides or less. Use the following 3 shapes: Use the 3 pentominos that are provided to make as many different shapes with 12 sides or less. Use the following 3 shapes: 1 of 14 Grade Levels Pre-K-2 Use the 3 pentominos that are provided to make as

More information

Student Perceptions of Reflective Learning Activities

Student Perceptions of Reflective Learning Activities Student Perceptions of Reflective Learning Activities Rosalind Wynne Electrical and Computer Engineering Department Villanova University, PA rosalind.wynne@villanova.edu Abstract It is widely accepted

More information

Improving recruitment, hiring, and retention practices for VA psychologists: An analysis of the benefits of Title 38

Improving recruitment, hiring, and retention practices for VA psychologists: An analysis of the benefits of Title 38 Improving recruitment, hiring, and retention practices for VA psychologists: An analysis of the benefits of Title 38 Introduction / Summary Recent attention to Veterans mental health services has again

More information

PBHL HEALTH ECONOMICS I COURSE SYLLABUS Winter Quarter Fridays, 11:00 am - 1:50 pm Pearlstein 308

PBHL HEALTH ECONOMICS I COURSE SYLLABUS Winter Quarter Fridays, 11:00 am - 1:50 pm Pearlstein 308 PBHL 852 - HEALTH ECONOMICS I COURSE SYLLABUS Winter Quarter 2015 Fridays, 11:00 am - 1:50 pm Pearlstein 308 Instructor Genevieve Pham-Kanter, PhD Assistant Professor Department of Health Management and

More information

Essentials of Rapid elearning (REL) Design

Essentials of Rapid elearning (REL) Design Essentials of Rapid elearning (REL) Design Course Description In this exclusive 2-day, in person training, you ll experience the hands-on practice and coaching you need to refine and enhance your understanding

More information

Northeastern University Online Course Syllabus

Northeastern University Online Course Syllabus 1 Northeastern University Online Course Syllabus Course Title: Health Behavior Change Course Number: NTR 6118-70074 Fall 2017 October 30 December 16, 2017 Instructor Contact Information Gary S. Rose, Ph.D.

More information

DIGITAL GAMING & INTERACTIVE MEDIA BACHELOR S DEGREE. Junior Year. Summer (Bridge Quarter) Fall Winter Spring GAME Credits.

DIGITAL GAMING & INTERACTIVE MEDIA BACHELOR S DEGREE. Junior Year. Summer (Bridge Quarter) Fall Winter Spring GAME Credits. DIGITAL GAMING & INTERACTIVE MEDIA BACHELOR S DEGREE Sample 2-Year Academic Plan DRAFT Junior Year Summer (Bridge Quarter) Fall Winter Spring MMDP/GAME 124 GAME 310 GAME 318 GAME 330 Introduction to Maya

More information

Thesis-Proposal Outline/Template

Thesis-Proposal Outline/Template Thesis-Proposal Outline/Template Kevin McGee 1 Overview This document provides a description of the parts of a thesis outline and an example of such an outline. It also indicates which parts should be

More information

Cambridge NATIONALS. Creative imedia Level 1/2. UNIT R081 - Pre-Production Skills DELIVERY GUIDE

Cambridge NATIONALS. Creative imedia Level 1/2. UNIT R081 - Pre-Production Skills DELIVERY GUIDE Cambridge NATIONALS Creative imedia Level 1/2 UNIT R081 - Pre-Production Skills VERSION 1 APRIL 2013 INDEX Introduction Page 3 Unit R081 - Pre-Production Skills Page 4 Learning Outcome 1 - Understand the

More information

Contact: For more information on Breakthrough visit or contact Carmel Crévola at Resources:

Contact: For more information on Breakthrough visit  or contact Carmel Crévola at Resources: Carmel Crévola is an independent international literary consultant, author, and researcher who works extensively in Australia, Canada, the United Kingdom, and the United States. Carmel Crévola s presentation

More information

How Living Costs Undermine Net Price As An Affordability Metric

How Living Costs Undermine Net Price As An Affordability Metric How Living Costs Undermine Net Price As An Affordability Metric Braden J. Hosch, Ph.D. Asst. Vice President for Institutional Research, Planning & Effectiveness Association for Institutional Research Annual

More information

Notes on The Sciences of the Artificial Adapted from a shorter document written for course (Deciding What to Design) 1

Notes on The Sciences of the Artificial Adapted from a shorter document written for course (Deciding What to Design) 1 Notes on The Sciences of the Artificial Adapted from a shorter document written for course 17-652 (Deciding What to Design) 1 Ali Almossawi December 29, 2005 1 Introduction The Sciences of the Artificial

More information

HARPER ADAMS UNIVERSITY Programme Specification

HARPER ADAMS UNIVERSITY Programme Specification HARPER ADAMS UNIVERSITY Programme Specification 1 Awarding Institution: Harper Adams University 2 Teaching Institution: Askham Bryan College 3 Course Accredited by: Not Applicable 4 Final Award and Level:

More information

SCHOOL OF CITY AND REGIONAL PLANNING COLLEGE OF ARCHITECTURE GEORGIA INSTITUTE OF TECHNOLOGY. CP8823-NB: Impact Assessment

SCHOOL OF CITY AND REGIONAL PLANNING COLLEGE OF ARCHITECTURE GEORGIA INSTITUTE OF TECHNOLOGY. CP8823-NB: Impact Assessment SCHOOL OF CITY AND REGIONAL PLANNING COLLEGE OF ARCHITECTURE GEORGIA INSTITUTE OF TECHNOLOGY CP8823-NB: Impact Assessment Spring 2014 Instructor: Nisha Botchwey, PhD, MRCP, MPH nisha.botchwey@coa.gatech.edu

More information

Health Literacy and Teach-Back: Patient-Centered Communication. Copyright 2011 NewYork-Presbyterian Hospital

Health Literacy and Teach-Back: Patient-Centered Communication. Copyright 2011 NewYork-Presbyterian Hospital Health Literacy and Teach-Back: Patient-Centered Communication Webinar Logistics: All attendees will be automatically muted and in listen-only mode for the duration of the presentation Participation is

More information

University of Toronto

University of Toronto University of Toronto OFFICE OF THE VICE PRESIDENT AND PROVOST Governance and Administration of Extra-Departmental Units Interdisciplinarity Committee Working Group Report Following approval by Governing

More information

Indigenous Peoples in Motion: Changes, Resistance, and Globalization LACB 3005 (3 Credits / 45 hours)

Indigenous Peoples in Motion: Changes, Resistance, and Globalization LACB 3005 (3 Credits / 45 hours) Indigenous Peoples in Motion: Changes, Resistance, and Globalization LACB 3005 (3 Credits / 45 hours) SIT Study Abroad Program: Peru: Indigenous Peoples and Globalization PLEASE NOTE: This syllabus is

More information

PERFORMING ARTS. Unit 2 Proposal for a commissioning brief Suite. Cambridge TECHNICALS LEVEL 3. L/507/6467 Guided learning hours: 60

PERFORMING ARTS. Unit 2 Proposal for a commissioning brief Suite. Cambridge TECHNICALS LEVEL 3. L/507/6467 Guided learning hours: 60 2016 Suite Cambridge TECHNICALS LEVEL 3 PERFORMING ARTS Unit 2 Proposal for a commissioning brief L/507/6467 Guided learning hours: 60 Version 1 September 2015 ocr.org.uk/performingarts LEVEL 3 UNIT 2:

More information

LA1 - High School English Language Development 1 Curriculum Essentials Document

LA1 - High School English Language Development 1 Curriculum Essentials Document LA1 - High School English Language Development 1 Curriculum Essentials Document Boulder Valley School District Department of Curriculum and Instruction April 2012 Access for All Colorado English Language

More information

What is PDE? Research Report. Paul Nichols

What is PDE? Research Report. Paul Nichols What is PDE? Research Report Paul Nichols December 2013 WHAT IS PDE? 1 About Pearson Everything we do at Pearson grows out of a clear mission: to help people make progress in their lives through personalized

More information

Section 3 Scope and structure of the Master's degree programme, teaching and examination language Appendix 1

Section 3 Scope and structure of the Master's degree programme, teaching and examination language Appendix 1 Degree Programme and Examination Regulations for the Elite Master s degree programme Standards of Decision-Making Across Cultures (SDAC) of the Faculty of Humanities, Social Sciences, and Theology of Friedrich-Alexander-Universität

More information

LANGUAGE DIVERSITY AND ECONOMIC DEVELOPMENT. Paul De Grauwe. University of Leuven

LANGUAGE DIVERSITY AND ECONOMIC DEVELOPMENT. Paul De Grauwe. University of Leuven Preliminary draft LANGUAGE DIVERSITY AND ECONOMIC DEVELOPMENT Paul De Grauwe University of Leuven January 2006 I am grateful to Michel Beine, Hans Dewachter, Geert Dhaene, Marco Lyrio, Pablo Rovira Kaltwasser,

More information

teacher, peer, or school) on each page, and a package of stickers on which

teacher, peer, or school) on each page, and a package of stickers on which ED 026 133 DOCUMENT RESUME PS 001 510 By-Koslin, Sandra Cohen; And Others A Distance Measure of Racial Attitudes in Primary Grade Children: An Exploratory Study. Educational Testing Service, Princeton,

More information

Success Factors for Creativity Workshops in RE

Success Factors for Creativity Workshops in RE Success Factors for Creativity s in RE Sebastian Adam, Marcus Trapp Fraunhofer IESE Fraunhofer-Platz 1, 67663 Kaiserslautern, Germany {sebastian.adam, marcus.trapp}@iese.fraunhofer.de Abstract. In today

More information

Management of time resources for learning through individual study in higher education

Management of time resources for learning through individual study in higher education Available online at www.sciencedirect.com Procedia - Social and Behavioral Scienc es 76 ( 2013 ) 13 18 5th International Conference EDU-WORLD 2012 - Education Facing Contemporary World Issues Management

More information

5.7 Course Descriptions

5.7 Course Descriptions CATALOG 2013/2014 726 BINUS UNIVERSITY 5.7 Course Descriptions 5.7.1 MM Young Professional Business Management AY002 ESSENTIAL OF BUSINESS MANAGEMENT (3 SCU) Learning Outcomes: Upon successful completion

More information

KUTZTOWN UNIVERSITY KUTZTOWN, PENNSYLVANIA COE COURSE SYLLABUS TEMPLATE

KUTZTOWN UNIVERSITY KUTZTOWN, PENNSYLVANIA COE COURSE SYLLABUS TEMPLATE KUTZTOWN UNIVERSITY KUTZTOWN, PENNSYLVANIA COE COURSE SYLLABUS TEMPLATE DEPARTMENT OF SECONDARY EDUCATION I. Course Description: Course Prefix, Number and Title Secondary Education SEU 520 Education Theory

More information

Growth of empowerment in career science teachers: Implications for professional development

Growth of empowerment in career science teachers: Implications for professional development Growth of empowerment in career science teachers: Implications for professional development Presented at the International Conference of the Association for Science Teacher Education (ASTE) in Hartford,

More information

Integrating simulation into the engineering curriculum: a case study

Integrating simulation into the engineering curriculum: a case study Integrating simulation into the engineering curriculum: a case study Baidurja Ray and Rajesh Bhaskaran Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, New York, USA E-mail:

More information

Connect Mcgraw Hill Managerial Accounting Promo Code

Connect Mcgraw Hill Managerial Accounting Promo Code Mcgraw Hill Promo Code Free PDF ebook Download: Mcgraw Hill Promo Code Download or Read Online ebook connect mcgraw hill managerial accounting promo code in PDF Format From The Best User Guide Database

More information

MIAO WANG. Articles in Refereed Journals and Book Volumes. Department of Economics Marquette University 606 N. 13 th Street Milwaukee, WI 53233

MIAO WANG. Articles in Refereed Journals and Book Volumes. Department of Economics Marquette University 606 N. 13 th Street Milwaukee, WI 53233 1 MIAO WANG Department of Economics Marquette University 606 N. 13 th Street Milwaukee, WI 53233 Phone: 414-288-7310 Fax: 414-288-5757 Email: grace.wang@marquette.edu Education Ph.D., Economics, University

More information

Doctoral Student Experience (DSE) Student Handbook. Version January Northcentral University

Doctoral Student Experience (DSE) Student Handbook. Version January Northcentral University Doctoral Student Experience (DSE) Student Handbook Version January 2017 Northcentral University 1 Table of Contents Contents Doctoral Student Experience (DSE) Student Handbook... 1 Table of Contents...

More information

Keith Weigelt. University of Pennsylvania The Wharton School Management Department 2022 Steinberg-Dietrich Hall Philadelphia, PA (215)

Keith Weigelt. University of Pennsylvania The Wharton School Management Department 2022 Steinberg-Dietrich Hall Philadelphia, PA (215) Keith Weigelt University of Pennsylvania The Wharton School Management Department 2022 Steinberg-Dietrich Hall Philadelphia, PA 19104 (215) 898-6369 I. EDUCATIONAL BACKGROUND 1986 Ph.D. in Business Policy,

More information

Ramkissoon- Mosquito Control and Prevention of Vector Borne Diseases in South Florida: A School-wide project

Ramkissoon- Mosquito Control and Prevention of Vector Borne Diseases in South Florida: A School-wide project Mosquito Control and Prevention of Vector Borne Diseases in South Florida: A School-wide project Vamini Ramkissoon Coconut Creek High School Abstract: Vector Borne diseases, in particular those transmitted

More information

Short vs. Extended Answer Questions in Computer Science Exams

Short vs. Extended Answer Questions in Computer Science Exams Short vs. Extended Answer Questions in Computer Science Exams Alejandro Salinger Opportunities and New Directions April 26 th, 2012 ajsalinger@uwaterloo.ca Computer Science Written Exams Many choices of

More information

MEE 6501, Advanced Air Quality Control Course Syllabus. Course Description. Course Textbook. Course Learning Outcomes. Credits.

MEE 6501, Advanced Air Quality Control Course Syllabus. Course Description. Course Textbook. Course Learning Outcomes. Credits. MEE 6501, Advanced Air Quality Control Course Syllabus Course Description An in-depth study of advanced air quality control science and management practices. Addresses health effects, environmental impacts,

More information

EDUC-E328 Science in the Elementary Schools

EDUC-E328 Science in the Elementary Schools 1 INDIANA UNIVERSITY NORTHWEST School of Education EDUC-E328 Science in the Elementary Schools Time: Monday 9 a.m. to 3:45 Place: Instructor: Matthew Benus, Ph.D. Office: Hawthorn Hall 337 E-mail: mbenus@iun.edu

More information

Mcgraw Hill Financial Accounting Connect Promo Code

Mcgraw Hill Financial Accounting Connect Promo Code Mcgraw Hill Promo Code Free PDF ebook Download: Mcgraw Hill Promo Code Download or Read Online ebook mcgraw hill financial accounting connect promo code in PDF Format From The Best User Guide Database

More information

Table of Contents. Introduction Choral Reading How to Use This Book...5. Cloze Activities Correlation to TESOL Standards...

Table of Contents. Introduction Choral Reading How to Use This Book...5. Cloze Activities Correlation to TESOL Standards... Table of Contents Introduction.... 4 How to Use This Book.....................5 Correlation to TESOL Standards... 6 ESL Terms.... 8 Levels of English Language Proficiency... 9 The Four Language Domains.............

More information

Different Requirements Gathering Techniques and Issues. Javaria Mushtaq

Different Requirements Gathering Techniques and Issues. Javaria Mushtaq 835 Different Requirements Gathering Techniques and Issues Javaria Mushtaq Abstract- Project management is now becoming a very important part of our software industries. To handle projects with success

More information

TCH_LRN 531 Frameworks for Research in Mathematics and Science Education (3 Credits)

TCH_LRN 531 Frameworks for Research in Mathematics and Science Education (3 Credits) Frameworks for Research in Mathematics and Science Education (3 Credits) Professor Office Hours Email Class Location Class Meeting Day * This is the preferred method of communication. Richard Lamb Wednesday

More information

The Political Engagement Activity Student Guide

The Political Engagement Activity Student Guide The Political Engagement Activity Student Guide Internal Assessment (SL & HL) IB Global Politics UWC Costa Rica CONTENTS INTRODUCTION TO THE POLITICAL ENGAGEMENT ACTIVITY 3 COMPONENT 1: ENGAGEMENT 4 COMPONENT

More information

Office: CLSB 5S 066 (via South Tower elevators)

Office: CLSB 5S 066 (via South Tower elevators) Syllabus BI417/517 Mammalian Physiology Course Number: Bi 417 ~ Section 001 / CRN 60431 BI 517 ~ Section 001 / CRN 60455 Course Title: Mammalian Physiology Credits: 4 Term/Year: Spring 2016 Meeting Times:

More information

MGP 244 New Ventures UC Davis GSM, Summer 2007 M. Lowe, Rev 6/20/2007

MGP 244 New Ventures UC Davis GSM, Summer 2007 M. Lowe, Rev 6/20/2007 MGP 244 New Ventures UC Davis GSM, Summer 2007 M. Lowe, Rev 6/20/2007 BASIC COURSE INFORMATION Location: San Ramon Campus, Room G101 Class Meets: Friday 2-5 pm. Saturday 9 am - 12 noon Instructor: Marc

More information

OFFICIAL TRANSLATION OF

OFFICIAL TRANSLATION OF OFFICIAL TRANSLATION OF Fachspezifische Bestimmungen für den Masterstudiengang International Business and Sustainability vom 15. Juni 2016 (Amtliche Bekanntmachung Nr. 56 vom 29. September 2016) THIS TRANSLATION

More information

A&S/Business Dual Major

A&S/Business Dual Major A&S/Business Dual Major Business Programs at the University of Pittsburgh Undergraduates at the Pittsburgh campus of the University of Pittsburgh have two degree options for programs in business: Students

More information

BUSI 2504 Business Finance I Spring 2014, Section A

BUSI 2504 Business Finance I Spring 2014, Section A BUSI 2504 Business Finance I Spring 2014, Section A Instructor Class Time Room Erin Oldford T, TH 1135am-235am SA416 Contact Info: Erin Oldford 1003DT erin_oldford@carleton.ca Office Hours: T, TH 1030am-1130am,

More information

Mel and Enid Zuckerman College of Public Health University of Arizona. SYLLABUS CPH 608A: Public Health Law and Ethics Spring 2016

Mel and Enid Zuckerman College of Public Health University of Arizona. SYLLABUS CPH 608A: Public Health Law and Ethics Spring 2016 Mel and Enid Zuckerman College of Public Health University of Arizona SYLLABUS CPH 608A: Public Health Law and Ethics Spring 2016 Time: Wednesdays 1:30-4:20pm Location: Tucson Campus Room COM 3230 Phoenix

More information

GRADUATE COLLEGE Dual-Listed Courses

GRADUATE COLLEGE Dual-Listed Courses GRADUATE COLLEGE Dual-Listed Courses Departments must request permission to offer courses at the graduate level in conjunction with 300-400 level undergraduate courses. The request is made to the Graduate

More information