SlideShare une entreprise Scribd logo
1  sur  13
Using Motion Probes to Enhance Students’ Understanding of Position vs. Time Graphs




            A Project Presented to the Faculty of the College of Education



                                  Touro University

              In Partial Fulfillment of the Requirements of the Degree of

                                MASTERS OF ARTS

                                          In

                               Educational Technology



                                          by

                                  Jefferson Hartman
Chapter I

       Middle school teachers always search for new, exciting ways to engage their

adolescent audience. International comparison research showed that although U.S.

fourth-grade students compare favorably, eighth-grade students fall behind their foreign

peers, particularly in their mastery of complex, conceptual mathematics, a cause for

concern about the preparation of students for careers in science (Roschelle et al., 2007).

Producing and interpreting position vs. time graphs is particularly difficult because they

have little to no prior knowledge on the subject. Nicolaou, Nicolaidou, Zacharias, &

Constantinou (2007) claimed that despite the rhetoric that is promoted in many

educational systems, the reality is that most science teachers routinely fail to help

students achieve a better understanding of graphs at the elementary school level.

       There is also a knowledge gap that has developed between the students who are in

algebra and students who are not. Algebra students have experience with coordinates,

slope, rate calculations and linear functions. By the time motion lessons begin many

students have had zero experience with linear graphs which make it nearly impossible for

them to interpret. When introducing motion a considerable amount of time is spent with

rate and speed calculations. Algebra students excel and the others struggle. Without

understanding rate and proportionality, students cannot master key topics and

representations in high school science, such as laws (e.g., F= ma, F = -kx), graphs (e.g.,

of linear and piecewise linear functions), and tables (Roschelle et al., 2007). By sparking

their interest with technology, the knowledge gap between students regarding graphing

concepts should be reduced by the time they reach high school.
Statement of the Problem

       After teaching for several years, the researcher came to the conclusion that in

order for students to understand graphing concepts and combat graphing misconceptions,

they must start with a firm foundation, practice and be assessed often. Both the degree of

understanding and the retention of this knowledge seemed to diminish only after a short

period of time when taught with traditional paper/pencil techniques. The researcher

chose to concentrate on utilizing motion probes with simultaneous graphing via computer

software because it is anticipated that this hands-on approach will provide a solid

foundation which in turn will reinforce knowledge retention. Sokoloff, Laws and

Thornton (2007) stated that students can discover motion concepts for themselves by

walking in front of an ultrasonic motion sensor while the software displays position,

velocity and/or acceleration in real time. Simply using this MBL type approach may not

be enough. Preliminary evidence showed that while the use of the MBL tools to do

traditional physics experiments may increase the students’ interest, such activities do not

necessarily improve student understanding of fundamental physics concepts (Thornton

and Sokoloff 1990). Lapp and Cyrus (2000) warn that although the literature suggested

benefits from using MBL technology, we must also consider problems that arise if we do

not pay attention to how the technology is implemented. Bryan (2006) stated a general

“rule of thumb” is that technology should be used in the teaching and learning of science

and mathematics when it allows one to perform investigations that either would not be

possible or would not be as effective without its use.
Background and Need

       Much of the research suggested an improvement in student understanding of

graphing using the MBL approach; yet warn how the technique is implemented. The

MBL approach refers to any technique that connects a physical event to immediate

graphic representation. Some studies indicate that without proper precautions, technology

can become an obstacle to understanding (Bohren, 1988; Lapp, 1997; Nachmias and

Linn, 1987). Beichner compared how a motion reanimation (video) with “real” motion

and simultaneous graphing. Beichner (1990) stated that Brasell (1987) and others have

demonstrated the superiority of microcomputer-based labs, this may indicate that visual

juxtaposition is not the relevant variable producing the educational impact of the real-

time MBL. Bernard (2003) reluctantly suggested that technology leads to better learning.

Bernard advocated that it is important to focus on the cognitive aspects as well as the

technical aspects. Although many researchers could not find conclusive evidence to say

that MBL techniques improve student understanding of graphing concepts, the researcher

believed that most would agree that it does. This study attempted to show that the MBL

approach works.

       This study will also bring to light the general need for students to utilize

developing technologies which in turn prepares them for future uncreated jobs.

Roschelle, et al. (2000) stated that schools today face ever-increasing demands in their

attempts to ensure that students are well equipped to enter the workforce and navigate a

complex world. Roschelle, et al. indicated that computer technology can help support

learning, and that it is especially useful in developing the higher-order skills of critical

thinking, analysis, and scientific inquiry.
Purpose of the Study

       Luckily, students are somewhat enthusiastic about technology. This energy can

be harnessed by utilizing the technology of WISE 4.0 (Web Inquiry Based Environment)

and the Vernier motion probe in order to test if an MBL approach increased student

understanding of position vs. time graphs. The researcher is responsible for teaching

approximately 160 eighth grade students force and motion. WISE is the common

variable in a partnership between a public middle school in Northern California (MJHS)

and UC Berkeley. UC Berkeley has provided software, Vernier probes, Macintosh

computers and support with WISE 4.0. This unique opportunity to coordinate with

researchers from UC Berkeley is one reason this study was chosen. The other reason was

to prove that Graphing Stories is a valuable learning tool. Graphing Stories embedded

this MBL approach without making it the soul purpose of the project. Students are

immersed in a virtual camping trip that involves encountering a bear on a hiking trip.

Graphing Stories seamlessly supports the Vernier motion probe and software allowing

students to physically walk and simultaneously graph the approximate motion of the hike.

An added bonus is that students can instantly share their graph with other students who

are working on the project at the same time.

       This study tested the hypothesis that students will have a better understanding of

graphing concepts after working with Vernier motion probes and Graphing Stories than

the students who work without the motion probes. Both groups took a pre-test and a

post-test. The researcher statistically compared the difference in the results between the

pre and post-tests of the same group and the difference in results between the post-tests of
each group. The data collection portion of the project took approximately 7 school days

to complete.

Research Questions

       This project had two main research questions:

   •   Does an MBL approach increases student understanding of graphing concepts?

   •   Does motion probe usage increases student engagement?

Along with the main research questions came several secondary goals which included:

utilize the unique opportunity of the partnership between UC Berkeley and MJHS,

reinforce the idea that the project Graphing Stories is an inquiry based learning tool and

utilize students’ enthusiasm for technology.

       The hypothesis as stated in the purpose of the project section above addressed the

research question regarding how the MBL approach increases students understanding of

graphing concepts. A student survey named Student Perception on Use of Motion Probes

helped to answer the research question regarding how motion probes increase student

engagement.

Definition of Terms

Graphing stories: a WISE 4.0 project that helps students understand that every graph has

a story to tell (WISE – Web-based Inquiry Science Environment, 1998-2010).

MBL: microcomputer-based laboratory. The microcomputer-based laboratory utilizes a

computer, a data collection interface, electronic probes, and graphing software, allowing

students to collect, graph, and analyze data in real-time (Tinker, 1986).
Vernier motion probes: a motion detector that ultrasonically measures distance to the

closest object and creates real-time motion graphs of position, velocity and acceleration

(Vernier Software and Technology, n.d.).

WISE: Web-based Inquiry Science Environment is a free online science learning

environment supported by the National Science Foundation (WISE – Web-based Inquiry

Science Environment, 1998-2010).

Summary

       The MBL approach has a positive effect on students’ understanding of graphing

concepts if used correctly. According the NSTA (1999), “Microcomputer Based

Laboratory Devices (MBL's) should be used to permit students to collect and analyze

data as scientists do, and perform observations over long periods of time enabling

experiments that otherwise would be impractical. It was hoped that students who use

Vernier motion probes in connection with Graphing Stories will show a deeper

understanding of graphic concepts than students who did not use the motion probes. This

study reinforced the unique relationship between UC Berkeley and MJHS. The use of

technology will lessen the knowledge gap between algebra and non-algebra students and

their graphing skills. In general, research suggested that technology is not a panacea and

needs to be accompanied by thoughtful planning and meaningful purpose.
References

Barclay, W. (1986). Graphing misconceptions and possible remedies using

       microcomputer-based labs. Paper presented at the Seventh National Educational

       Computing Conference, San Diego, CA June, 1986.

Beichner, R. (1994). Testing student interpretation of kinematics graphs. American

       Journal of Physics, 62, 750-762.

Bernhard, J. (2003). Physics learning and microcomputer based laboratory (MBL):

       Learning effects of using MBL as a technological and as a cognitive tool, in

       Science Education Research in the Knowledge Based Society, D. Psillos, et al.,

       (Eds.), Dordrecht, Netherlands: Kluwer, pp. 313-321.

Bohren, J. (1988). A nine month study of graph construction skills and reasoning

       strategies used by ninth grade students to construct graphs of science data by hand

       and with computer graphing software. Dissertation. Ohio State

       University). Dissertation Abstracts International, 49, 08A.

Boudourides, M. (2003). Constructivism, education, science, and technology. Canadian

       Journal of Learning and Technology, 29(3), 5-20.

Brasell, H. (1987). The effects of real-time laboratory graphing on learning graphic

       representations of distance and velocity. Journal of Research in Science

       Teaching, 24, 385–95.

Brungardt, J., & Zollman, D. (1995). The influence of interactive videodisc instruction

       using real-time analysis on kinematics graphing skills of high school physics

       students. Journal of Research in Science Teaching, 32(8), 855-869.
Bryan, J. (2006). Technology for physics instruction. Contemporary Issues in

       Technology and Teacher Education, 6(2), 230-245.

Chiappetta, E. (1997). Inquiry-based science. Science Teacher, 64(7), 22-26.

Colburn, A. (2000). An inquiry primer. Science Scope.

Concord Consortium.(n.d.). Probeware: Developing new tools for data collection and

       analysis. Retrieved November 23, 2010 from

       http://www.concord.org/work/themes/probeware.html

Crawford, A. & Scott, W. (2000). Making sense of slope. The Mathematics Teacher, 93,

       114-118.

Dykastra, D. (1992). Studying conceptual change in learning physics. Science Education,

       76, 615-652.

Deters, K. (2005). Student opinions regarding inquiry-based labs, Journal of Chemical

       Education, 82, 1178-1180.

Hale, P. (2000). Kinematics and graphs: Students' difficulties and cbls. Mathematics

       Teacher, 93(5), 414-417.

Huber, R. & Moore, C. (2001). A model for extending hands-on science to be inquiry-

       based. School Science and Mathematics, 101(1), 32-42.

Keating, D. (1990). Adolescent thinking. In At the threshold: The developing adolescent.

       S.S. Feldman and G.R. Elliott, eds. Cambridge, MA: Harvard University Press,

       1990, pp. 54–89.

Kozhevnikov, M. & Thornton, R. (2006) Real-time data display, spatial visualization,

       and learning force and motion concepts. Journal of Science Education and

       Technology, 15, 113-134.
Kubieck, J. (2005). Inquiry-based learning, the nature of science, and computer

       technology: New possibilities in science education. Canadian Journal of

       Learning and Technology. 31(1).

Lapp, D. (1997). A theoretical model for student perception of technological

       authority. Paper presented at the Third International Conference on Technology in

       Mathematics Teaching, Koblenz, Germany, 29 September-2 October 1997.

Lapp, D. & Cyrus, V. (2000). Using Data-Collection Devices to Enhance Students’

       Understanding. Mathematics Teacher, 93(6), 504-510.

National Institute of Health. (2005). Doing science: The process of scientific inquiry.

       http://science.education.nih.gov/supplements/nih6/inquiry/guide/info_process-

       a.htm

National Research Council. The National Science Education Standards. .(n.d.). Retrieved

       July 23, 2010 from http://www.nap.edu/openbook.php?

       record_id=4962&page=103

Nicolaou, C., Nicolaidou, I., Zacharia, Z., & Constantinou, C. (2007). Enhancing fourth

       graders’ ability to interpret graphical representations through the use of

       microcomputer-based labs implemented within an inquiry-based activity

       sequence. The Journal of Computers in Mathematics and Science Teaching,

       26(1), 75-99.

McDermott, L., Rosenquist, M., & van Zee, E. (1987). Student difficulties in connecting

       graphs and physics: Examples from kinematics. American Journal of Physics, 55,

       503-513.
Metcalf, S. & Tinker, R. (2004). Probeware and handhelds in elementary and middle

       school science. Journal of Science Education and Technology, 13, 43–49.

Mokros, J. & Tinker, R. (1987). The impact of microcomputer-based labs on children’s

       ability to interpret graphs. Journal of Research in Science Teaching, 24, 369-383.

Monk, S. (1994). How students and scientists change their minds. MAA invited address

       at the Joint Mathematics Meetings, Cincinnati, Ohio, January

Murphy, L. (2004). Using computer-based laboratories to teach graphing concepts and

       the derivative at the college level. Dissertation. University of Illinois at Urbana-

       Champaign, Champaign, IL, USA

Nachmias, R. & Linn, M. (1987). Evaluations of science laboratory data: The role of

       computer-presented information. Journal of Research in Science Teaching, 24,

       491–506.

National Science Teachers Association. (1999). NSTA Position Statement: The use of

       computers in science education. Retrieved November 23, 2010, from

       http://www.nsta.org/about/positions/computers.aspx

Piaget, J. (1952). The origins of intelligence in children. New York: International

       Universities Press.

Piaget, J., & Inhelder, B. (1969). The psychology of the child. Translated by H. Weaver.

       New York: Basic Books.

Piaget, J. (1972). Psychology and epistemology: Towards a theory of knowledge.

       Harmondsworth: Penguin.

Piaget, J. (1971). Biology and Knowledge. Chicago: University of Chicago Press.
Piaget, J. (1977). The development of thought: Equilibrium of cognitive structures. New

       York: Viking Press.

Piaget, J. (1980). The psychogenesis of knowledge and its epistemological

       significance. In M. Piattelli-Palmarini (Ed.), Language and learning. Cambridge,

       MA: Harvard University Press.

Pullano, F. (2005). Using probeware to improve students' graph interpretation abilities

       School Science and Mathematics, 105(7).

Prensky, M. (2001). Digital natives, digital immigrants. On the Horizon, 9(5), 1–2.


Roschelle, J., Tatar, D., Shechtman, N., Hegedua, S., Hopkins, B., Knudsen, J., et al.

       (2007). Scaling up SimCalc project: Can a technology enhanced curriculum

       improve student learning of important mathematics? Technical Report 01. SRI

       International.

Roschelle, J., Pea, R., Hoadley, C., Douglas, G. and Means, B. (2000). Changing how

       and what children learn in school with computer-base technologies. The Future of

       Children, 10, Children and Computer Technology (Autumn – Winter, 2000), pp.

       76-101.

Testa, I., Mouray, G. and Sassi, E. (2002). Students’ reading images in kinematics: The

       case of real-time graphs. International Journal of Science Education, 24,

       235−256.

Sokoloff, D., Laws, P., and Thornton, R., (2007). Real time physics: active learning labs

       transforming the introductory laboratory. European Journal of Physics, 28(3),

       83-94.
Thornton, R. (1986). Tools for scientific thinking: microcomputer-based laboratories for

       the naive science learner. Paper presented at the Seventh National Educational

       Computing Conference, San Diego, CA June, 1986.

Thornton, R. & Sokoloff, D. (1990). Learning motion concepts using real-time

       microcomputer-based laboratory tools. American Journal of Physics, 58(9),

       858-867.

Tinker, R. (1986). Modeling and MBL: Software tools for science. Paper presented at the

       Seventh National Educational Computing Conference, San Diego, CA June, 1986.

Vernier Software and Technology (n.d.), Motion Detectors, Retrieved on November 23,

       2010 from http://www.vernier.com/probes/motion.html

Vonderwell, S., Sparrow, K. & Zachariah, S. (2005). Using handheld computers and

       probeware in inquiry-based science education. Journal of the Research Center for

       Educational Technology, Fall, 1-14.

WISE – Web-based Inquiry Science Environment (1998-2010). Retrieved on November

       23, 2010 from http://wise.berkeley.edu/

WISE – Web-based Inquiry Science Environment (1998-2010). Graphing Stories.

       Retrieved fall 2010 from http://wise4.telscenter.org/webapp/vle/preview.html?

       projectId=17

Contenu connexe

Tendances

(figures inserted)Online and In Class Applications of Neurobiological Animati...
(figures inserted)Online and In Class Applications of Neurobiological Animati...(figures inserted)Online and In Class Applications of Neurobiological Animati...
(figures inserted)Online and In Class Applications of Neurobiological Animati...
Jenny Z. Xu
 
Dr. Baran Rethinking teacher education in the digital age: New technologies, ...
Dr. Baran Rethinking teacher education in the digital age: New technologies, ...Dr. Baran Rethinking teacher education in the digital age: New technologies, ...
Dr. Baran Rethinking teacher education in the digital age: New technologies, ...
Evrim Baran
 
Theoretical foundations of_educational_technology_final_synthesis_paper
Theoretical foundations of_educational_technology_final_synthesis_paperTheoretical foundations of_educational_technology_final_synthesis_paper
Theoretical foundations of_educational_technology_final_synthesis_paper
josh30000
 
Becta Impact09 data reanalysed: E-maturity and ICT adoption in UK schools
Becta Impact09 data reanalysed: E-maturity and ICT adoption in UK schoolsBecta Impact09 data reanalysed: E-maturity and ICT adoption in UK schools
Becta Impact09 data reanalysed: E-maturity and ICT adoption in UK schools
Colin Harrison
 
Teoria suunnittelu a_otvt
Teoria suunnittelu a_otvtTeoria suunnittelu a_otvt
Teoria suunnittelu a_otvt
Jari Laru
 
8484 litreview ecb
8484 litreview ecb8484 litreview ecb
8484 litreview ecb
eboswell
 
The future of hands on learning technologies-no pictures
The future of hands on learning technologies-no picturesThe future of hands on learning technologies-no pictures
The future of hands on learning technologies-no pictures
Susanna Martin
 
Design Science Of Learning
Design Science Of LearningDesign Science Of Learning
Design Science Of Learning
Mike Sharples
 

Tendances (20)

(figures inserted)Online and In Class Applications of Neurobiological Animati...
(figures inserted)Online and In Class Applications of Neurobiological Animati...(figures inserted)Online and In Class Applications of Neurobiological Animati...
(figures inserted)Online and In Class Applications of Neurobiological Animati...
 
Learning_Science_technology_40years_openuniversity_2018
Learning_Science_technology_40years_openuniversity_2018Learning_Science_technology_40years_openuniversity_2018
Learning_Science_technology_40years_openuniversity_2018
 
Dr. Baran Rethinking teacher education in the digital age: New technologies, ...
Dr. Baran Rethinking teacher education in the digital age: New technologies, ...Dr. Baran Rethinking teacher education in the digital age: New technologies, ...
Dr. Baran Rethinking teacher education in the digital age: New technologies, ...
 
Hedberg06
Hedberg06Hedberg06
Hedberg06
 
Cal11 Mobi Maths
Cal11 Mobi MathsCal11 Mobi Maths
Cal11 Mobi Maths
 
Use of ICT for acquiring, practicing and assessing algebraic expertise
 Use of ICT for acquiring, practicing and assessing algebraic expertise  Use of ICT for acquiring, practicing and assessing algebraic expertise
Use of ICT for acquiring, practicing and assessing algebraic expertise
 
Theoretical foundations of_educational_technology_final_synthesis_paper
Theoretical foundations of_educational_technology_final_synthesis_paperTheoretical foundations of_educational_technology_final_synthesis_paper
Theoretical foundations of_educational_technology_final_synthesis_paper
 
Becta Impact09 data reanalysed: E-maturity and ICT adoption in UK schools
Becta Impact09 data reanalysed: E-maturity and ICT adoption in UK schoolsBecta Impact09 data reanalysed: E-maturity and ICT adoption in UK schools
Becta Impact09 data reanalysed: E-maturity and ICT adoption in UK schools
 
Teoria suunnittelu a_otvt
Teoria suunnittelu a_otvtTeoria suunnittelu a_otvt
Teoria suunnittelu a_otvt
 
Augmented reality sandbox
Augmented reality sandboxAugmented reality sandbox
Augmented reality sandbox
 
Emerging Technologies in South African Higher Education Institutions: towards...
Emerging Technologies in South African Higher Education Institutions: towards...Emerging Technologies in South African Higher Education Institutions: towards...
Emerging Technologies in South African Higher Education Institutions: towards...
 
8484 litreview ecb
8484 litreview ecb8484 litreview ecb
8484 litreview ecb
 
The future of hands on learning technologies-no pictures
The future of hands on learning technologies-no picturesThe future of hands on learning technologies-no pictures
The future of hands on learning technologies-no pictures
 
Design Science Of Learning
Design Science Of LearningDesign Science Of Learning
Design Science Of Learning
 
Identification of web resources for teaching and learning geometry at 8 th st...
Identification of web resources for teaching and learning geometry at 8 th st...Identification of web resources for teaching and learning geometry at 8 th st...
Identification of web resources for teaching and learning geometry at 8 th st...
 
Learning analytics adoption in Higher Education: Reviewing six years of exper...
Learning analytics adoption in Higher Education: Reviewing six years of exper...Learning analytics adoption in Higher Education: Reviewing six years of exper...
Learning analytics adoption in Higher Education: Reviewing six years of exper...
 
Socio-material research into professional development
Socio-material research into professional development Socio-material research into professional development
Socio-material research into professional development
 
Digitaaliset välineet opetuksessa ja oppimisessa opettajankoulutuksen konteks...
Digitaaliset välineet opetuksessa ja oppimisessa opettajankoulutuksen konteks...Digitaaliset välineet opetuksessa ja oppimisessa opettajankoulutuksen konteks...
Digitaaliset välineet opetuksessa ja oppimisessa opettajankoulutuksen konteks...
 
Conceptions and Reasonings of Beninese Learners in Solving Physics Problems I...
Conceptions and Reasonings of Beninese Learners in Solving Physics Problems I...Conceptions and Reasonings of Beninese Learners in Solving Physics Problems I...
Conceptions and Reasonings of Beninese Learners in Solving Physics Problems I...
 
Making the most of university campuses for teaching ecology
Making the most of university campuses for teaching ecologyMaking the most of university campuses for teaching ecology
Making the most of university campuses for teaching ecology
 

Similaire à Chapter 1 only dec7

Thesis poster jefferson hartman dec14
Thesis poster jefferson hartman dec14Thesis poster jefferson hartman dec14
Thesis poster jefferson hartman dec14
jeffersonhartman
 
Thesis poster jefferson_hartman
Thesis poster jefferson_hartmanThesis poster jefferson_hartman
Thesis poster jefferson_hartman
jeffersonhartman
 
Poster thesis jefferson_hartman
Poster thesis jefferson_hartmanPoster thesis jefferson_hartman
Poster thesis jefferson_hartman
jeffersonhartman
 
Thesis poster jefferson hartman dec16
Thesis poster jefferson hartman dec16Thesis poster jefferson hartman dec16
Thesis poster jefferson hartman dec16
jeffersonhartman
 
Using motion probes to enhance students' understanding of position vs time gr...
Using motion probes to enhance students' understanding of position vs time gr...Using motion probes to enhance students' understanding of position vs time gr...
Using motion probes to enhance students' understanding of position vs time gr...
jeffersonhartman
 
Jurnal utama tentang media
Jurnal utama tentang mediaJurnal utama tentang media
Jurnal utama tentang media
Nining Ningsih
 
Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...
Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...
Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...
ijtsrd
 
The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...
The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...
The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...
inventionjournals
 

Similaire à Chapter 1 only dec7 (20)

Chapter 3 only dec7
Chapter 3 only dec7Chapter 3 only dec7
Chapter 3 only dec7
 
Thesis poster jefferson hartman dec14
Thesis poster jefferson hartman dec14Thesis poster jefferson hartman dec14
Thesis poster jefferson hartman dec14
 
Thesis poster jefferson_hartman
Thesis poster jefferson_hartmanThesis poster jefferson_hartman
Thesis poster jefferson_hartman
 
Poster thesis jefferson_hartman
Poster thesis jefferson_hartmanPoster thesis jefferson_hartman
Poster thesis jefferson_hartman
 
Thesis poster jefferson hartman dec16
Thesis poster jefferson hartman dec16Thesis poster jefferson hartman dec16
Thesis poster jefferson hartman dec16
 
Chapter 2 only dec7
Chapter 2 only dec7Chapter 2 only dec7
Chapter 2 only dec7
 
Irb jefferson hartman
Irb jefferson hartmanIrb jefferson hartman
Irb jefferson hartman
 
COMPUTER-BASED EXPERIMENT OF FREE FALL MOVEMENT TO IMPROVE THE GRAPHICAL LITE...
COMPUTER-BASED EXPERIMENT OF FREE FALL MOVEMENT TO IMPROVE THE GRAPHICAL LITE...COMPUTER-BASED EXPERIMENT OF FREE FALL MOVEMENT TO IMPROVE THE GRAPHICAL LITE...
COMPUTER-BASED EXPERIMENT OF FREE FALL MOVEMENT TO IMPROVE THE GRAPHICAL LITE...
 
Using motion probes to enhance students' understanding of position vs time gr...
Using motion probes to enhance students' understanding of position vs time gr...Using motion probes to enhance students' understanding of position vs time gr...
Using motion probes to enhance students' understanding of position vs time gr...
 
Jurnal utama tentang media
Jurnal utama tentang mediaJurnal utama tentang media
Jurnal utama tentang media
 
Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...
Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...
Integration of Phet Interactive Simulations in Online Synchronous and Asynchr...
 
A LITERATURE REVIEW ON THE EFFECTS OF THE USE OF GRAPHIC CALCULATORS IN COLLE...
A LITERATURE REVIEW ON THE EFFECTS OF THE USE OF GRAPHIC CALCULATORS IN COLLE...A LITERATURE REVIEW ON THE EFFECTS OF THE USE OF GRAPHIC CALCULATORS IN COLLE...
A LITERATURE REVIEW ON THE EFFECTS OF THE USE OF GRAPHIC CALCULATORS IN COLLE...
 
Affordances Of Mobile Technologies For Experiential Learning The Interplay O...
Affordances Of Mobile Technologies For Experiential Learning  The Interplay O...Affordances Of Mobile Technologies For Experiential Learning  The Interplay O...
Affordances Of Mobile Technologies For Experiential Learning The Interplay O...
 
Understand addition through modelling and manipulation of concrete materials
Understand addition through modelling and manipulation of concrete materialsUnderstand addition through modelling and manipulation of concrete materials
Understand addition through modelling and manipulation of concrete materials
 
The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...
The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...
The Effectiveness of Project – Based Learning (Egg Drop Project) Towards Stud...
 
Vis Symposium 7 29
Vis Symposium 7 29Vis Symposium 7 29
Vis Symposium 7 29
 
An analysis of collaborative problem-solving activities mediated by individua...
An analysis of collaborative problem-solving activities mediated by individua...An analysis of collaborative problem-solving activities mediated by individua...
An analysis of collaborative problem-solving activities mediated by individua...
 
Finalpaper!
Finalpaper!Finalpaper!
Finalpaper!
 
Augmented reality: effect on conceptual change of scientific
Augmented reality: effect on conceptual change of scientificAugmented reality: effect on conceptual change of scientific
Augmented reality: effect on conceptual change of scientific
 
Guldberg Design Project
Guldberg Design ProjectGuldberg Design Project
Guldberg Design Project
 

Plus de jeffersonhartman

Hartman chapters 1 4 dec14
Hartman chapters 1 4 dec14Hartman chapters 1 4 dec14
Hartman chapters 1 4 dec14
jeffersonhartman
 
Jefferson Hartman Master Thesis
Jefferson Hartman Master ThesisJefferson Hartman Master Thesis
Jefferson Hartman Master Thesis
jeffersonhartman
 
Masters Thesis Jefferson Hartman
Masters Thesis Jefferson HartmanMasters Thesis Jefferson Hartman
Masters Thesis Jefferson Hartman
jeffersonhartman
 
Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman
jeffersonhartman
 
Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman
jeffersonhartman
 
Edu 710 literature review__2 jefferson hartman
Edu 710 literature review__2 jefferson hartmanEdu 710 literature review__2 jefferson hartman
Edu 710 literature review__2 jefferson hartman
jeffersonhartman
 
Edu 710 literature review_jefferson hartman
Edu 710 literature review_jefferson hartmanEdu 710 literature review_jefferson hartman
Edu 710 literature review_jefferson hartman
jeffersonhartman
 
Photoshop training jefferson hartman
Photoshop training jefferson hartmanPhotoshop training jefferson hartman
Photoshop training jefferson hartman
jeffersonhartman
 
Digital story project description 3 water phase change
Digital story project description  3 water phase changeDigital story project description  3 water phase change
Digital story project description 3 water phase change
jeffersonhartman
 
Digital story project description sink or swim
Digital story project description sink or swimDigital story project description sink or swim
Digital story project description sink or swim
jeffersonhartman
 
Digital story project description types of position vs time graphs
Digital story project description types of position vs time graphsDigital story project description types of position vs time graphs
Digital story project description types of position vs time graphs
jeffersonhartman
 
Lesson templatedigitalstory jefferson hartman
Lesson templatedigitalstory jefferson hartmanLesson templatedigitalstory jefferson hartman
Lesson templatedigitalstory jefferson hartman
jeffersonhartman
 
Emerging trend presentation graphing stories
Emerging trend presentation graphing storiesEmerging trend presentation graphing stories
Emerging trend presentation graphing stories
jeffersonhartman
 
Tech unit formative assessment jefferson hartman
Tech unit formative assessment jefferson hartmanTech unit formative assessment jefferson hartman
Tech unit formative assessment jefferson hartman
jeffersonhartman
 
Student Prototype Power Point Jeffersonhartman
Student Prototype Power Point JeffersonhartmanStudent Prototype Power Point Jeffersonhartman
Student Prototype Power Point Jeffersonhartman
jeffersonhartman
 
Student prototype power point_jeffersonhartman
Student prototype power point_jeffersonhartmanStudent prototype power point_jeffersonhartman
Student prototype power point_jeffersonhartman
jeffersonhartman
 

Plus de jeffersonhartman (20)

Hartman chapters 1 4 dec14
Hartman chapters 1 4 dec14Hartman chapters 1 4 dec14
Hartman chapters 1 4 dec14
 
Jefferson Hartman Master Thesis
Jefferson Hartman Master ThesisJefferson Hartman Master Thesis
Jefferson Hartman Master Thesis
 
Masters Thesis Jefferson Hartman
Masters Thesis Jefferson HartmanMasters Thesis Jefferson Hartman
Masters Thesis Jefferson Hartman
 
Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman
 
Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman Masters Thesis_Jefferson_Hartman
Masters Thesis_Jefferson_Hartman
 
Hartman chapters 1-4
Hartman chapters 1-4Hartman chapters 1-4
Hartman chapters 1-4
 
Hartman chapters 1-4
Hartman chapters 1-4Hartman chapters 1-4
Hartman chapters 1-4
 
Hartman chapters 1 4 dec6
Hartman chapters 1 4 dec6Hartman chapters 1 4 dec6
Hartman chapters 1 4 dec6
 
Edu 710 literature review__2 jefferson hartman
Edu 710 literature review__2 jefferson hartmanEdu 710 literature review__2 jefferson hartman
Edu 710 literature review__2 jefferson hartman
 
Edu 710 literature review_jefferson hartman
Edu 710 literature review_jefferson hartmanEdu 710 literature review_jefferson hartman
Edu 710 literature review_jefferson hartman
 
Photoshop training jefferson hartman
Photoshop training jefferson hartmanPhotoshop training jefferson hartman
Photoshop training jefferson hartman
 
Digital story project description 3 water phase change
Digital story project description  3 water phase changeDigital story project description  3 water phase change
Digital story project description 3 water phase change
 
Digital story project description sink or swim
Digital story project description sink or swimDigital story project description sink or swim
Digital story project description sink or swim
 
Digital story project description types of position vs time graphs
Digital story project description types of position vs time graphsDigital story project description types of position vs time graphs
Digital story project description types of position vs time graphs
 
Lesson templatedigitalstory jefferson hartman
Lesson templatedigitalstory jefferson hartmanLesson templatedigitalstory jefferson hartman
Lesson templatedigitalstory jefferson hartman
 
Emerging trend presentation graphing stories
Emerging trend presentation graphing storiesEmerging trend presentation graphing stories
Emerging trend presentation graphing stories
 
Rubric
RubricRubric
Rubric
 
Tech unit formative assessment jefferson hartman
Tech unit formative assessment jefferson hartmanTech unit formative assessment jefferson hartman
Tech unit formative assessment jefferson hartman
 
Student Prototype Power Point Jeffersonhartman
Student Prototype Power Point JeffersonhartmanStudent Prototype Power Point Jeffersonhartman
Student Prototype Power Point Jeffersonhartman
 
Student prototype power point_jeffersonhartman
Student prototype power point_jeffersonhartmanStudent prototype power point_jeffersonhartman
Student prototype power point_jeffersonhartman
 

Dernier

Dernier (20)

How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptx
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 

Chapter 1 only dec7

  • 1. Using Motion Probes to Enhance Students’ Understanding of Position vs. Time Graphs A Project Presented to the Faculty of the College of Education Touro University In Partial Fulfillment of the Requirements of the Degree of MASTERS OF ARTS In Educational Technology by Jefferson Hartman
  • 2. Chapter I Middle school teachers always search for new, exciting ways to engage their adolescent audience. International comparison research showed that although U.S. fourth-grade students compare favorably, eighth-grade students fall behind their foreign peers, particularly in their mastery of complex, conceptual mathematics, a cause for concern about the preparation of students for careers in science (Roschelle et al., 2007). Producing and interpreting position vs. time graphs is particularly difficult because they have little to no prior knowledge on the subject. Nicolaou, Nicolaidou, Zacharias, & Constantinou (2007) claimed that despite the rhetoric that is promoted in many educational systems, the reality is that most science teachers routinely fail to help students achieve a better understanding of graphs at the elementary school level. There is also a knowledge gap that has developed between the students who are in algebra and students who are not. Algebra students have experience with coordinates, slope, rate calculations and linear functions. By the time motion lessons begin many students have had zero experience with linear graphs which make it nearly impossible for them to interpret. When introducing motion a considerable amount of time is spent with rate and speed calculations. Algebra students excel and the others struggle. Without understanding rate and proportionality, students cannot master key topics and representations in high school science, such as laws (e.g., F= ma, F = -kx), graphs (e.g., of linear and piecewise linear functions), and tables (Roschelle et al., 2007). By sparking their interest with technology, the knowledge gap between students regarding graphing concepts should be reduced by the time they reach high school.
  • 3. Statement of the Problem After teaching for several years, the researcher came to the conclusion that in order for students to understand graphing concepts and combat graphing misconceptions, they must start with a firm foundation, practice and be assessed often. Both the degree of understanding and the retention of this knowledge seemed to diminish only after a short period of time when taught with traditional paper/pencil techniques. The researcher chose to concentrate on utilizing motion probes with simultaneous graphing via computer software because it is anticipated that this hands-on approach will provide a solid foundation which in turn will reinforce knowledge retention. Sokoloff, Laws and Thornton (2007) stated that students can discover motion concepts for themselves by walking in front of an ultrasonic motion sensor while the software displays position, velocity and/or acceleration in real time. Simply using this MBL type approach may not be enough. Preliminary evidence showed that while the use of the MBL tools to do traditional physics experiments may increase the students’ interest, such activities do not necessarily improve student understanding of fundamental physics concepts (Thornton and Sokoloff 1990). Lapp and Cyrus (2000) warn that although the literature suggested benefits from using MBL technology, we must also consider problems that arise if we do not pay attention to how the technology is implemented. Bryan (2006) stated a general “rule of thumb” is that technology should be used in the teaching and learning of science and mathematics when it allows one to perform investigations that either would not be possible or would not be as effective without its use.
  • 4. Background and Need Much of the research suggested an improvement in student understanding of graphing using the MBL approach; yet warn how the technique is implemented. The MBL approach refers to any technique that connects a physical event to immediate graphic representation. Some studies indicate that without proper precautions, technology can become an obstacle to understanding (Bohren, 1988; Lapp, 1997; Nachmias and Linn, 1987). Beichner compared how a motion reanimation (video) with “real” motion and simultaneous graphing. Beichner (1990) stated that Brasell (1987) and others have demonstrated the superiority of microcomputer-based labs, this may indicate that visual juxtaposition is not the relevant variable producing the educational impact of the real- time MBL. Bernard (2003) reluctantly suggested that technology leads to better learning. Bernard advocated that it is important to focus on the cognitive aspects as well as the technical aspects. Although many researchers could not find conclusive evidence to say that MBL techniques improve student understanding of graphing concepts, the researcher believed that most would agree that it does. This study attempted to show that the MBL approach works. This study will also bring to light the general need for students to utilize developing technologies which in turn prepares them for future uncreated jobs. Roschelle, et al. (2000) stated that schools today face ever-increasing demands in their attempts to ensure that students are well equipped to enter the workforce and navigate a complex world. Roschelle, et al. indicated that computer technology can help support learning, and that it is especially useful in developing the higher-order skills of critical thinking, analysis, and scientific inquiry.
  • 5. Purpose of the Study Luckily, students are somewhat enthusiastic about technology. This energy can be harnessed by utilizing the technology of WISE 4.0 (Web Inquiry Based Environment) and the Vernier motion probe in order to test if an MBL approach increased student understanding of position vs. time graphs. The researcher is responsible for teaching approximately 160 eighth grade students force and motion. WISE is the common variable in a partnership between a public middle school in Northern California (MJHS) and UC Berkeley. UC Berkeley has provided software, Vernier probes, Macintosh computers and support with WISE 4.0. This unique opportunity to coordinate with researchers from UC Berkeley is one reason this study was chosen. The other reason was to prove that Graphing Stories is a valuable learning tool. Graphing Stories embedded this MBL approach without making it the soul purpose of the project. Students are immersed in a virtual camping trip that involves encountering a bear on a hiking trip. Graphing Stories seamlessly supports the Vernier motion probe and software allowing students to physically walk and simultaneously graph the approximate motion of the hike. An added bonus is that students can instantly share their graph with other students who are working on the project at the same time. This study tested the hypothesis that students will have a better understanding of graphing concepts after working with Vernier motion probes and Graphing Stories than the students who work without the motion probes. Both groups took a pre-test and a post-test. The researcher statistically compared the difference in the results between the pre and post-tests of the same group and the difference in results between the post-tests of
  • 6. each group. The data collection portion of the project took approximately 7 school days to complete. Research Questions This project had two main research questions: • Does an MBL approach increases student understanding of graphing concepts? • Does motion probe usage increases student engagement? Along with the main research questions came several secondary goals which included: utilize the unique opportunity of the partnership between UC Berkeley and MJHS, reinforce the idea that the project Graphing Stories is an inquiry based learning tool and utilize students’ enthusiasm for technology. The hypothesis as stated in the purpose of the project section above addressed the research question regarding how the MBL approach increases students understanding of graphing concepts. A student survey named Student Perception on Use of Motion Probes helped to answer the research question regarding how motion probes increase student engagement. Definition of Terms Graphing stories: a WISE 4.0 project that helps students understand that every graph has a story to tell (WISE – Web-based Inquiry Science Environment, 1998-2010). MBL: microcomputer-based laboratory. The microcomputer-based laboratory utilizes a computer, a data collection interface, electronic probes, and graphing software, allowing students to collect, graph, and analyze data in real-time (Tinker, 1986).
  • 7. Vernier motion probes: a motion detector that ultrasonically measures distance to the closest object and creates real-time motion graphs of position, velocity and acceleration (Vernier Software and Technology, n.d.). WISE: Web-based Inquiry Science Environment is a free online science learning environment supported by the National Science Foundation (WISE – Web-based Inquiry Science Environment, 1998-2010). Summary The MBL approach has a positive effect on students’ understanding of graphing concepts if used correctly. According the NSTA (1999), “Microcomputer Based Laboratory Devices (MBL's) should be used to permit students to collect and analyze data as scientists do, and perform observations over long periods of time enabling experiments that otherwise would be impractical. It was hoped that students who use Vernier motion probes in connection with Graphing Stories will show a deeper understanding of graphic concepts than students who did not use the motion probes. This study reinforced the unique relationship between UC Berkeley and MJHS. The use of technology will lessen the knowledge gap between algebra and non-algebra students and their graphing skills. In general, research suggested that technology is not a panacea and needs to be accompanied by thoughtful planning and meaningful purpose.
  • 8. References Barclay, W. (1986). Graphing misconceptions and possible remedies using microcomputer-based labs. Paper presented at the Seventh National Educational Computing Conference, San Diego, CA June, 1986. Beichner, R. (1994). Testing student interpretation of kinematics graphs. American Journal of Physics, 62, 750-762. Bernhard, J. (2003). Physics learning and microcomputer based laboratory (MBL): Learning effects of using MBL as a technological and as a cognitive tool, in Science Education Research in the Knowledge Based Society, D. Psillos, et al., (Eds.), Dordrecht, Netherlands: Kluwer, pp. 313-321. Bohren, J. (1988). A nine month study of graph construction skills and reasoning strategies used by ninth grade students to construct graphs of science data by hand and with computer graphing software. Dissertation. Ohio State University). Dissertation Abstracts International, 49, 08A. Boudourides, M. (2003). Constructivism, education, science, and technology. Canadian Journal of Learning and Technology, 29(3), 5-20. Brasell, H. (1987). The effects of real-time laboratory graphing on learning graphic representations of distance and velocity. Journal of Research in Science Teaching, 24, 385–95. Brungardt, J., & Zollman, D. (1995). The influence of interactive videodisc instruction using real-time analysis on kinematics graphing skills of high school physics students. Journal of Research in Science Teaching, 32(8), 855-869.
  • 9. Bryan, J. (2006). Technology for physics instruction. Contemporary Issues in Technology and Teacher Education, 6(2), 230-245. Chiappetta, E. (1997). Inquiry-based science. Science Teacher, 64(7), 22-26. Colburn, A. (2000). An inquiry primer. Science Scope. Concord Consortium.(n.d.). Probeware: Developing new tools for data collection and analysis. Retrieved November 23, 2010 from http://www.concord.org/work/themes/probeware.html Crawford, A. & Scott, W. (2000). Making sense of slope. The Mathematics Teacher, 93, 114-118. Dykastra, D. (1992). Studying conceptual change in learning physics. Science Education, 76, 615-652. Deters, K. (2005). Student opinions regarding inquiry-based labs, Journal of Chemical Education, 82, 1178-1180. Hale, P. (2000). Kinematics and graphs: Students' difficulties and cbls. Mathematics Teacher, 93(5), 414-417. Huber, R. & Moore, C. (2001). A model for extending hands-on science to be inquiry- based. School Science and Mathematics, 101(1), 32-42. Keating, D. (1990). Adolescent thinking. In At the threshold: The developing adolescent. S.S. Feldman and G.R. Elliott, eds. Cambridge, MA: Harvard University Press, 1990, pp. 54–89. Kozhevnikov, M. & Thornton, R. (2006) Real-time data display, spatial visualization, and learning force and motion concepts. Journal of Science Education and Technology, 15, 113-134.
  • 10. Kubieck, J. (2005). Inquiry-based learning, the nature of science, and computer technology: New possibilities in science education. Canadian Journal of Learning and Technology. 31(1). Lapp, D. (1997). A theoretical model for student perception of technological authority. Paper presented at the Third International Conference on Technology in Mathematics Teaching, Koblenz, Germany, 29 September-2 October 1997. Lapp, D. & Cyrus, V. (2000). Using Data-Collection Devices to Enhance Students’ Understanding. Mathematics Teacher, 93(6), 504-510. National Institute of Health. (2005). Doing science: The process of scientific inquiry. http://science.education.nih.gov/supplements/nih6/inquiry/guide/info_process- a.htm National Research Council. The National Science Education Standards. .(n.d.). Retrieved July 23, 2010 from http://www.nap.edu/openbook.php? record_id=4962&page=103 Nicolaou, C., Nicolaidou, I., Zacharia, Z., & Constantinou, C. (2007). Enhancing fourth graders’ ability to interpret graphical representations through the use of microcomputer-based labs implemented within an inquiry-based activity sequence. The Journal of Computers in Mathematics and Science Teaching, 26(1), 75-99. McDermott, L., Rosenquist, M., & van Zee, E. (1987). Student difficulties in connecting graphs and physics: Examples from kinematics. American Journal of Physics, 55, 503-513.
  • 11. Metcalf, S. & Tinker, R. (2004). Probeware and handhelds in elementary and middle school science. Journal of Science Education and Technology, 13, 43–49. Mokros, J. & Tinker, R. (1987). The impact of microcomputer-based labs on children’s ability to interpret graphs. Journal of Research in Science Teaching, 24, 369-383. Monk, S. (1994). How students and scientists change their minds. MAA invited address at the Joint Mathematics Meetings, Cincinnati, Ohio, January Murphy, L. (2004). Using computer-based laboratories to teach graphing concepts and the derivative at the college level. Dissertation. University of Illinois at Urbana- Champaign, Champaign, IL, USA Nachmias, R. & Linn, M. (1987). Evaluations of science laboratory data: The role of computer-presented information. Journal of Research in Science Teaching, 24, 491–506. National Science Teachers Association. (1999). NSTA Position Statement: The use of computers in science education. Retrieved November 23, 2010, from http://www.nsta.org/about/positions/computers.aspx Piaget, J. (1952). The origins of intelligence in children. New York: International Universities Press. Piaget, J., & Inhelder, B. (1969). The psychology of the child. Translated by H. Weaver. New York: Basic Books. Piaget, J. (1972). Psychology and epistemology: Towards a theory of knowledge. Harmondsworth: Penguin. Piaget, J. (1971). Biology and Knowledge. Chicago: University of Chicago Press.
  • 12. Piaget, J. (1977). The development of thought: Equilibrium of cognitive structures. New York: Viking Press. Piaget, J. (1980). The psychogenesis of knowledge and its epistemological significance. In M. Piattelli-Palmarini (Ed.), Language and learning. Cambridge, MA: Harvard University Press. Pullano, F. (2005). Using probeware to improve students' graph interpretation abilities School Science and Mathematics, 105(7). Prensky, M. (2001). Digital natives, digital immigrants. On the Horizon, 9(5), 1–2. Roschelle, J., Tatar, D., Shechtman, N., Hegedua, S., Hopkins, B., Knudsen, J., et al. (2007). Scaling up SimCalc project: Can a technology enhanced curriculum improve student learning of important mathematics? Technical Report 01. SRI International. Roschelle, J., Pea, R., Hoadley, C., Douglas, G. and Means, B. (2000). Changing how and what children learn in school with computer-base technologies. The Future of Children, 10, Children and Computer Technology (Autumn – Winter, 2000), pp. 76-101. Testa, I., Mouray, G. and Sassi, E. (2002). Students’ reading images in kinematics: The case of real-time graphs. International Journal of Science Education, 24, 235−256. Sokoloff, D., Laws, P., and Thornton, R., (2007). Real time physics: active learning labs transforming the introductory laboratory. European Journal of Physics, 28(3), 83-94.
  • 13. Thornton, R. (1986). Tools for scientific thinking: microcomputer-based laboratories for the naive science learner. Paper presented at the Seventh National Educational Computing Conference, San Diego, CA June, 1986. Thornton, R. & Sokoloff, D. (1990). Learning motion concepts using real-time microcomputer-based laboratory tools. American Journal of Physics, 58(9), 858-867. Tinker, R. (1986). Modeling and MBL: Software tools for science. Paper presented at the Seventh National Educational Computing Conference, San Diego, CA June, 1986. Vernier Software and Technology (n.d.), Motion Detectors, Retrieved on November 23, 2010 from http://www.vernier.com/probes/motion.html Vonderwell, S., Sparrow, K. & Zachariah, S. (2005). Using handheld computers and probeware in inquiry-based science education. Journal of the Research Center for Educational Technology, Fall, 1-14. WISE – Web-based Inquiry Science Environment (1998-2010). Retrieved on November 23, 2010 from http://wise.berkeley.edu/ WISE – Web-based Inquiry Science Environment (1998-2010). Graphing Stories. Retrieved fall 2010 from http://wise4.telscenter.org/webapp/vle/preview.html? projectId=17