Systems thinking in chemistry classroom: The influence of systemic synthesis questions on its development and assessment

Abd-El-Khalick, 1998, The nature of science and instructional practice: Making the unnatural natural, Science Education, 82, 417, 10.1002/(SICI)1098-237X(199807)82:4<417::AID-SCE1>3.0.CO;2-E Anderson, 1997 Arndt, 2006, Enhancing systems thinking in education using systems dynamics, Simulations, 82, 795, 10.1177/0037549706075250 Ausubel, 1977, The facilitation of meaningful verbal learning in the classroom, Educational Psychologist, 12, 162, 10.1080/00461527709529171 Avargil, 2012, Teaching thinking skills in context-besed learning: Teachers’ chalanges and assessment knowledge, Journal of Science Education and Technology, 21, 207, 10.1007/s10956-011-9302-7 Avargil, 2013, Challenges in the transition to large-scale reform in chemical education, Thinking Skills and Creativity, 10, 189, 10.1016/j.tsc.2013.07.008 Barak, 2007, Purposely teaching for the promotion of higher-order thinking skills: A case of critical thinking, Research in Science Education, 37, 353, 10.1007/s11165-006-9029-2 Barnea, 1999, High-school chemistry students’ performance and gender differences in computerized molecular modeling learning environment, Journal of Science Education and Technology, 8, 257, 10.1023/A:1009436509753 Batzri, 2015, Understanding the earth systems: Expressions of dynamic and cyclic thinking among university studies, Journal of Science Education and Technology, 24, 761, 10.1007/s10956-015-9562-8 Ben-Zvi Assaraf, 2005, Development of system thinking skills in the context of earth system education, Journal of Research in Science Teaching, 42, 518, 10.1002/tea.20061 Ben-Zvi Assaraf, 2010, System thinking skills at the elementary school level, Journal of Research in Science Teaching, 47, 540 Brandstädter, 2012, Assessing system thinking through different concept-mapping practices, International Journal of Science Education, 34, 2147, 10.1080/09500693.2012.716549 Cavallo, 2004, Gender differences in learning constructs, shifts in learning constructs, and their relationship to course achievement in a structured inquiry, yearlong collage physics course for life science majors, School Science and Mathematics, 104, 288, 10.1111/j.1949-8594.2004.tb18000.x Dauer, 2013, Analyzing change in students’ gene-to-evolution models in college-level introductory biology, Journal of Research in Science Teaching, 50, 639, 10.1002/tea.21094 Dori, 2003, Teaching biotechnology through case studies −can we improve higher order thinking skills of nonscience majors?, Science Education, 87, 767, 10.1002/sce.10081 Evagorou, 2009, An investigation of the potential of interactive simulations for developing thinking skills in elementary school: A case study with fifth-grades and sixth-grades, International Journal of Science Education, 31, 655, 10.1080/09500690701749313 Fahmy, 2003, Systemic reform in chemical education: An international perspective, Journal of Chemical Education, 80, 1078, 10.1021/ed080p1078 Fahmy, 2012, Systemic assessment as a new tool for assessing students learning in chemistry using SATL methods: Systemic true false [STFQs] and systemic sequencing [SSQs] question types, African Journal of Chemical Education, 2, 66 Fahmy, 2014, Systemic assessment as a new tool for assessing students learning in chemistry using SATL methods: Systemic matching [SMQS], systemic synthesis [SSYNQS], systemic analysis [SAQS], systemic-analytic [SSYN-ANQS], as systemic questions type, African Journal of Chemical Education, 4, 35 Fensham, 2013, Higher order thinking in chemistry curriculum and its assessment, Thinking Skills and Creativity, 10, 250, 10.1016/j.tsc.2013.06.003 Heinze-Fry, 1990, Concept mapping brings long-term movement toward meaningful learning, Science Education, 74, 461, 10.1002/sce.3730740406 Holbrook, 2009, The meaning of scientific literacy, International Journal of Environmental & Science Education, 4, 275 Hrin, 2015, The influence of instructional method on students’ achievement and mental effort: Systemic versus traditional approach in secondary organic chemistry teaching, Nastava I Vaspitanje, 64, 631, 10.5937/nasvas1504631H Hrin, 2016, Systemic synthesis questions [SSynQs] as tools to help students to build their cognitive structures in a systemic manner, Research in Science Education, 46, 525, 10.1007/s11165-015-9470-1 Hrin, 2016, The effect of systemic synthesis questions [SSynQs] on students' performance and meaningful learning in secondary organic chemistry teaching, International Journal of Science and Mathematics Education, 14, 805, 10.1007/s10763-015-9620-y Hung, 2008, Enhancing systems-thinking skills with modelling, British Journal of Educational Technology, 39, 1099, 10.1111/j.1467-8535.2007.00791.x Johnstone, 2006, Concept mapping in problem based learning: A cautionary tale, Chemistry Education Research and Practice, 7, 84, 10.1039/B5RP90017D Kainz, 2002, Can students learn stock-flow-thinking? An empirical investigation Kinchin, 2000, How a qualitative approach to concept map analysis can be used to aid learning by illustrating patterns of conceptual development, Educational Research, 42, 43, 10.1080/001318800363908 Lagowski, 2009, SATL, learning theory, and the physiology of learning, 65 Lopez, 2011, Validating the use of concept-mapping as a diagnostic assessment tool in organic chemistry: Implications for teaching, Chemistry Education Research and Practice, 12, 133, 10.1039/C1RP90018H Ludlow, 2008, Systems chemistry, Chemical Society Reviews, 37, 101, 10.1039/B611921M McClure, 1999, Concept map assessment of classroom learning: Reliability, validity, and logical practicality, Journal of Research in Science Teaching, 36, 475, 10.1002/(SICI)1098-2736(199904)36:4<475::AID-TEA5>3.0.CO;2-O Newmann, 1990, Higher order thinking in teaching social studies: A rationale for the assessment of classroom thoughtfulness, Journal of Curriculum Studies, 22, 41, 10.1080/0022027900220103 Novak, 1991, A twelve-year longitudinal study of science concept learning, American Educational Research Journal, 28, 117, 10.3102/00028312028001117 Novak, 2010 Plate, 2010, Assessing individuals’ understanding of nonlinear causal structures in complex systems, Dynamic Review, 26, 19, 10.1002/sdr.432 Resnick, 1987 Riess, 2010, Promoting systems thinking through biology lessons, International Journal of Science Education, 32, 705, 10.1080/09500690902769946 Rose, 2012 Ruiz-Primo, 1996, Problems and issues in the use of concept maps in science assessment, Journal of Research in Science Teaching, 33, 569, 10.1002/(SICI)1098-2736(199608)33:6<569::AID-TEA1>3.0.CO;2-M Sadler, 2009, Scientific literacy, PISA, and socioscientific discourse: Assessment form progressive aims of science education, Journal of Research in Science Teaching, 46, 909, 10.1002/tea.20327 Salisbury, 1996 Sommer, 2010, System competence: Are elementary students able to deal with a biological system?, NorDiNa, 6, 125, 10.5617/nordina.255 Toral, 2007, An electronic engineering curriculum design based on concept-mapping techniques, International Journal of Technology and Design Education, 17, 341, 10.1007/s10798-007-9042-4 Vachliotis, 2011, Exploring novel tools for assessing high school students’ meaningful understanding of organic reactions, Journal of Chemical Education, 88, 337, 10.1021/ed9000415 Vachliotis, 2014, Meaningful understanding and systems thinking in organic chemistry: Validating measurement and exploring relationships, Research in Science Education, 44, 239, 10.1007/s11165-013-9382-x Wehrwein, 2007, Gender differences in learning style preferences among undergraduate physiology students, Advances in Physiology Education, 31, 153, 10.1152/advan.00060.2006 Zohar, 2003, Higher order thinking skills and low-achieving students: Are they mutually exclusive?, The Journal of the Learning Sciences, 12, 145, 10.1207/S15327809JLS1202_1