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        <title>Exhaustive studies before covid-19 pandemic attack of students’ conceptual change in science education: A literature review</title>
        <author>Ananda Hafizhah Putri</author>
        <author>Achmad Samsudin</author>
        <author>Andi Suhandi</author>
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          <title>Exhaustive studies before covid-19 pandemic attack of students’ conceptual change in science education: A literature review</title>
          <date>2022</date>
          <publisher>Journal of Turkish Science Education</publisher>
          <idno type="DOI">10.36681/tused.2022.151</idno>
          
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        <label>critique</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t1" type="phenomenon" ana="#phenomenon" resp="#paper">
        <label>students&#x27; conceptual change in science education</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t2" type="method" ana="#method" resp="#paper">
        <label>systematic-review</label>
        <term>systematic-review</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t3" type="mechanisms" ana="#mechanisms[0]" resp="#tagger">
        <label>mechanisms</label>
        <term>COVID-19 disrupted teaching and research activity and diverted attention to building online/hybrid learning environments, which is why no conceptual change study appears in the 2020-2021 window</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>Studies that found a conception and no change were excluded, so the corpus is selected on the outcome the review reports.</label>
        <note>what this limits: any characterisation here of what conceptual-change research has found: studies that merely identified students&#x27; alternative beliefs, without testing whether those beliefs were changed by a specific intervention, were excluded from the review</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t5" type="limitations" ana="#limitations[1]" resp="#tagger" cert="1.0">
        <label>The review&#x27;s own verdict is that one framework across the literature determined how the construct was measured.</label>
        <note>what this limits: any figure or trend reported from this literature: the review states nearly all the studies observed conceptual change from a cognitive-only framework, which led to examining conceptual change quantitatively</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t6" type="limitations" ana="#limitations[2]" resp="#tagger" cert="1.0">
        <label>The corpus is what a keyword search returned, narrowed by hand from hundreds to fifty.</label>
        <note>what this limits: the review&#x27;s claim to be exhaustive: hundreds of documents were discovered by the search and only 50 matched the authors&#x27; criteria</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t7" type="limitations" ana="#limitations[3]" resp="#tagger" cert="1.0">
        <label>The selection required an intervention aimed at conceptions, which fixes the kind of study that can appear.</label>
        <note>what this limits: the range of designs represented here: the two primary selection criteria were that a study be in science education and use certain treatments to measure or improve students&#x27; conceptions</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>two stated selection criteria - the study must be in science education, and must use a treatment intended to measure or improve student understanding - against which 50 of the candidate articles matched</label>
        <note>eliminates: a review whose conclusions come from whatever the search happened to return - the two criteria are stated before the screening and the surviving count is reported · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>conceptual change</label>
        <term>conceptual change</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>misconception</label>
        <term>misconception</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>alternative conception</label>
        <term>alternative conception</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t12" type="concepts" ana="#concepts[3]" resp="#paper">
        <label>learning gains</label>
        <term>learning gains</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t13" type="concepts" ana="#concepts[4]" resp="#paper">
        <label>ontological categories</label>
        <term>ontological categories</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t14" type="concepts" ana="#concepts[5]" resp="#paper" cert="1.0">
        <label>affective factors</label>
        <term>affective factors</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t15" type="concepts" ana="#concepts[6]" resp="#paper" cert="1.0">
        <label>multidimensional approach</label>
        <term>multidimensional approach</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t16" type="senses" ana="#senses[0]" resp="#tagger" cert="1.0">
        <label>conceptual change - AS A COGNITIVE VARIABLE WITH A MEASUREMENT MENU: what the reviewed studies actually recorded was a profile of conception or understanding, remediation of misconception, or learning gains, nearly always from a pre- and post-test</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t17" type="senses" ana="#senses[1]" resp="#tagger" cert="1.0">
        <label>misconception - AS A CATEGORY ERROR: on the classical model a misconception is a concept assigned to the wrong ontological category, so change means altering what kind of thing the student takes the concept to be - a definition that makes some disagreements invisible</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t18" type="senses" ana="#senses[2]" resp="#tagger" cert="1.0">
        <label>the same object under several names - students arrive with prior ideas called alternative conceptions here, alternative beliefs in the exclusion rule, and misconceptions in the classical model, with no statement anywhere that the three are the same thing</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t19" type="senses" ana="#senses[3]" resp="#tagger" cert="1.0">
        <label>conceptual change - THE ONTOLOGICAL READING (Chi, Slotta &amp; De Leeuw 1994): change in what KIND OF THING the student takes the concept to be. On this reading a misconception is a concept filed under the wrong ontological category, so the change is a recategorisation.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t20" type="senses" ana="#senses[4]" resp="#tagger" cert="1.0">
        <label>conceptual change - THE AFFECTIVE READING (Pintrich et al. 1993): motivation, interest and self-efficacy are not conditions FOR the change but factors IN it. The paper calls this `another version`, i.e. a rival account of the same term.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t21" type="senses" ana="#senses[5]" resp="#tagger" cert="1.0">
        <label>conceptual change - THE MULTIDIMENSIONAL READING (Tyson et al. 1997): epistemological (classical), ontological AND affective aspects together. This one is defined by UNION of the other readings, which is why it cannot be scored on the same instrument as any of them.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t22" type="senses" ana="#senses[6]" resp="#tagger" cert="0.9">
        <label>conceptual change - THE EXTENSION WIDENED OVER TIME, and the paper says so as its own finding: from cognitive-only to including student traits. A study from before the shift and one from after are not measuring the same construct, which is what makes the review&#x27;s 50-study pooling a definitional question and not only a methodological one.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t23" type="claim_relations" ana="#claim_relations[0]" resp="#tagger">
        <label>builds-on → Randolph (2009) literature-review procedure, as used by Mills, Thomas &amp; Lewthwaite (2016)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>conceptual change —operationalised-as→ learning gains</label>
        <term>conceptual change</term>
        <term>learning gains</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span lists learning gains as ONE of the most used measures of conceptual change; operationalised-as is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t25" type="concept_edges" ana="#concept_edges[1]" resp="#tagger">
        <label>misconception —operationalised-as→ ontological categories</label>
        <term>misconception</term>
        <term>ontological categories</term>
        <note>status: ATTRIBUTED TO A NAMED THEORY, NOT MEASURED: &#x27;Quotation withheld, Quotation withheld&#x27;. The operationalisation belongs to the model this paper is describing, and &#x27;one distinction in&#x27; marks it as one reading of that model among others. · strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but misconceptions arise from assigning concepts to wrong ontological categories; operationalised-as is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t26" type="content_tags" ana="#content_tags.findings[0]" resp="#tagger">
        <label>Physics received more attention than other science domains in the reviewed conceptual change research.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t27" type="content_tags" ana="#content_tags.findings[1]" resp="#tagger">
        <label>Newtonian mechanics was the single most frequently examined physics topic in the reviewed conceptual change studies.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t28" type="content_tags" ana="#content_tags.findings[2]" resp="#tagger">
        <label>Undergraduate students from a range of majors, not only science education students, were the most common participants in the reviewed studies.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t29" type="content_tags" ana="#content_tags.findings[3]" resp="#tagger">
        <label>Most reviewed studies used a quasi-experimental design.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="content_tags" ana="#content_tags.findings[4]" resp="#tagger">
        <label>Method was dominated by pre- and post-testing of small groups with quantitatively analysed data.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="content_tags" ana="#content_tags.findings[5]" resp="#tagger">
        <label>Nearly all reviewed studies framed conceptual change from a cognitive-only perspective, which in turn pushed them to measure conceptual change quantitatively - the review&#x27;s main theoretical criticism of the field.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="content_tags" ana="#content_tags.findings[6]" resp="#tagger">
        <label>No conceptual change study was found for 2020-2021.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="content_tags" ana="#content_tags.findings[7]" resp="#tagger">
        <label>Only five reviewed studies examined pre-service or in-service teachers&#x27; conceptual change.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" type="content_tags" ana="#content_tags.findings[8]" resp="#tagger">
        <label>Affective, metacognitive and other domains were examined through refutation texts, questionnaires or interviews.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t35" type="content_tags" ana="#content_tags.definitions[0]" resp="#tagger">
        <label>conceptual change</label>
        <term>conceptual change</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>instructional interventions</label>
        <term>instructional interventions</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t37" type="content_tags" ana="#content_tags.variables[1]" resp="#tagger">
        <label>students&#x27; conceptual change</label>
        <term>students&#x27; conceptual change</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t38" type="content_tags" ana="#content_tags.quantities[0]" resp="#tagger">
        <label>50 studies — number of articles that met the inclusion criteria and were synthesised in the review</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t39" type="content_tags" ana="#content_tags.quantities[1]" resp="#tagger">
        <label>only 50 articles — how many of the hundreds of retrieved documents survived screening</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t40" type="content_tags" ana="#content_tags.quantities[2]" resp="#tagger">
        <label>2011 to 2021 — publication window covered by the reviewed studies</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t41" type="content_tags" ana="#content_tags.quantities[3]" resp="#tagger">
        <label>7 weeks — duration of the review/synthesis activity itself (22 September to 3 November 2021)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t42" type="content_tags" ana="#content_tags.quantities[4]" resp="#tagger">
        <label>three studies — number of reviewed studies using a purely qualitative (case study/interview) approach</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t43" type="content_tags" ana="#content_tags.quantities[5]" resp="#tagger">
        <label>five studies — number of reviewed studies that examined pre-service teachers&#x27; and teachers&#x27; conceptual change</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t44" type="content_tags" ana="#content_tags.quantities[6]" resp="#tagger">
        <label>2018 — peak year for conceptual change publications within the reviewed decade, after which output declined</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <p><note type="rights">The full text of this article is not redistributable, so it is
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      grounding status remain. The article itself is at https://doi.org/10.36681/tused.2022.151.</note></p>
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