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<article xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" article-type="research-article" xml:lang="en"><front><journal-meta><journal-id journal-id-type="issn">2656-2804</journal-id><journal-title-group><journal-title>Indonesian Journal on Learning and Advanced Education (IJOLAE)</journal-title><abbrev-journal-title>ijolae</abbrev-journal-title></journal-title-group><issn pub-type="epub">2656-2804</issn><issn pub-type="ppub">2655-920X</issn><publisher><publisher-name>Universitas Muhammadiyah Surakarta</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.23917/ijolae.v7i1.23550</article-id><article-categories/><title-group><article-title>Exploring the Interplay between Habits of Mind and Problem-Solving Skills in Online Mathematics Learning: Insights from Three-Variable Linear Equation Contextual Problems</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Nurmeidina</surname><given-names>Rahmatya</given-names></name><address><country>Indonesia</country><email>rahmatya.dina@umbjm.ac.id</email></address><xref ref-type="aff" rid="AFF-1"/><xref ref-type="corresp" rid="cor-0"/></contrib><contrib contrib-type="author"><name><surname>Zaqiyah</surname><given-names>Nafisa Nur</given-names></name><address><country>Indonesia</country></address><xref ref-type="aff" rid="AFF-1"/></contrib><contrib contrib-type="author"><name><surname>Nugroho</surname><given-names>Arif Ganda</given-names></name><address><country>Indonesia</country></address><xref ref-type="aff" rid="AFF-1"/></contrib><contrib contrib-type="author"><name><surname>Andini</surname><given-names>Andini</given-names></name><address><country>Indonesia</country></address><xref ref-type="aff" rid="AFF-1"/></contrib><contrib contrib-type="author"><name><surname>Faiziyah</surname><given-names>Nuqthy</given-names></name><address><country>Indonesia</country></address><xref ref-type="aff" rid="AFF-2"/></contrib><contrib contrib-type="author"><name><surname>Adnan</surname><given-names>Mazlini Binti</given-names></name><address><country>Malaysia</country></address><xref ref-type="aff" rid="AFF-3"/></contrib><contrib contrib-type="author"><name><surname>Syar’i</surname><given-names>Ahmad</given-names></name><address><country>Indonesia</country></address><xref ref-type="aff" rid="AFF-4"/></contrib></contrib-group><aff id="AFF-1"><institution content-type="dept">Faculty of Teacher Training and Education</institution><institution-wrap><institution>Universitas Muhammadiyah Banjarmasin</institution><institution-id institution-id-type="ror">https://ror.org/00pv6h884</institution-id></institution-wrap><country country="ID">Indonesia</country></aff><aff id="AFF-2">Faculty of Teacher Training and Education, Universitas Muhammadiyah Surakarta</aff><aff id="AFF-3"><institution content-type="dept">Faculty of Science and Mathematics</institution><institution-wrap><institution>Universiti Pendidikan Sultan Idris</institution><institution-id institution-id-type="ror">https://ror.org/005bjd415</institution-id></institution-wrap><country country="MY">Malaysia</country></aff><aff id="AFF-4">Faculty of Teacher Training and Education, Universitas Muhammadiyah Palangka Raya</aff><author-notes><corresp id="cor-0"><bold>Corresponding author: Rahmatya Nurmeidina</bold>, Faculty of Teacher Training and Education, Universitas Muhammadiyah Banjarmasin .Email:<email>rahmatya.dina@umbjm.ac.id</email></corresp></author-notes><pub-date date-type="pub" iso-8601-date="2024-11-18" publication-format="electronic"><day>18</day><month>11</month><year>2024</year></pub-date><pub-date date-type="collection" iso-8601-date="2024-11-22" publication-format="electronic"><day>22</day><month>11</month><year>2024</year></pub-date><fpage>117</fpage><lpage>135</lpage><history><date date-type="received" iso-8601-date="2024-3-8"><day>8</day><month>3</month><year>2024</year></date><date date-type="rev-recd" iso-8601-date="2024-9-28"><day>28</day><month>9</month><year>2024</year></date><date date-type="accepted" iso-8601-date="2024-10-14"><day>14</day><month>10</month><year>2024</year></date></history><permissions><copyright-statement>Copyright (c) 2025 Rahmatya Nurmeidina, Nafisa Nur Zaqiyah, Arif Ganda Nugroho, Andini Andini, Nuqthy Faiziyah, Mazlini Binti Adnan, Ahmad Syar’i</copyright-statement><copyright-year>2025</copyright-year><copyright-holder>Rahmatya Nurmeidina, Nafisa Nur Zaqiyah, Arif Ganda Nugroho, Andini Andini, Nuqthy Faiziyah, Mazlini Binti Adnan, Ahmad Syar’i</copyright-holder><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This work is licensed under a Creative Commons Attribution 4.0 International License.</license-p></license></permissions><self-uri xlink:href="https://journals2.ums.ac.id/ijolae/article/view/9142" xlink:title="Exploring the Interplay between Habits of Mind and Problem-Solving Skills in Online Mathematics Learning: Insights from Three-Variable Linear Equation Contextual Problems">Exploring the Interplay between Habits of Mind and Problem-Solving Skills in Online Mathematics Learning: Insights from Three-Variable Linear Equation Contextual Problems</self-uri><abstract><p>This research aims to analyze students' problem solving ability in linear equations of three variables contextual problem solving in the terms of habits of mind of students at class X MA Muhammadiyah 2 Al-Furqan in contextual problem solving in online learning. This research is a qualitative research with descriptive method. The researchers used  problem-solving ability test and  habits of mind questionnaire as well as in-depth interviews with research subjects as data collection method. The subjects of this research were 3 students of class X IPA MA Muhammadiyah 2 Al-Furqan who came from high, medium, and low ability groups. These students participated in mathematics learning using blended learning.  The results showed that the problem solving ability and habit of mind were interrelated and support each other.  Students with high habits of mind have high problem solving ability, students with medium habits of mind have medium problem solving ability, and students with low habits of mind have low problem solving ability. Students' problem solving ability is high on the indicator of understanding the problem and low on the indicators of making plans and implementing plans. Students' habits of mind are classified as moderate to high on the indicator of perseverance or never giving up, and moderate to low on the indicator of enthusiasm in responding and the indicator of daring to take responsibility and face risks. The main finding of this study confirms that effective problem solving skills require good habits of mind.  The research result shows the importance of developing positive thinking habits in learning  mathematics can improve students' problem-solving skills. Thus, the integration of online learning with approaches that pay attention to aspects of habits of mind can be an effective strategy in improving students' mathematics achievement.</p></abstract><kwd-group><kwd>blended learning</kwd><kwd>continuous learning</kwd><kwd>effective learning strategies in mathematics</kwd><kwd>habits of mind</kwd><kwd>linear equation of three variables</kwd><kwd>problem solving</kwd></kwd-group><custom-meta-group><custom-meta><meta-name>File created by JATS Editor</meta-name><meta-value><ext-link ext-link-type="uri" xlink:href="https://jatseditor.com" xlink:title="JATS Editor">JATS Editor</ext-link></meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec><title>1. Introduction</title><p>Mathematics is one of the subjects that plays an important role in the field of education. Mathematics is a basic science that needs to be taught to students from the early stages of formal education. Mathematics is a science that can be applied to all aspects of everyday life. (<xref ref-type="bibr" rid="BIBR-17">(Djamilah et al., 2023)</xref>; <xref ref-type="bibr" rid="BIBR-48">(Nurmeidina et al., 2022)</xref>; <xref ref-type="bibr" rid="BIBR-39">(Lestari et al., 2021)</xref>). Moreover, mathematics itself is also a subject that has a significant role in improving students' abilities and human civilization. <xref ref-type="bibr" rid="BIBR-76">(Zaqiyah &amp; Djamilah, 2021)</xref>. According to value of mathematics, the idea behind mathematics education is to foster higher-order thinking skills, such as mathematical creativity through problem-solving <xref ref-type="bibr" rid="BIBR-9">(Baiduri et al., 2022)</xref>.</p><p>According to the National Council of Teachers of Mathematics NCTM <xref ref-type="bibr" rid="BIBR-63">(Suci Rahmawati et al., 2019)</xref>, There are five competencies in learning, namely: mathematical problem solving, mathematical communication, mathematical reasoning, mathematical connections, and mathematical representation <xref ref-type="bibr" rid="BIBR-66">(Ulfah, 2022)</xref>.</p><p>Problem solving skill is needed by students to develop their mathematical skills, as expressed by <xref ref-type="bibr" rid="BIBR-30">(Husna et al., 2013)</xref>, Problem solving ability is referred to mathematical power or mathematical skills (doing maths). So mathematics can be categorised into lowlevel thinking and high-level thinking. Polya in <xref ref-type="bibr" rid="BIBR-28">(Hendriana &amp; Sumarmo, 2017)</xref> stated that problem solving is an effort to find a way out of a goal that is not easy to achieve immediately. Based on the description above, it can be concluded that problem solving is a process of overcoming the difficulties faced by using the knowledge possessed to achieve the goal. This research will use Polya's problem solving. The indicators of Polya's problem solving stages are as follows: Understanding the problem, Developing the plan, Implementing the plan, and Looking back <xref ref-type="bibr" rid="BIBR-25">(Hanifah, 2021)</xref><xref ref-type="bibr" rid="BIBR-62">(Simarmata &amp; Hijriani, 2020)</xref>.</p><p>The mastery of problem solving does not only improve students' understanding of mathematical concepts, but also equips them with logical and systematic thinking skills that are useful in various aspects of life <xref ref-type="bibr" rid="BIBR-50">(Nurmeidina et al., 2021)</xref>. However, the observations during online PPL at MA Muhammadiyah 2 Al-Furqan showed that there were still many students in class X IPA who experienced difficulties, especially in SPLTV material.</p><p>The majority of them had problems in determining the right strategy to solve the problems that was presented by educators, so it had result in unsatisfactory learning outcomes <xref ref-type="bibr" rid="BIBR-72">(Wijaya et al., 2019)</xref>. One of the factors is the lack of students' attention to the material that was presented and the lack of active involvement in the learning process. Even when there was an opportunity to ask to educators about the clarity of the material, students' responses tended to be silent. After being interviewed, students admitted that they felt embarrassed to ask questions. They were more willing to give opinions after being appointed directly by the educator, even without understanding the material presented fully. Therefore, it is important for students to be able to determine the right strategy in solving problems as an indicator of successful problem solving <xref ref-type="bibr" rid="BIBR-56">(Sa'adilla et al., 2020)</xref> Measuring students' problem-solving skills can be done by solving problems which relates to the System of Linear Equations of Three Variables (SPLTV) material. <xref ref-type="bibr" rid="BIBR-3">(Afriansyah et al., 2023)</xref>. SPLTV was chosen for the research because this material always be met by students in school mathematics problems.</p><p>Measuring students' problem-solving skills can be done by solving problems which relates to the System of Linear Equations of Three Variables (SPLTV) material. <xref ref-type="bibr" rid="BIBR-3">(Afriansyah et al., 2023)</xref>. SPLTV was chosen for the research because this material always be met by students in school mathematics problems.</p><p>SPLTV involves various types of problems, both in pure mathematics format and in the context of life stories. (Asok &amp; Hashanah, 2021;<xref ref-type="bibr" rid="BIBR-55">(Rani &amp; Maarif, 2021)</xref>).</p><p>In solving the problem context, students are expected to be able to construct a mathematical model of the story problem, make a plan, and fulfil the indicators of problem solving ability. If students are able to fulfil these indicators, it can be assumed that they have good problem solving skills so that it will make it easier for them to deal with problems that arise in SPLTV material.</p><p>Beside paying attention to problem solving ability as students' cognitive aspect, it must also pay attention to affective aspects in the learning process. One of these affective attitudes is the habit of mind. Based on <xref ref-type="bibr" rid="BIBR-65">(Syukria et al., 2013)</xref> in learning, students must have attitudes and behaviours that are conducive in learning and utilising thinking skills, namely students must connect new knowledge and skills with what they have already knew.</p><p>It can help students broaden their horizons so that the important goal of learning is to be able to use their knowledge meaningfully. In general, all mathematics materials require problem-solving skills (<xref ref-type="bibr" rid="BIBR-21">(Faiziyah et al., 2024)</xref>;<xref ref-type="bibr" rid="BIBR-69">(Wahyudi et al., 2020)</xref>). Three-variable linear equation is a subject that requires problem-solving skills to learn. Based on <xref ref-type="bibr" rid="BIBR-5">(Akbar et al., 2017)</xref>, in learning process, habits of mind can be observed in the classroom, such as enthusiasm in responding to questions from educators, students' desire to develop problem-solving strategies, and how willing students are to explain the solutions they get.</p><p>Habits of mind are the tendency of students' intelligent behaviour in problems solving that are not immediately known. Habits of mind consists of two words, namely "habits" and "mind". In this study, habit of mind is defined as 'habit of thinking'. Habits of mind are defined by Costa dan Kallick in <xref ref-type="bibr" rid="BIBR-20">(Dwirahayu et al., 2018)</xref> as a characteristic of intelligent people when faced with problems that do not easily know the solution. Based on <xref ref-type="bibr" rid="BIBR-42">(Marita, 2014)</xref>, habits of mind are a group of skills, attitudes, and values that enable a person to develop performance or behavioural intelligence based on the stimulus provided to guide students in facing or solving existing problems. Based on the understanding above, habit of mind is the tendency of students' intelligent behaviour in problems solving that have no known the solution immediately.</p><p><xref ref-type="bibr" rid="BIBR-15">(Costa &amp; Kallick, 2015)</xref> identified 16 habits of mind when individual address problems in a cerebral manner, which are as follows:</p><p>a. Endure or never give up.</p><p>b. Regulate conscience.</p><p>c. Listening to other people's opinions with empathy.</p><p>d. Think flexibly.</p><p>e. Metacognitive thinking.</p><p>f. Seeking to work thoroughly and precisely.</p><p>g. Asking questions and raising issues effectively.</p><p>h. Utilising old experiences to form new knowledge.</p><p>i. Thinking and communicating clearly and precisely.</p><p>j. Utilise the senses in collecting and processing data.</p><p>k. Inventing, imagining and innovating.</p><p>l. Enthusiastic in responding.</p><p>m. Dare to take responsibility and face risks.</p><p>n. Funny.</p><p>o. Interdependent thinking.</p><p>p. Continuous learning.</p><p>From 16 characteristics in this research, only 9 habits of mind will be used in this research, namely: (1) persevere or never give up, (2) regulate conscience, (3) think metacognitively, (4) be thorough and precise, (5) ask questions and raise problems, (6) utilise old experiences to form new knowledge, (7) be enthusiastic in responding, (8) dare to take responsibility and face risks, and ( 9) learn continuously.</p><p>Based on Masnis' research result (2017), it explained that the relationship between the ability in mathematics problem solving and mathematics habits of mind. The difference between this research and the previous research is that this research will describe the problem solving ability and habits of mind habits of students and the questions that will be used to test the problem solving ability are contextual questions. (<xref ref-type="bibr" rid="BIBR-34">(Kamaruddin et al., 2020)</xref>;Noviantari, 2018). <xref ref-type="bibr" rid="BIBR-48">(Nurmeidina et al., 2022)</xref> stated that the ability to think creatively is closely related to the habits of mind of high school students. In this case, the indicators of creative thinking are also in line with problem solving ability. Therefore, it is needed the research that can find out students' problemsolving skills, including the mistakes they often make and their relationship with habits of ts. The results of this analysis can be used to evaluate learning methods and motivate students in solving mathematics problems.</p><p>Polia in <xref ref-type="bibr" rid="BIBR-28">(Hendriana &amp; Sumarmo, 2017)</xref>, states that problem solving is an effort to find a way out of a goal that is not easy to achieve immediately.</p><p>According to Krulik dan Rudnik <xref ref-type="bibr" rid="BIBR-28">(Hendriana &amp; Sumarmo, 2017)</xref>, Problem solving is a process in which individual uses the knowledge, skills, and understanding that they have acquired to solve problems in unusual situations. Based on the `description above, it can be concluded that problem solving is a process of overcoming the difficulties faced by using the knowledge possessed to achieve goals <xref ref-type="bibr" rid="BIBR-57">(Saifulloh et al., 2024)</xref>.</p><p>There are four stages of problem solving (<xref ref-type="bibr" rid="BIBR-41">(Madya et al., 2023)</xref>;<xref ref-type="bibr" rid="BIBR-11">(Basadur et al., 2014)</xref>;<xref ref-type="bibr" rid="BIBR-13">(Cahyani &amp; Setyawati, 2017)</xref>;<xref ref-type="bibr" rid="BIBR-59">(Savic, 2016)</xref>) namely understanding the problem, planning to solve the problem, planning the problem, and reviewing the results obtained. Polya's four stages are as follows:</p><list list-type="order"><list-item><p>Understanding the Problem</p></list-item></list><p>The first stage in problem solving is understanding the problem. Students need to identify what is known, what information is present, the relationships and values involved, and what they are looking for <xref ref-type="bibr" rid="BIBR-71">(Widodo &amp; Turmudi, 2017)</xref>. There are some suggestions that can help students to understand complex problems, namely: asking questions about what is known and what is sought, explaining the problem in their own words, explaining the problems with their own words, relating it to other similar problems, drawing attention to important parts of the problem, developing models, and drawing diagrams.</p><list list-type="order"><list-item><p>Make a Plan</p></list-item></list><p>Students need to identify the operations involved as well as the strategies required to solve the given problem. <xref ref-type="bibr" rid="BIBR-46">(Montague et al., 2000)</xref>. Students can do this by: guessing, developing models, sketching diagrams, simplifying problems, identifying patterns, creating tables, experiments and simulations, and sorting data/information.</p><list list-type="order"><list-item><p>Implementing the Plan</p></list-item></list><p>What is implemented depends on what has been planned before and also includes the following: interpreting the given information into mathematical form and applying strategies during the on going process and calculations. In general, at this stage students need to defend the plan they have chosen. If the plan can not be implemented, then the student can choose another method or plan.</p><list list-type="order"><list-item><p>Looking Back (Hindsight)</p></list-item></list><p>The following aspects need to be paid attention when reviewing the steps previously involved in problem solving, namely: re-examining all the important information that has been identified, re-examining all the calculations that have been made, considering whether the solution is correct or logical, looking at other alternative solutions and re-reading the question and asking yourself whether the question has been answered.</p><p>Meanwhile, according to Gagne <xref ref-type="bibr" rid="BIBR-12">(Budiarti &amp; Mahendra, 2020)</xref><xref ref-type="bibr" rid="BIBR-61">(Shishigu et al., 2018)</xref><xref ref-type="bibr" rid="BIBR-68">(Wagner et al., 2014)</xref>, there are five steps that must be taken to overcome this problem, namely:</p><p>a. Present the problem in a clearer form,</p><p>b. Stating the problem in an operational (solvable) form,</p><p>c. Develop alternative hypotheses and working procedures that are considered good for use in problem solving.</p><p>d. Test the hypothesis and make efforts to obtain results (data collection, data processing, etc.), the results may be more than one.</p><p>e. Re-examine whether the results obtained are correct, or perhaps choose the best alternative solution.</p><p>Based on the stages of problem solving previously described, it is concluded that this research will use Polya's problem solving. The indicators of Polya's problem solving stages are as follows:</p><p>a. Understanding problem indicators include: determining what is known and asked about the problem and explaining the problem in your own words.</p><p>b. Indicators of plan making include: using all available information to solve the problem and make a plan for the solution steps.</p><p>c. Indicators of plan implementation include: using the solution steps correctly, applying strategies during the process and calculations.</p><p>d. Indicators of Looking back include: writing conclusions on answers.</p><p>Linear equations with three variables are considered as challenging material for students. (<xref ref-type="bibr" rid="BIBR-1">(Imaroh &amp; Ulumul Umah, 2021)</xref>; <xref ref-type="bibr" rid="BIBR-26">(Hariati &amp; Septiadi, 2019)</xref>; <xref ref-type="bibr" rid="BIBR-36">(Laksana &amp; Fiangga, 2022)</xref>; <xref ref-type="bibr" rid="BIBR-58">(Sasmita &amp; Qohar, 2021)</xref>). Problem-solving skills are required to solve contextualised problems in this subject <xref ref-type="bibr" rid="BIBR-4">(Ahdhianto et al., 2020)</xref>. In addition to problem-solving skills, habits of mind are also needed so that students can correctly interpret the meaning of contextual problems. (<xref ref-type="bibr" rid="BIBR-70">(Wardani et al., 2022)</xref>; <xref ref-type="bibr" rid="BIBR-75">(Yandari et al., 2019)</xref>).</p><p>In this class, the learning of linear equations of three variables is carried out using blended learning method that combines face-to-face and online learning methods (<xref ref-type="bibr" rid="BIBR-27">(Helsa et al., 2021)</xref>; <xref ref-type="bibr" rid="BIBR-45">(Minarti &amp; Hakim, 2022)</xref>). Blended learning alternates between these two approaches each week. (<xref ref-type="bibr" rid="BIBR-35">(Kurnia et al., 2022)</xref>; <xref ref-type="bibr" rid="BIBR-60">(Setiyani, 2019)</xref>). This method allows students to get  benefit from the advantages of offline and online teaching, create a dynamic and interactive learning environment that enhances their understanding of the subject matter. Based on this explanation, it is important to examine the analysis of students' problem solving ability in solving contextual problems of linear equations of three variables in terms of habits of mind (<xref ref-type="bibr" rid="BIBR-24">(Hamzah et al., 2022)</xref>; <xref ref-type="bibr" rid="BIBR-53">(Purnomo &amp; Suparman, 2020)</xref>).</p><p>This research will discuss in depth the importance of problem solving skills in learning mathematics, especially on the subject of System of Linear Equations of Three Variables (SPLTV). The researchers will elaborate Polya's problem solving stages and how these stages can be applied in the context of SPLTV learning. In addition, this study also will explore the relationship between students' habits of mind and their ability to solve mathematical problems. Observation data from class X IPA at MA Muhammadiyah 2 Al-Furqan will be analysed to provide insights into the students’ challenge to face and the strategies that can be implemented to improve their problem-solving skills. Readers will get  better understanding of effective learning methods, as well as how habits of mind can contribute to students' academic success in mathematics,</p></sec><sec><title>2. Method</title><p>This type of research is qualitative research with descriptive method. This research uses a qualitative research design by giving a problem-solving ability test and a habit of mind questionnaire as well as indepth interviews to the research participants. Qualitative research uses various scientific techniques to obtain an in-depth understanding of the events experienced by research participants, as well as providing oral and written explanations in a unique natural environment. The analysis of problem solving ability based on habits of mind in the context of this study aims to provide an explanation that the use of a qualitative approach is to explore the relationship between problem solving ability and habits of mind which are believed to be interrelated. The results of the reseach are expected to provide a deeper understanding on how students' problem-solving skills and habits of mind affect their ability to solve contextual problems after participating in online learning about the system of linear equations of three variables (SPLTV).</p><p>This research aims to confirm or refute the alleged relationship between problem solving ability and students' habits of mind in the previous research. The results of this research are expected to provide a clear description of students' problem-solving skills and habits of mind. Students who have high-level thinking skills are also expected to have high problem-solving skills, and vice versa. To collect data, this research used several methods, including the use of questionnaires about thinking habits, problem solving ability tests, and in-depth interviews.</p><p>The respondents of this research were st udents of class X IPA MA Muhammadiyah 2 Al-Furqan. These students took part in learni ng mathematics using blended learning. The learning was done in two ways, namely offli ne in class and online using Zoom. The selec tion of the respondents in this study used pur posive sampling technique, namely sample s election with certain considerations. The resp ondents of this study were students who carr ied out online learning on SPLTV material. They were given tests to measure problem so lving skills and habits of mind. The selection of respondents were based on the results of t he answers to the problem solving questions and the habit of mind questionnaire that had previously been given to groups of students i n the high, medium, and low classifications. The research location was MA Muham-madi yah 2 Al-Furqan, class X IPA, even semester of the 2020/2021 academic year.</p><p>The problem-solving ability assessment score is adapted from <xref ref-type="bibr" rid="BIBR-5">(Akbar et al., 2017)</xref>, where the assessment sheet refers to the four stages of problem solving. The assessment sheet can be seen in the following table:</p><table-wrap id="table-2" ignoredToc=""><label>Table 2</label><caption><p>Indicators and Assessment Instruments for Problem Solving Ability Assessment</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="1" style="" align="left" valign="top">No</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Polya's Problem Solving Indicators</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Question Material</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Response To Questions</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Score</th></tr></thead><tbody><tr><td colspan="1" rowspan="3" style="" align="left" valign="top">1.</td><td colspan="1" rowspan="3" style="" align="left" valign="top">Understand the problem</td><td colspan="1" rowspan="3" style="" align="left" valign="top">Solving contextual problems related to SPLTV</td><td colspan="1" rowspan="1" style="" align="left" valign="top">There is an attempt to identify the information contained in the question but it is still lack.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">1</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Can identify the information contained in the question but still incomplete</td><td colspan="1" rowspan="1" style="" align="left" valign="top">2</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Can identify the information contained in the question completely and correctly</td><td colspan="1" rowspan="1" style="" align="left" valign="top">3</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">2.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Make a plan</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Solving contextual problems related to SPLTV</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Attempts to write down the strategy but fails</td><td colspan="1" rowspan="1" style="" align="left" valign="top">1</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">3.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Implement the plan</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Solve contextual problems related to SPLTV</td><td colspan="1" rowspan="1" style="" align="left" valign="top"><p>There is a solution but it is still wrong</p><p>The problem has a solution, but there are still errors in the calculation</p><p>Can solve the problem correctly</p></td><td colspan="1" rowspan="1" style="" align="left" valign="top">1</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">4.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Looking back</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Solve contextual problems related to SPLTV</td><td colspan="1" rowspan="1" style="" align="left" valign="top"><p>There is an attempt to write a conclusion but it is incorrect</p><p>The conclusion given is not correct</p><p>The conclusion given is correct</p></td><td colspan="1" rowspan="1" style="" align="left" valign="top">1</td></tr></tbody></table></table-wrap><p>In this research, the questionnaire instru ment was used to measure students' habits of mind. The assessment of students' habits of mind uses a Likert scale.</p><p>The data collection technique was adap ted from <xref ref-type="bibr" rid="BIBR-73">(Wijayanto et al., 2018)</xref> using the highest score 10.</p><table-wrap id="table-3" ignoredToc=""><label>Table 3</label><caption><p>Habits of Mind Questionnaire Scoring Format</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="1" style="" align="left" valign="top">Answer options</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Positif</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Negative</th></tr></thead><tbody><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">SS</td><td colspan="1" rowspan="1" style="" align="left" valign="top">5</td><td colspan="1" rowspan="1" style="" align="left" valign="top">1</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">S</td><td colspan="1" rowspan="1" style="" align="left" valign="top">4</td><td colspan="1" rowspan="1" style="" align="left" valign="top">2</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">RR</td><td colspan="1" rowspan="1" style="" align="left" valign="top">3</td><td colspan="1" rowspan="1" style="" align="left" valign="top">3</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">TS</td><td colspan="1" rowspan="1" style="" align="left" valign="top">2</td><td colspan="1" rowspan="1" style="" align="left" valign="top">4</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">STS</td><td colspan="1" rowspan="1" style="" align="left" valign="top">1</td><td colspan="1" rowspan="1" style="" align="left" valign="top">5</td></tr></tbody></table></table-wrap><table-wrap id="table-4" ignoredToc=""><label>Table 4</label><caption><p>Categories of Problem Solving Ability</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="1" style="" align="left" valign="top">No.</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Test Results of Mathematical Communication Ability and Problem Solving Ability</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Category</th></tr></thead><tbody><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">1</td><td colspan="1" rowspan="1" style="" align="left" valign="top"><tex-math>x≤33</tex-math></td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">2</td><td colspan="1" rowspan="1" style="" align="left" valign="top"><tex-math>33&lt;x≤6633</tex-math></td><td colspan="1" rowspan="1" style="" align="left" valign="top">Currently</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">3</td><td colspan="1" rowspan="1" style="" align="left" valign="top"><tex-math>66&lt;<italic>x</italic>≤100</tex-math></td><td colspan="1" rowspan="1" style="" align="left" valign="top">High</td></tr></tbody></table></table-wrap><table-wrap id="table-5" ignoredToc=""><label>Table 5</label><caption><p>Habit of Mind Score Range</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="1" style="" align="left" valign="top">Habits of mind</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Range Score</th></tr></thead><tbody><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">High</td><td colspan="1" rowspan="1" style="" align="left" valign="top"><italic>x</italic>≥80,52</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">61,48&lt;<italic>x</italic>&lt;80,52</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td><td colspan="1" rowspan="1" style="" align="left" valign="top"><tex-math>x≤61,48<italic>x</italic>≤61,48</tex-math></td></tr></tbody></table></table-wrap><p>The steps in determining the category of habit of mind was taken from <xref ref-type="bibr" rid="BIBR-6">(Arikunto, 2013)</xref>. The data analysis techniques which was used : (1) data reduction, (2) data presentation, and (3) conclusion drawing and verification <xref ref-type="bibr" rid="BIBR-10">(Baring &amp; Berame, 2022)</xref>.</p></sec><sec><title>3. Results and Discussion</title><p>The data in this study were obtained through three methods, namely written tests, questionnaires, and interviews. The written test instrument given to the participants of research contained each of the measuring instruments for the ability to construct mathematical proof. (<xref ref-type="bibr" rid="BIBR-29">(Herdiansyah et al., 2024)</xref>; <xref ref-type="bibr" rid="BIBR-37">(Lazwardi et al., 2022)</xref>.). The results of this research will describe the results obtained during the research. The 6 participants who took the SPLTV question and the habit of mind questionnaire can be seen in <xref ref-type="table" rid="table-6">Table 6</xref>.</p><table-wrap id="table-6" ignoredToc=""><label>Table 6</label><caption><p>Research Subjects</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="1" style="" align="left" valign="top">Subject Code</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Problem solving</th><th colspan="1" rowspan="1" style="" align="left" valign="top">Habits of Mind</th></tr></thead><tbody><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">FN</td><td colspan="1" rowspan="1" style="" align="left" valign="top">High</td><td colspan="1" rowspan="1" style="" align="left" valign="top">High</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">KS</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">NI</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr></tbody></table></table-wrap><p>Based on <xref ref-type="table" rid="table-6">Table 6</xref>, it is known that students have high problem solving skills, and their mathematical thinking habits are also high. Students who have moderate problem solving ability so they have moderate mathematical thinking habits. Students who have low problem solving ability, then their mathematical thinking habits are also low. The interview results show that there were three participants who don’t be able to understand all of the information in the question. They are not familiar with the problems that was presented in the form of a story. In <xref ref-type="bibr" rid="BIBR-22">(Fuady et al., 2021)</xref> research stated that students felt that they didn’t understand well about the material that was explained by the teacher in online class. In line with the research above,<xref ref-type="bibr" rid="BIBR-18">(Djamilah &amp; Lazwardi, 2020)</xref> stated that regarding students' difficulties in associating many concepts with the problems so the students had difficulty in determining the steps that must be taken in proof, and difficulty imagining the general properties of an object or number due to different experiences.</p><sec><title>a. Problem Solving Skills</title><p>Subjects with high problem solving ability (FN) and high Habits of Mind.</p><fig id="figure-8" ignoredToc=""><label>Figure 1</label><caption><p>Answer to Problem Number 3 , the participant is  FN</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51624" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Based on  <xref ref-type="fig" rid="figure-8">Figure 1</xref>, FN showed his ability to understand the meaning of the question well. He deftly translated the problems directly into the form of mathematical models, simplifying the complexity of the problems to make the analysis more structured. This action reflected the ability of FN to use mathematical language as a tool to formulate and solve problems.</p><p>Furthermore, FN confidently stated that the information available in the problem was sufficient to form an appropriate mathematical model and find the solution. This shows that FN's problem solving ability is very good in recognizing relevant information from the context of the problem, as well as his ability to use it efficiently in the problem solving process <xref ref-type="bibr" rid="BIBR-19">(Dwiprabowo, 2021)</xref><xref ref-type="bibr" rid="BIBR-40">(Lutfiya et al., 2021)</xref>.</p><p>Based on the results of the answers of FN , it can be concluded that they are able to understand the information contained in the problem well. These skills provide a strong foundation for FN to apply their mathematical knowledge in real situations, and demonstrate their ability to analyze and solve problems in a systematic and structured manner.</p><fig id="figure-6" ignoredToc=""><label>Figure 2</label><caption><p>Answer to Problem Number 4 Participant: FN</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51625" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Making a plan. Based on  <xref ref-type="fig" rid="figure-6">Figure 2</xref>, FN has understood the meaning of question number 4 even though the answer was not correct. The participant had a plan to solve the problem. Based on the solution plan that was submitted by the participant, it showed that the subject had not been able to use all the information available and could plan the solution steps. (<xref ref-type="bibr" rid="BIBR-38">(Lestari et al., 2023)</xref>;<xref ref-type="bibr" rid="BIBR-51">(Nuryah et al., 2020)</xref> ; <xref ref-type="bibr" rid="BIBR-67">(Vilianti et al., 2018)</xref>). But the interesting thing was the participant had a plan to solve the problem. Although they have not succeeded in formulating the right answer, the participant had the strategies outlined or steps that will be taken to reach the solution. It showed that the participants had an awareness of the importance of planning the solution steps before going further.</p><fig id="figure-5" ignoredToc=""><label>Figure 3</label><caption><p>Answer to Problem Number 5 Participant: FN</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51626" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Developing a planning . Based on  <xref ref-type="fig" rid="figure-5">Figure 3</xref>, FN can solve the problem number 5 correctly. It was shown by the participant was able to connect the information in the problem with the plan that he was used. Based on the description above, the participant can use the steps of the solution planning to solve the problem.(<xref ref-type="bibr" rid="BIBR-23">(Gunawan et al., 2018)</xref>; <xref ref-type="bibr" rid="BIBR-74">(Wulan &amp; Anggraini, 2019)</xref>). Students applied the problem solving strategy. But The interesting thing was the participant that the participant had a planning to solve that problem. Although it was not successful yet, in preparing the correct answer, the participant had outlined the strategies or steps that must be taken to reach a solution. It showed that the participant had an awareness of the importance thing of the solution steps planning before going further <xref ref-type="bibr" rid="BIBR-49">(Nurmeidina et al., 2021)</xref>.</p><fig id="figure-9" ignoredToc=""><label>Figure 4</label><caption><p>Answer to Problem Number 6 Subject FN</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51627" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Looking back. Based on <xref ref-type="fig" rid="figure-9">Figure 4</xref>, it can be seen that the FN can solve problem number 6 correctly. The subject changed the information in the problem into the form of a mathematical model. Then he used mix methods (elimination-substitution) to solve problem number 6. The conclusion that was written by FN was in accordance with the results obtained and the purpose. It showed that FN can check the correctness of the results of his answers <xref ref-type="bibr" rid="BIBR-52">(Pradana &amp; Murtiyasa, 2020)</xref>.</p><fig id="figure-10" ignoredToc=""><label>Figure 9</label><caption><p>Answer of Problem Number 3 Participant: KS</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51628" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>The participant with moderate problem solving ability (KS) and moderate Habits of Mind understand the problem. Based on<xref ref-type="fig" rid="figure-10">Figure 9</xref>, it can be seen that KS can understand the problem. The participant wrote it down in the form of a mathematical model immedietly. He did not only take the modeling in mathematical form, but he also looked for solutions for the problems above that should not be sought. Furthermore, the participant explained that the information given in the problem was sufficient, no more and no less because the information above can solve the problem given.</p><fig id="figure-11" ignoredToc=""><label>Figure 10</label><caption><p>Answer of Problem Number 4 Participant: KS</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51629" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Making a plan. Based on  <xref ref-type="fig" rid="figure-11">Figure 10</xref>, it can be seen that KS has not understood the problem number 4. The participant did not write a plan for the completion steps in problem solving number 4. It showed that the participant has not been able to use all the information that was available and was unable to make a plan for the completion steps.</p><fig id="figure-12" ignoredToc=""><label>Figure 11</label><caption><p>Answer of Problem Number 5 Participant: KS</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51630" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Apply the plan based on <xref ref-type="fig" rid="figure-12">Figure 11</xref>, it can be seen that KS had difficulty in understanding the meaning of question number 4. When analyzing the participant, it saw that there was no written solution planning. It showed that the participant has not use maximally utilized all available information and has not been able to formulate a systematic solution plan.</p><p>The the participant didn’t know the meaning of problem number 4. It can be a serious obstacle in the problem solving process. Without a good understanding of the problem, the participant may find difficulty to identify the steps needed to solve the problem. In dealing this situation, further efforts are needed to help the participant to understand the meaning of problem number 4 and train him in planning the steps to solve it. This approach may involve more intensive coaching, additional practice, or the use of more interactive learning strategies to help the participant to develop better problem-solving skills. With the right support, it is hoped that the participant can overcome these obstacles and improve his ability to solve complex problems.</p><fig id="figure-4" ignoredToc=""><label>Figure 12</label><caption><p>Answer of Problem Number 6 Participant: KS</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51631" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Looking back, Based on  <xref ref-type="fig" rid="figure-4">Figure 12</xref>, KS can solve problem number 6 correctly. The participant changed the information in the problem into the form of a mathematical model. Then the participant used the mixed method (elimination-substitution) to solve the problem above. The conclusion written by the participant was in accordance with the results obtained and the purposed. It showed that the participant can check the correctness of the answer.</p><fig id="figure-7" ignoredToc=""><label>Figure 13</label><caption><p>Answer  to Problem Number 3 of  Subject NI</p></caption><graphic xlink:href="https://journals2.ums.ac.id/ijolae/article/download/9142/4414/51632" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Understand the problem. Based on <xref ref-type="fig" rid="figure-10">Figure 9</xref>, it can be seen that  NI  has understood the meaning of the question. In mathematic modeling form, the answer of NI was correct. Then the participant explained that the information contained in the problem was sufficient or possible to create mathematical models and solutions.(<xref ref-type="bibr" rid="BIBR-14">(Chinnappan et al., 2012)</xref>;<xref ref-type="bibr" rid="BIBR-16">(Davies et al., 2021)</xref>). The problem number 4, 5, and 6 did not answered. The participant who had  low scores as the result he cannot construct their mathematical abilities well<xref ref-type="bibr" rid="BIBR-2">(Adnan et al., 2021)</xref>.</p></sec><sec><title>b. Habits of Mind</title><p>Habit of mind is a form of behavior that combines right and left brain activity, by combining intellectual and emotional aspects. <xref ref-type="bibr" rid="BIBR-20">(Dwirahayu et al., 2018)</xref><xref ref-type="bibr" rid="BIBR-31">(Meningkatkan Kemampuan Berpikir Matematis Tingkat Lanjut Dan Kebiasaan Berpikir Siswa Melalui Pendekatan Keterampilan Metakognitif, 2017)</xref>. It is a regular and consistent pattern or way of thinking that a person has in responding, processing, and solving various problems or situations. Habits of mind includes a series of thinking process, problem-solving strategies, mental attitudes, and cognitive tendencies that influences the way of a person deals with various situationsin daily life. In other words, habits of mind becomes the base of how individual understands, responds to, and interacts with their environment. The following are the results of the students' habits of mind questionnaire for each indicator.</p><table-wrap id="table-7" ignoredToc=""><label>Table 7</label><caption><p>Categories of Habit of Mind Indicators</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="2" style="" align="center" valign="middle">No.</th><th colspan="1" rowspan="2" style="" align="center" valign="middle">Indicators of habits of mind according to Costa</th><th colspan="3" rowspan="1" style="" align="center" valign="middle">Subject</th></tr><tr><th colspan="1" rowspan="1" style="" align="center" valign="middle">FN</th><th colspan="1" rowspan="1" style="" align="center" valign="middle">KS</th><th colspan="1" rowspan="1" style="" align="center" valign="middle">NI</th></tr></thead><tbody><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">1.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Endure or never give up</td><td colspan="1" rowspan="1" style="" align="left" valign="top">High</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">2.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Set your heart</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">3.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Metacognitive thinking</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">4.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Thorough and precise</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">5.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Ask questions and pose problems</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">6.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Utilise old experiences to form new knowledge</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">7.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Be eager to respond</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">8.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Dare to take responsibility and face risks</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">9.</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Continuous learning</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Medium</td><td colspan="1" rowspan="1" style="" align="left" valign="top">Low</td></tr></tbody></table></table-wrap><p>Student who has high problem solving ability, he has high mathematical habits of mind. Student who has moderate problem solving ability, he has moderate mathematical habits of mind According to <xref ref-type="bibr" rid="BIBR-43">(Asosiasi Kemampuan Pemecahan Masalah Dan Kebiasaan Berpikir Matematis Siswa Smp, 2017)</xref> there was a relationship between problem solving ability and mathematical habits of mind. The importance of habits of mind in mathematics learning and daily life so that students can face life's challenges confidencely. <xref ref-type="bibr" rid="BIBR-44">(Miliyawati, 2014)</xref><xref ref-type="bibr" rid="BIBR-33">(Isfiani, 2016)</xref>. In addition, habits of mind and building role models also play an important role in developing students' habits of mind. Habits of Mind has a role in learning mathematics <xref ref-type="bibr" rid="BIBR-8">(Ayu et al., 2023)</xref>.</p><p>Teachers should encourage students to be aware of and use the necessary resources and information so that students can be open-minded and able to find solutions to difficult problems <xref ref-type="bibr" rid="BIBR-64">(Suharti et al., 2024)</xref>. Problem-based learning is an approach that can improve students' problem solving skills, even in this thinking activity students have monitored the planning process to reduce errors in problem solving <xref ref-type="bibr" rid="BIBR-32">(Ijirana et al., 2021)</xref><xref ref-type="bibr" rid="BIBR-54">(Putri et al., 2022)</xref>. Meanwhile, context-based learning is learning that can improve problem solving skills by using habits of mind. The students who have critical thinking habits tend to find it easier to solve problems based on context (Faiziyah et al., 2021; <xref ref-type="bibr" rid="BIBR-21">(Faiziyah et al., 2024)</xref>;<xref ref-type="bibr" rid="BIBR-47">(Nugroho, 2017)</xref>).</p></sec></sec><sec><title>4. Conclusion</title><p>Based on the results of the research and the discussion, several main findings can be concluded. Firstly, students' problem-solving ability is closely related to their habits of mind. The students who have high problem-solving ability tend to have high thinking habits as well, and vice versa. Second, students' problem-solving ability in solving contextual problems in blended learning on SPLTV material is high in the indicator of understanding the problem. Third, students' problem-solving skills are medium on the backward-looking indicator, and relatively low on the indicators of making plans and implementing plans. In addition, students' habits of mind is vary from moderate to high on the indicator of perseverance or never giving up, and from moderate to low on the indicator of enthusiasm in addressing and taking responsibility and facing risks.</p><p>These findings answered the research questions by showing the relationship between problem-solving skills and students' habits of mind, as well as providing a detailed picture of students' level of ability in specific aspects of problem-solving in SPLTV material in blended learning. These condition  contribute to a broader understanding of how habits of mind can influence students' problem-solving skills in an online learning context. This conclusion  also directly relates to the research objectives outlined in the introduction, namely to identify the relationship between thinking habits and students' problem-solving skills, and to evaluate students' problem-solving skills on SPLTV in the context of online learning.</p><p>For future research, it is recommended to further explore teaching strategies that can improve students' critical and analytical habits of mind, as well as to investigate other factors that may affect students' problem solving ability in the context of blended learning. 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