案例-通过数据可视化和分析创建砖帝国(B)

Q3 Social Sciences INFORMS Transactions on Education Pub Date : 2023-06-13 DOI:10.1287/ited.2023.0288csb
Matthew J. Drake
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After the sets retire, he expects to use the proceeds from selling the sets to supplement his family’s collecting passion.Although the future value of a retired LEGO set is partially dependent on the desirability of the set itself and the theme (such as Harry Potter, Minecraft, Star Wars, etc.), another major determinant of the desirability of a set as an investment is the value potential, which is defined as the difference between the price that LEGO “should” be charging for the set based on its characteristics and the actual retail price. Sets with large value potential represent outsized investment opportunities in much the same way that a value mutual fund invests in securities that are potentially undervalued based on their fundamentals.In his prior analysis, Greg developed a model that determines the price that LEGO should be charging for sets and has used it to determine the value potential for all of the sets that were released in 2019. Some sets ending up having positive value potentials, whereas others had negative value potentials. He eliminated all the sets with negative value potential from further investment consideration. He also researched the resale prices for retired LEGO sets on the secondary market and narrowed his potential investment options to sets in the following themes: City, Creator, DC Super Heroes, Friends, Harry Potter, Hidden Side, Ideas, Marvel Super Heroes, Minecraft, Ninjago, Overwatch, Speed Champions, and Star Wars. This left him with the 109 sets listed in the data file provided.Greg’s task now is to determine which specific sets he should purchase as an investment. He has initially allocated $4,000 to his investment budget, although he is open to adjusting that amount up or down within the range from $2,000 to $6,000 based on the relationship between value potential and total investment.Like any well-constructed investment portfolio, Greg also wants to ensure that he is properly diversified to limit his exposure to adverse market conditions affecting one particular set or theme in the future. As a result, he had decided not to purchase more than 10 copies of any one set, and he seeks to avoid any one theme representing more than 20% of the total number of LEGO sets that he has purchased.Based on his analysis of sets selling on the secondary market, however, Greg thinks that sets from three themes—Hidden Side, Ideas, and Star Wars—have the potential to increase in value significantly upon retirement, and he wants to be in position to take advantage of such an opportunity in the future. Therefore, he requires that at least 5% of the total sets purchased are from each of those three themes.Perhaps most importantly, Greg wants to avoid the wrath of his wife, who is not interested in turning their entire house into a warehouse for his new investments to sit while they appreciate. He has negotiated the use of one metal shelving unit with dimensions 60 inches × 36 inches × 24 inches that is set up in the basement to store these LEGO sets. He has assured his wife that the sets he purchases for investment will fit entirely on those shelves. Previous Back to Top Next FiguresReferencesRelatedInformation Articles In Advance Article Information Metrics Information Received:May 19, 2022Accepted:February 02, 2023Published Online:June 13, 2023 Copyright © 2023 The Author(s)Cite asMatthew J. Drake (2023) Case—Creating a Brick Empire Through Data Visualization and Analytics (B). 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Drake Published Online:13 Jun 2023https://doi.org/10.1287/ited.2023.0288csbGreg McCullough has conducted a thorough analysis of the more than 600 LEGO sets released in 2018 and 2019 to gain a better understanding of the characteristics of the different themes and subthemes. His overall goal is to identify the sets in which he should invest. After the sets retire, he expects to use the proceeds from selling the sets to supplement his family’s collecting passion.Although the future value of a retired LEGO set is partially dependent on the desirability of the set itself and the theme (such as Harry Potter, Minecraft, Star Wars, etc.), another major determinant of the desirability of a set as an investment is the value potential, which is defined as the difference between the price that LEGO “should” be charging for the set based on its characteristics and the actual retail price. Sets with large value potential represent outsized investment opportunities in much the same way that a value mutual fund invests in securities that are potentially undervalued based on their fundamentals.In his prior analysis, Greg developed a model that determines the price that LEGO should be charging for sets and has used it to determine the value potential for all of the sets that were released in 2019. Some sets ending up having positive value potentials, whereas others had negative value potentials. He eliminated all the sets with negative value potential from further investment consideration. He also researched the resale prices for retired LEGO sets on the secondary market and narrowed his potential investment options to sets in the following themes: City, Creator, DC Super Heroes, Friends, Harry Potter, Hidden Side, Ideas, Marvel Super Heroes, Minecraft, Ninjago, Overwatch, Speed Champions, and Star Wars. This left him with the 109 sets listed in the data file provided.Greg’s task now is to determine which specific sets he should purchase as an investment. He has initially allocated $4,000 to his investment budget, although he is open to adjusting that amount up or down within the range from $2,000 to $6,000 based on the relationship between value potential and total investment.Like any well-constructed investment portfolio, Greg also wants to ensure that he is properly diversified to limit his exposure to adverse market conditions affecting one particular set or theme in the future. As a result, he had decided not to purchase more than 10 copies of any one set, and he seeks to avoid any one theme representing more than 20% of the total number of LEGO sets that he has purchased.Based on his analysis of sets selling on the secondary market, however, Greg thinks that sets from three themes—Hidden Side, Ideas, and Star Wars—have the potential to increase in value significantly upon retirement, and he wants to be in position to take advantage of such an opportunity in the future. Therefore, he requires that at least 5% of the total sets purchased are from each of those three themes.Perhaps most importantly, Greg wants to avoid the wrath of his wife, who is not interested in turning their entire house into a warehouse for his new investments to sit while they appreciate. He has negotiated the use of one metal shelving unit with dimensions 60 inches × 36 inches × 24 inches that is set up in the basement to store these LEGO sets. He has assured his wife that the sets he purchases for investment will fit entirely on those shelves. Previous Back to Top Next FiguresReferencesRelatedInformation Articles In Advance Article Information Metrics Information Received:May 19, 2022Accepted:February 02, 2023Published Online:June 13, 2023 Copyright © 2023 The Author(s)Cite asMatthew J. Drake (2023) Case—Creating a Brick Empire Through Data Visualization and Analytics (B). 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引用次数: 0

摘要

开放访问开放访问许可seaboutsectionsview PDF ToolsAdd to favoritesDownload CitationsTrack引文ShareShare onFacebookTwitterLinked InEmail前往章节开放访问开放访问许可HomeINFORMS教育交易在印刷案例之前-通过数据可视化和分析创建一个砖帝国(B)马修·j·德雷克马修·j·德雷克出版在线:2023年6月13日https://doi.org/10.1287/ited.2023.0288csbGreg麦卡洛已经进行了一个彻底的分析超过600乐高2018年和2019年发布的套装,以更好地了解不同主题和副主题的特点。他的总体目标是确定他应该投资的组合。在这些藏品退役后,他希望用出售这些藏品的收入来补充家人的收藏热情。虽然退役的乐高套装的未来价值部分取决于套装本身和主题的可取性(如《哈利波特》、《我的世界》、《星球大战》等),但作为投资的套装的可取性的另一个主要决定因素是价值潜力,这被定义为乐高“应该”根据其特性对套装收取的价格与实际零售价格之间的差异。具有巨大价值潜力的组合代表着巨大的投资机会,其方式与价值共同基金投资于基于其基本面可能被低估的证券的方式大致相同。在之前的分析中,格雷格开发了一个模型,确定了乐高应该对套装收取的价格,并用它来确定2019年发布的所有套装的价值潜力。一些集合最终具有正价值潜能,而另一些则具有负价值潜能。他从进一步的投资考虑中剔除了所有具有负价值潜力的组合。他还研究了二手市场上退役的乐高套装的转售价格,并将他的潜在投资选择缩小到以下主题的套装:城市、创造者、DC超级英雄、朋友、哈利波特、隐藏的一面、想法、漫威超级英雄、我的世界、忍者、守望先锋、速度冠军和星球大战。这给他留下了数据文件中列出的109套。格雷格现在的任务是决定他应该购买哪些特定的套装作为投资。他最初为自己的投资预算分配了4,000美元,不过他愿意根据价值潜力和总投资之间的关系,在2,000美元至6,000美元的范围内上下调整这个数额。就像任何构造良好的投资组合一样,格雷格也希望确保他的投资是适当多样化的,以限制他在不利的市场条件下对未来某一特定组合或主题的影响。因此,他决定不购买超过10套的任何一套,并且他试图避免任何一个主题占他所购买的乐高套装总数的20%以上。然而,根据他对二级市场上销售的套装的分析,Greg认为来自三个主题的套装——隐藏的一面、想法和星球大战——在退休后有可能大幅增值,他希望在未来能够利用这样的机会。因此,他要求至少有5%的套装来自这三个主题。也许最重要的是,格雷格想避免激怒他的妻子,因为她不愿意把他们的整个房子变成一个仓库,让他的新投资在升值时闲置。他已经协商使用一个尺寸为60英寸× 36英寸× 24英寸的金属货架单元,在地下室设置,以存储这些乐高积木。他向妻子保证,他为投资而购买的电视机完全可以放在那些架子上。上一页返回上一页参考文献相关信息文章提前文章信息指标信息收稿日期:2022年5月19日接收日期:2023年2月02日出版日期:2023年6月13日版权所有©2023作者出处:matthew J. Drake (2023) case:通过数据可视化和分析创建一个砖帝国(B). INFORMS Transactions on Education 0(0)。https://doi.org/10.1287/ited.2023.0288csb PDF下载
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Case—Creating a Brick Empire Through Data Visualization and Analytics (B)
Open AccessOpen Access licenseAboutSectionsView PDF ToolsAdd to favoritesDownload CitationsTrack Citations ShareShare onFacebookTwitterLinked InEmail Go to SectionOpen AccessOpen Access license HomeINFORMS Transactions on EducationAhead of Print Case—Creating a Brick Empire Through Data Visualization and Analytics (B)Matthew J. Drake Matthew J. Drake Published Online:13 Jun 2023https://doi.org/10.1287/ited.2023.0288csbGreg McCullough has conducted a thorough analysis of the more than 600 LEGO sets released in 2018 and 2019 to gain a better understanding of the characteristics of the different themes and subthemes. His overall goal is to identify the sets in which he should invest. After the sets retire, he expects to use the proceeds from selling the sets to supplement his family’s collecting passion.Although the future value of a retired LEGO set is partially dependent on the desirability of the set itself and the theme (such as Harry Potter, Minecraft, Star Wars, etc.), another major determinant of the desirability of a set as an investment is the value potential, which is defined as the difference between the price that LEGO “should” be charging for the set based on its characteristics and the actual retail price. Sets with large value potential represent outsized investment opportunities in much the same way that a value mutual fund invests in securities that are potentially undervalued based on their fundamentals.In his prior analysis, Greg developed a model that determines the price that LEGO should be charging for sets and has used it to determine the value potential for all of the sets that were released in 2019. Some sets ending up having positive value potentials, whereas others had negative value potentials. He eliminated all the sets with negative value potential from further investment consideration. He also researched the resale prices for retired LEGO sets on the secondary market and narrowed his potential investment options to sets in the following themes: City, Creator, DC Super Heroes, Friends, Harry Potter, Hidden Side, Ideas, Marvel Super Heroes, Minecraft, Ninjago, Overwatch, Speed Champions, and Star Wars. This left him with the 109 sets listed in the data file provided.Greg’s task now is to determine which specific sets he should purchase as an investment. He has initially allocated $4,000 to his investment budget, although he is open to adjusting that amount up or down within the range from $2,000 to $6,000 based on the relationship between value potential and total investment.Like any well-constructed investment portfolio, Greg also wants to ensure that he is properly diversified to limit his exposure to adverse market conditions affecting one particular set or theme in the future. As a result, he had decided not to purchase more than 10 copies of any one set, and he seeks to avoid any one theme representing more than 20% of the total number of LEGO sets that he has purchased.Based on his analysis of sets selling on the secondary market, however, Greg thinks that sets from three themes—Hidden Side, Ideas, and Star Wars—have the potential to increase in value significantly upon retirement, and he wants to be in position to take advantage of such an opportunity in the future. Therefore, he requires that at least 5% of the total sets purchased are from each of those three themes.Perhaps most importantly, Greg wants to avoid the wrath of his wife, who is not interested in turning their entire house into a warehouse for his new investments to sit while they appreciate. He has negotiated the use of one metal shelving unit with dimensions 60 inches × 36 inches × 24 inches that is set up in the basement to store these LEGO sets. He has assured his wife that the sets he purchases for investment will fit entirely on those shelves. Previous Back to Top Next FiguresReferencesRelatedInformation Articles In Advance Article Information Metrics Information Received:May 19, 2022Accepted:February 02, 2023Published Online:June 13, 2023 Copyright © 2023 The Author(s)Cite asMatthew J. Drake (2023) Case—Creating a Brick Empire Through Data Visualization and Analytics (B). INFORMS Transactions on Education 0(0). https://doi.org/10.1287/ited.2023.0288csb PDF download
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INFORMS Transactions on Education
INFORMS Transactions on Education Social Sciences-Education
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34
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52 weeks
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