租房市场对房东的种族歧视

IF 2.4 2区 经济学 Q3 ENVIRONMENTAL STUDIES International Journal of Housing Policy Pub Date : 2023-08-13 DOI:10.1080/19491247.2023.2232204
Shahar Sansani
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The main finding is that Jewish landlords receive 36 percent more inquiries overall than landlords who are PCI, from 29 percent more unique phone numbers than landlords who are PCI. This finding holds for both high-information and low-information listings. In addition, we find that the more left-leaning a city is politically, the smaller the difference in inquiries between the two types of landlords.KEYWORDS: : Discriminationethnicitylandlordscorrespondence studyhousing market AcknowledgementsI would like to thank seminar participants at the University of California, Merced, and the College of Management Academic Studies, Israel, for helpful suggestions.Disclosure statementNo potential conflict of interest was reported by the authors. The experiment performed in this study was approved by the Ethics Committee of the College of Management Academic Studies, Rishon Lezion, Israel (Reference # 98-2017).Notes1 The term Palestinian citizens of Israel (PCI) refers to the 20% of Israeli citizens who are Arab-Palestinian, and were granted Israeli citizenship when the state was established in 1948. This group is sometimes referred to as Arab-Israelis, Palestinians inside Israel, ‘48 Arabs, Palestinian Arabs, or Palestinian Israelis (Berger, Citation2019). While the term “Arab” has commonly been used in studies comparing PCI to Jews in Israel, the term Arab is broad, and refers to people living in many other countries. Moreover, a large part of the Jewish population in Israel immigrated from Arab countries like Iraq, Yemen, and Morocco, among others, but in Israel they are not referred to as “Arab”.2 Other contexts where customer discrimination has been found include: Baseball card trade shows (List, Citation2004), baseball cards sold on the internet (Ayres et al., Citation2015), and Ipods sold on the internet (Doleac & Stein, Citation2013).3 Discrimination of landlords against potential tenants has also been tested using audit studies. These studies match real-life applicants on all characteristics except the one being studied (e.g. one Black individual and one white individual), coach them to behave similarly, and send them to seek housing from randomly selected landlords or agencies. Overall, these studies have found discrimination against Blacks and Hispanics in the US and also against ethnic minorities in Europe (see Oh and Yinger, (Citation2015) for a review). An audit study is not something that is possible in this situation due to the cost of obtaining real apartments for rent.4 The correspondence method which is used in this study has a complicated ethical issue that accompanies it. Most importantly, subjects (potential tenants in this case) did not give their permission to be part of the study, because getting this permission would compromise the study. However, given the importance of uncovering discriminatory behavior that provides backing to anti-discrimination legislation, correspondence studies are popular. Maximum care was taken in this study to minimize the inconvenience, as well as protect the privacy of those individuals who inquired about the advertisements for rent that were posted.5 Three is the modal number of rooms in apartments for rent posted on the website used in the study. A three-room apartment in Israel almost always refers to a two-bedroom apartment. There are two cities in Israel, Bnei-Brak (pop. 189,000) and Beit Shemesh (pop. 110,000), that are not included in the sample because they house a very large Orthodox (Haredi) population, and therefore there are certain social norms that make it less likely to have residents and landlords who are PCI living there. In addition, we include Ramle, Lod, Akko, and Nazareth Elite (which became Nof Hagalil in June 2019) because they have a large PCI population within the city, and Karmiel and Afula because they are in the northern part of Israel which has a large PCI population.6 While computer applications like Google Maps can be used to view apartment buildings from the outside (Street View), some of the mappings can date as far back as 2011, so there could be changes (e.g. renovations) to one or both of the apartments posted which could make them more/less likely to receive inquiries for rent.7 The exchange rate at the time of the experiment varied from 3.39 to 3.78 NIS per US dollar and 4.07 to 4.42 NIS per euro.8 Pictures of the apartments were obtained from Google Images that are labeled as being free to use or share.9 Note that Mohammed and Ahmed signal Muslim PCI, which make up 84% of PCI . Christians and Druze each constitute about eight percent of PCI.10 Under the assumption that individuals usually set the range of prices for their apartment search to be in increments of 500 NIS, the lower price was never chosen to be a multiple of 500 NIS since in this case the higher price may not be in the same search. For example, if an individual searches for apartments whose maximum rent is 3000, and the two fictitious apartments have rents equal to 3000 and 3100, then the higher priced apartment would never appear in the individual’s search.11 An ad can be ‘jumped’ once every four hours, moving it to the top of the list of ads. In the experiment, each ad was ‘jumped’ once a day, at the same time when it was originally posted, morning or afternoon.12 Examining each of the rounds separately yields results that are qualitatively the same as the overall results reported in the main tables.13 While there are many of these types of applications, the two applications used in this study were Truecaller and Me, which are popular in Israel.14 We measure left-leaning voters as the sum of the percentage of voters who voted for the two left-leaning Jewish parties (Meretz and Mahane Tsioni) and parties representing PCI in the 2015 Israeli elections. The three major political parties representing PCI merged to form one party in the 2015 elections. As a robustness check, we also run the analysis with the percentage of left-leaning voters representing only the two left-leaning Jewish parties. The results of the two different measures are qualitatively similar.15 Bar, (Citation2018) finds that left-leaning political views are associated with less discrimination towards potential tenants who are PCI. Also in Israel, Sansani, (Citation2019) finds increased discrimination against Jewish potential tenants that are signaled as religious (versus Jewish potential tenants not signaled as religious) when the percentage of left-leaning voters in the city increases.16 It may be the case that two individuals representing the same family are inquiring regarding the same apartment listing from two different phone numbers. Because we have no way of detecting such cases, to the extent that this is the case, it overstates the number of unique inquiries. However, we have no reason to believe this would be the case more often with one category of landlord versus the other.17 Cities in Israel are considered ‘mixed’ by the Israeli Central Bureau of Statistics if PCI and Jews each constitute at least ten percent of the city’s population. The six cities identified as mixed in this study are Haifa, Tel-Aviv, Akko, Ramle, Lod, and Nazareth Elite (which became Nof Hagalil in June 2019). Jerusalem is not considered mixed because East Jerusalem, with a high percentage of Palestinians, is not officially part of Jerusalem. In addition, even though around 5% of Tel-Aviv’s population are PCI, because Jaffa is more than 25% PCI, Tel-Aviv is considered mixed. Maalot-Tarhisha is classified as mixed, but with a population of 21,500, there were very few existing apartment listings, so it is not included in the study.18 There are several ways in which names can be used to identify different groups in Israel within the non-PCI population. For instance, last names, which appear in many cases in the contact-sharing smartphone applications, can be used to identify Mizrahi and Ashkenazi Jews (see Sansani, Citation2018). Second, Jews who immigrated to Israel from the former Soviet Union (FSU) also have distinctive first names such as Sergey, Dimitry, Lena, and Marina. Third, Ethiopians in Israel can sometimes have distinctive names as well, such as Abbebe and Tesefa, but many Ethiopians will have traditional Israeli names. All of these groups are in the non-PCI group, with most of these being Mizrahi and Ashkenazi Jews. Ideally, we would be able to divide the non-PCI group into Mizrahi, Ashkenazi, FSU, and Ethiopian, but there are too many names that can be associated with more than one group for this additional delineation to be accurate.","PeriodicalId":47119,"journal":{"name":"International Journal of Housing Policy","volume":null,"pages":null},"PeriodicalIF":2.4000,"publicationDate":"2023-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Ethnic discrimination against landlords in the rental housing market\",\"authors\":\"Shahar Sansani\",\"doi\":\"10.1080/19491247.2023.2232204\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"AbstractIn this paper, we examine ethnic discrimination against landlords by analysing whether landlords who are Palestinian citizens of Israel (PCI) (minority) receive fewer inquiries than Jewish (non-minority) landlords for available apartments for rent. Two hundred and forty eight fictitious advertisements for apartments for rent were advertised, half with names signalling Jewish individuals and half with names signalling individuals who are PCI. Moreover, the amount of information regarding the apartments was varied, as half of the advertisements included pictures and a longer description of the apartments, decreasing the uncertainty regarding potential landlords. Finally, through contact-sharing smartphone applications, we examine the ethnicity of the individuals calling each type of advertisement. The main finding is that Jewish landlords receive 36 percent more inquiries overall than landlords who are PCI, from 29 percent more unique phone numbers than landlords who are PCI. This finding holds for both high-information and low-information listings. In addition, we find that the more left-leaning a city is politically, the smaller the difference in inquiries between the two types of landlords.KEYWORDS: : Discriminationethnicitylandlordscorrespondence studyhousing market AcknowledgementsI would like to thank seminar participants at the University of California, Merced, and the College of Management Academic Studies, Israel, for helpful suggestions.Disclosure statementNo potential conflict of interest was reported by the authors. The experiment performed in this study was approved by the Ethics Committee of the College of Management Academic Studies, Rishon Lezion, Israel (Reference # 98-2017).Notes1 The term Palestinian citizens of Israel (PCI) refers to the 20% of Israeli citizens who are Arab-Palestinian, and were granted Israeli citizenship when the state was established in 1948. This group is sometimes referred to as Arab-Israelis, Palestinians inside Israel, ‘48 Arabs, Palestinian Arabs, or Palestinian Israelis (Berger, Citation2019). While the term “Arab” has commonly been used in studies comparing PCI to Jews in Israel, the term Arab is broad, and refers to people living in many other countries. Moreover, a large part of the Jewish population in Israel immigrated from Arab countries like Iraq, Yemen, and Morocco, among others, but in Israel they are not referred to as “Arab”.2 Other contexts where customer discrimination has been found include: Baseball card trade shows (List, Citation2004), baseball cards sold on the internet (Ayres et al., Citation2015), and Ipods sold on the internet (Doleac & Stein, Citation2013).3 Discrimination of landlords against potential tenants has also been tested using audit studies. These studies match real-life applicants on all characteristics except the one being studied (e.g. one Black individual and one white individual), coach them to behave similarly, and send them to seek housing from randomly selected landlords or agencies. Overall, these studies have found discrimination against Blacks and Hispanics in the US and also against ethnic minorities in Europe (see Oh and Yinger, (Citation2015) for a review). An audit study is not something that is possible in this situation due to the cost of obtaining real apartments for rent.4 The correspondence method which is used in this study has a complicated ethical issue that accompanies it. Most importantly, subjects (potential tenants in this case) did not give their permission to be part of the study, because getting this permission would compromise the study. However, given the importance of uncovering discriminatory behavior that provides backing to anti-discrimination legislation, correspondence studies are popular. Maximum care was taken in this study to minimize the inconvenience, as well as protect the privacy of those individuals who inquired about the advertisements for rent that were posted.5 Three is the modal number of rooms in apartments for rent posted on the website used in the study. A three-room apartment in Israel almost always refers to a two-bedroom apartment. There are two cities in Israel, Bnei-Brak (pop. 189,000) and Beit Shemesh (pop. 110,000), that are not included in the sample because they house a very large Orthodox (Haredi) population, and therefore there are certain social norms that make it less likely to have residents and landlords who are PCI living there. In addition, we include Ramle, Lod, Akko, and Nazareth Elite (which became Nof Hagalil in June 2019) because they have a large PCI population within the city, and Karmiel and Afula because they are in the northern part of Israel which has a large PCI population.6 While computer applications like Google Maps can be used to view apartment buildings from the outside (Street View), some of the mappings can date as far back as 2011, so there could be changes (e.g. renovations) to one or both of the apartments posted which could make them more/less likely to receive inquiries for rent.7 The exchange rate at the time of the experiment varied from 3.39 to 3.78 NIS per US dollar and 4.07 to 4.42 NIS per euro.8 Pictures of the apartments were obtained from Google Images that are labeled as being free to use or share.9 Note that Mohammed and Ahmed signal Muslim PCI, which make up 84% of PCI . Christians and Druze each constitute about eight percent of PCI.10 Under the assumption that individuals usually set the range of prices for their apartment search to be in increments of 500 NIS, the lower price was never chosen to be a multiple of 500 NIS since in this case the higher price may not be in the same search. For example, if an individual searches for apartments whose maximum rent is 3000, and the two fictitious apartments have rents equal to 3000 and 3100, then the higher priced apartment would never appear in the individual’s search.11 An ad can be ‘jumped’ once every four hours, moving it to the top of the list of ads. In the experiment, each ad was ‘jumped’ once a day, at the same time when it was originally posted, morning or afternoon.12 Examining each of the rounds separately yields results that are qualitatively the same as the overall results reported in the main tables.13 While there are many of these types of applications, the two applications used in this study were Truecaller and Me, which are popular in Israel.14 We measure left-leaning voters as the sum of the percentage of voters who voted for the two left-leaning Jewish parties (Meretz and Mahane Tsioni) and parties representing PCI in the 2015 Israeli elections. The three major political parties representing PCI merged to form one party in the 2015 elections. As a robustness check, we also run the analysis with the percentage of left-leaning voters representing only the two left-leaning Jewish parties. The results of the two different measures are qualitatively similar.15 Bar, (Citation2018) finds that left-leaning political views are associated with less discrimination towards potential tenants who are PCI. Also in Israel, Sansani, (Citation2019) finds increased discrimination against Jewish potential tenants that are signaled as religious (versus Jewish potential tenants not signaled as religious) when the percentage of left-leaning voters in the city increases.16 It may be the case that two individuals representing the same family are inquiring regarding the same apartment listing from two different phone numbers. Because we have no way of detecting such cases, to the extent that this is the case, it overstates the number of unique inquiries. However, we have no reason to believe this would be the case more often with one category of landlord versus the other.17 Cities in Israel are considered ‘mixed’ by the Israeli Central Bureau of Statistics if PCI and Jews each constitute at least ten percent of the city’s population. The six cities identified as mixed in this study are Haifa, Tel-Aviv, Akko, Ramle, Lod, and Nazareth Elite (which became Nof Hagalil in June 2019). Jerusalem is not considered mixed because East Jerusalem, with a high percentage of Palestinians, is not officially part of Jerusalem. In addition, even though around 5% of Tel-Aviv’s population are PCI, because Jaffa is more than 25% PCI, Tel-Aviv is considered mixed. Maalot-Tarhisha is classified as mixed, but with a population of 21,500, there were very few existing apartment listings, so it is not included in the study.18 There are several ways in which names can be used to identify different groups in Israel within the non-PCI population. 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引用次数: 0

摘要

摘要在本文中,我们通过分析以色列巴勒斯坦公民(PCI)(少数民族)房东是否比犹太(非少数民族)房东收到更少的可出租公寓询问,来检验房东的种族歧视。他们发布了248个虚构的出租公寓广告,其中一半是犹太人的名字,另一半是PCI教徒的名字。此外,关于公寓的信息数量各不相同,因为一半的广告包括图片和更长的公寓描述,减少了潜在房东的不确定性。最后,通过联系人共享智能手机应用程序,我们检查了呼叫每种广告的个人的种族。主要的发现是,犹太房东收到的咨询比PCI房东多36%,独特的电话号码比PCI房东多29%。这一发现对高信息和低信息列表都适用。此外,我们发现政治上越左倾的城市,两类房东之间的问询差异越小。关键词:歧视种族房东函授研究住房市场致谢我要感谢加州大学默塞德分校和以色列管理学术研究学院的与会者提供的有益建议。披露声明作者未报告潜在的利益冲突。本研究中进行的实验经以色列Rishon Lezion管理学术研究学院伦理委员会批准(参考文献# 98-2017)。注1:以色列的巴勒斯坦公民(PCI)一词指的是20%的以色列公民是阿拉伯-巴勒斯坦人,他们在1948年建国时被授予以色列公民身份。这个群体有时被称为阿拉伯-以色列人、以色列境内的巴勒斯坦人、48个阿拉伯人、巴勒斯坦阿拉伯人或巴勒斯坦以色列人(Berger, Citation2019)。虽然“阿拉伯人”一词通常用于比较PCI和以色列犹太人的研究,但“阿拉伯人”一词是广泛的,指的是生活在许多其他国家的人。此外,以色列的犹太人中有很大一部分是从伊拉克、也门和摩洛哥等阿拉伯国家移民过来的,但在以色列,他们不被称为“阿拉伯人”发现客户歧视的其他情况包括:棒球卡交易展(List, Citation2004),在互联网上销售的棒球卡(Ayres等人,Citation2015),以及在互联网上销售的ipod (Doleac & Stein, Citation2013)通过审计研究,房东对潜在租户的歧视也得到了检验。这些研究将现实生活中的申请人在除被研究对象之外的所有特征上进行匹配(例如,一个黑人和一个白人),指导他们的行为相似,并让他们从随机选择的房东或中介那里寻找住房。总的来说,这些研究发现了对美国黑人和西班牙裔的歧视,以及对欧洲少数民族的歧视(参见Oh和Yinger, (Citation2015)的评论)。在这种情况下,审计研究是不可能的,因为要租到真正的公寓要花很多钱本研究中使用的对应方法伴随着一个复杂的伦理问题。最重要的是,实验对象(在本案例中是潜在的租户)没有允许他们参与研究,因为获得许可会损害研究。然而,鉴于揭露歧视行为为反歧视立法提供支持的重要性,函授研究很受欢迎。在这项研究中,我们采取了最大限度的措施来减少不便,并保护那些询问张贴的租房广告的人的隐私三是研究中使用的网站上公布的公寓出租房间数。在以色列,三室公寓几乎总是指两室公寓。以色列有两座城市,比内-布拉克。18.9万)和贝特谢梅什(pop。11万),由于他们居住着非常大的正统派(Haredi)人口,因此某些社会规范使得居住在那里的居民和房东不太可能是PCI。此外,我们还包括Ramle, Lod, Akko和拿撒勒精英(2019年6月成为Nof Hagalil),因为他们在城市内拥有大量PCI人口,以及Karmiel和Afula,因为他们位于以色列北部,拥有大量PCI人口虽然像谷歌地图这样的计算机应用程序可以用来从外面查看公寓大楼(街景),但有些映射可以追溯到2011年,所以可能会有变化(例如:街景)。 对其中一套或两套公寓进行翻新,这可能会增加/减少他们收到租房咨询的可能性实验时的汇率从3.39到3.78谢克尔兑换1美元和4.07到4.42谢克尔兑换1欧元8不等这些公寓的照片是从谷歌图片中获得的,这些图片被标记为免费使用或共享请注意,Mohammed和Ahmed标志着穆斯林PCI,占PCI的84%。基督徒和德鲁兹派各占cpi的8%左右。10假设个人通常为他们的公寓搜索设定的价格范围以500新谢克尔为增量,较低的价格从未被选择为500新谢克尔的倍数,因为在这种情况下,较高的价格可能不在同一搜索中。例如,如果某个人搜索最高租金为3000的公寓,而这两个虚构的公寓的租金分别为3000和3100,那么价格较高的公寓将永远不会出现在该个人的搜索中广告可以每四个小时“跳转”一次,将其移至广告列表的顶部。在实验中,每个广告每天在最初发布的同一时间(上午或下午)“跳转”一次单独检查每一轮所产生的结果在质量上与主表中报告的总体结果相同虽然有许多这类应用程序,但本研究中使用的两种应用程序是Truecaller和Me,这两种应用程序在以色列很受欢迎。14我们衡量左倾选民的百分比是在2015年以色列选举中投票给两个左倾犹太政党(Meretz和Mahane Tsioni)和代表PCI的政党的选民百分比的总和。在2015年的选举中,代表意大利共产党的三个主要政党合并为一个政党。作为稳健性检查,我们还对仅代表两个左倾犹太政党的左倾选民的百分比进行了分析。这两种不同测量方法的结果在质量上是相似的Bar, (Citation2018)发现,左倾的政治观点与对PCI潜在租户的歧视较少有关。同样在以色列,Sansani (Citation2019)发现,当城市中左倾选民的比例增加时,对具有宗教信仰的犹太潜在租户(相对于没有宗教信仰的犹太潜在租户)的歧视也会增加可能是同一个家庭的两个人用两个不同的电话号码查询同一套公寓的挂牌信息。因为我们没有办法检测到这种情况,在这种情况下,它夸大了唯一查询的数量。然而,我们没有理由相信这是一种房东相对于另一种房东更常见的情况以色列的城市被以色列中央统计局认为是“混合”的,如果PCI和犹太人各占城市人口的10%以上。在这项研究中被确定为混合的六个城市是海法、特拉维夫、阿科、拉姆勒、洛德和拿撒勒精英(2019年6月成为非哈加利)。耶路撒冷不被认为是混合的,因为拥有高比例巴勒斯坦人的东耶路撒冷并不是耶路撒冷的正式一部分。此外,尽管特拉维夫约有5%的人口是PCI,但由于雅法超过25%的PCI,特拉维夫被认为是混合的。Maalot-Tarhisha被归为混合区,但由于人口2.15万,现有的待售公寓很少,因此不包括在这项研究中有几种方法可以使用名称来识别以色列非pci人群中的不同群体。例如,姓氏在很多情况下出现在联系人共享智能手机应用程序中,可以用来识别米兹拉希犹太人和德系犹太人(见Sansani, Citation2018)。其次,从前苏联(FSU)移民到以色列的犹太人也有独特的名字,如谢尔盖(Sergey)、迪米特里(Dimitry)、莉娜(Lena)和玛丽娜(Marina)。第三,在以色列的埃塞俄比亚人有时也会有独特的名字,比如Abbebe和Tesefa,但许多埃塞俄比亚人会有传统的以色列名字。所有这些群体都属于非pci组,其中大多数是米兹拉希和德系犹太人。理想情况下,我们可以将非pci组分为Mizrahi, Ashkenazi, FSU和Ethiopian,但是由于有太多的名字可以与多个组相关联,因此这种额外的描述是准确的。
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Ethnic discrimination against landlords in the rental housing market
AbstractIn this paper, we examine ethnic discrimination against landlords by analysing whether landlords who are Palestinian citizens of Israel (PCI) (minority) receive fewer inquiries than Jewish (non-minority) landlords for available apartments for rent. Two hundred and forty eight fictitious advertisements for apartments for rent were advertised, half with names signalling Jewish individuals and half with names signalling individuals who are PCI. Moreover, the amount of information regarding the apartments was varied, as half of the advertisements included pictures and a longer description of the apartments, decreasing the uncertainty regarding potential landlords. Finally, through contact-sharing smartphone applications, we examine the ethnicity of the individuals calling each type of advertisement. The main finding is that Jewish landlords receive 36 percent more inquiries overall than landlords who are PCI, from 29 percent more unique phone numbers than landlords who are PCI. This finding holds for both high-information and low-information listings. In addition, we find that the more left-leaning a city is politically, the smaller the difference in inquiries between the two types of landlords.KEYWORDS: : Discriminationethnicitylandlordscorrespondence studyhousing market AcknowledgementsI would like to thank seminar participants at the University of California, Merced, and the College of Management Academic Studies, Israel, for helpful suggestions.Disclosure statementNo potential conflict of interest was reported by the authors. The experiment performed in this study was approved by the Ethics Committee of the College of Management Academic Studies, Rishon Lezion, Israel (Reference # 98-2017).Notes1 The term Palestinian citizens of Israel (PCI) refers to the 20% of Israeli citizens who are Arab-Palestinian, and were granted Israeli citizenship when the state was established in 1948. This group is sometimes referred to as Arab-Israelis, Palestinians inside Israel, ‘48 Arabs, Palestinian Arabs, or Palestinian Israelis (Berger, Citation2019). While the term “Arab” has commonly been used in studies comparing PCI to Jews in Israel, the term Arab is broad, and refers to people living in many other countries. Moreover, a large part of the Jewish population in Israel immigrated from Arab countries like Iraq, Yemen, and Morocco, among others, but in Israel they are not referred to as “Arab”.2 Other contexts where customer discrimination has been found include: Baseball card trade shows (List, Citation2004), baseball cards sold on the internet (Ayres et al., Citation2015), and Ipods sold on the internet (Doleac & Stein, Citation2013).3 Discrimination of landlords against potential tenants has also been tested using audit studies. These studies match real-life applicants on all characteristics except the one being studied (e.g. one Black individual and one white individual), coach them to behave similarly, and send them to seek housing from randomly selected landlords or agencies. Overall, these studies have found discrimination against Blacks and Hispanics in the US and also against ethnic minorities in Europe (see Oh and Yinger, (Citation2015) for a review). An audit study is not something that is possible in this situation due to the cost of obtaining real apartments for rent.4 The correspondence method which is used in this study has a complicated ethical issue that accompanies it. Most importantly, subjects (potential tenants in this case) did not give their permission to be part of the study, because getting this permission would compromise the study. However, given the importance of uncovering discriminatory behavior that provides backing to anti-discrimination legislation, correspondence studies are popular. Maximum care was taken in this study to minimize the inconvenience, as well as protect the privacy of those individuals who inquired about the advertisements for rent that were posted.5 Three is the modal number of rooms in apartments for rent posted on the website used in the study. A three-room apartment in Israel almost always refers to a two-bedroom apartment. There are two cities in Israel, Bnei-Brak (pop. 189,000) and Beit Shemesh (pop. 110,000), that are not included in the sample because they house a very large Orthodox (Haredi) population, and therefore there are certain social norms that make it less likely to have residents and landlords who are PCI living there. In addition, we include Ramle, Lod, Akko, and Nazareth Elite (which became Nof Hagalil in June 2019) because they have a large PCI population within the city, and Karmiel and Afula because they are in the northern part of Israel which has a large PCI population.6 While computer applications like Google Maps can be used to view apartment buildings from the outside (Street View), some of the mappings can date as far back as 2011, so there could be changes (e.g. renovations) to one or both of the apartments posted which could make them more/less likely to receive inquiries for rent.7 The exchange rate at the time of the experiment varied from 3.39 to 3.78 NIS per US dollar and 4.07 to 4.42 NIS per euro.8 Pictures of the apartments were obtained from Google Images that are labeled as being free to use or share.9 Note that Mohammed and Ahmed signal Muslim PCI, which make up 84% of PCI . Christians and Druze each constitute about eight percent of PCI.10 Under the assumption that individuals usually set the range of prices for their apartment search to be in increments of 500 NIS, the lower price was never chosen to be a multiple of 500 NIS since in this case the higher price may not be in the same search. For example, if an individual searches for apartments whose maximum rent is 3000, and the two fictitious apartments have rents equal to 3000 and 3100, then the higher priced apartment would never appear in the individual’s search.11 An ad can be ‘jumped’ once every four hours, moving it to the top of the list of ads. In the experiment, each ad was ‘jumped’ once a day, at the same time when it was originally posted, morning or afternoon.12 Examining each of the rounds separately yields results that are qualitatively the same as the overall results reported in the main tables.13 While there are many of these types of applications, the two applications used in this study were Truecaller and Me, which are popular in Israel.14 We measure left-leaning voters as the sum of the percentage of voters who voted for the two left-leaning Jewish parties (Meretz and Mahane Tsioni) and parties representing PCI in the 2015 Israeli elections. The three major political parties representing PCI merged to form one party in the 2015 elections. As a robustness check, we also run the analysis with the percentage of left-leaning voters representing only the two left-leaning Jewish parties. The results of the two different measures are qualitatively similar.15 Bar, (Citation2018) finds that left-leaning political views are associated with less discrimination towards potential tenants who are PCI. Also in Israel, Sansani, (Citation2019) finds increased discrimination against Jewish potential tenants that are signaled as religious (versus Jewish potential tenants not signaled as religious) when the percentage of left-leaning voters in the city increases.16 It may be the case that two individuals representing the same family are inquiring regarding the same apartment listing from two different phone numbers. Because we have no way of detecting such cases, to the extent that this is the case, it overstates the number of unique inquiries. However, we have no reason to believe this would be the case more often with one category of landlord versus the other.17 Cities in Israel are considered ‘mixed’ by the Israeli Central Bureau of Statistics if PCI and Jews each constitute at least ten percent of the city’s population. The six cities identified as mixed in this study are Haifa, Tel-Aviv, Akko, Ramle, Lod, and Nazareth Elite (which became Nof Hagalil in June 2019). Jerusalem is not considered mixed because East Jerusalem, with a high percentage of Palestinians, is not officially part of Jerusalem. In addition, even though around 5% of Tel-Aviv’s population are PCI, because Jaffa is more than 25% PCI, Tel-Aviv is considered mixed. Maalot-Tarhisha is classified as mixed, but with a population of 21,500, there were very few existing apartment listings, so it is not included in the study.18 There are several ways in which names can be used to identify different groups in Israel within the non-PCI population. For instance, last names, which appear in many cases in the contact-sharing smartphone applications, can be used to identify Mizrahi and Ashkenazi Jews (see Sansani, Citation2018). Second, Jews who immigrated to Israel from the former Soviet Union (FSU) also have distinctive first names such as Sergey, Dimitry, Lena, and Marina. Third, Ethiopians in Israel can sometimes have distinctive names as well, such as Abbebe and Tesefa, but many Ethiopians will have traditional Israeli names. All of these groups are in the non-PCI group, with most of these being Mizrahi and Ashkenazi Jews. Ideally, we would be able to divide the non-PCI group into Mizrahi, Ashkenazi, FSU, and Ethiopian, but there are too many names that can be associated with more than one group for this additional delineation to be accurate.
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来源期刊
CiteScore
5.80
自引率
14.30%
发文量
42
期刊介绍: The International Journal of Housing Policy aims to be the leading forum for the critical analysis of housing policy, systems and practice from a social science perspective. It is published quartely. We welcome articles based on policy-relevant research and analysis focused on all parts of the world. We especially encourage papers that contribute to comparative housing analysis, but articles on national or sub-national housing systems are also welcome if they contain data, arguments or policy implications that are relevant to an international audience.
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