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Money will come from abroad : formation of remittance expectations and its implications for perpetuation of family migration.

机译:钱将来自国外:汇款预期的形成及其对家庭移民永续的影响。

摘要

In any act of household migration, there are movers (the migrant) and stayers (those leftudbehind), and both of these two groups have expectations. The movers expect to make someudbenefits at the destination while the stayers expect the migrant to send or do something atudhome of origin. Some work, though limited, has been done to improve our understanding ofudhow potential migrants form their expectations of what they can get from the destinationudcountry in studies involving determinants of individual migration. But for those left behindudvery little is known about how they form their expectations of what they can get from theudmigrant. The few studies that have been done on this have only used observed flow ofudremittances to estimate what people left behind expect from migration. Hence these studiesudequate observed flow of remittances to expected flows. And by this equation, these studiesudalso assume perfect information flow between migrants and relations left behind as well asudperfect knowledge to help those left behind to form realistic expectations: expectations thatudreflects exactly what can be sent to them. Obviously these assumptions are not tenable.udThese untenable assumptions also leave a hole in our ability to explain why a household willudchoose to either continue supporting members for migration or not. This is because we cannotudtell from observed data alone whether or not the desire to continue to support migration of audhousehold or a family member is as a result of well-informed subjective expectations or not.udThe crust of the problem here is therefore that by relying on observed data alone we fail toudaccount for the important role subjective expectations or beliefs of those left behind play inuddecisions for further migration movements, especially within the family.udTo be able to unravel this problem we need elicitation of subjective expectations ofudremittance flows from those left behind. Using data from a specially designed survey in twouddistricts in Ghana, I construct time-adjusted subjective remittance expectations of migrantudfamilies at home of origin and analyse the factors that determine the formation of theseudexpectations and how formation of these expectations can help us explain perpetuation ofudmigration within a household. The key analytical models employed in these investigations areudsummarised belowudIn order to understand the exogenous determinants of remittance expectations of migrantudhouseholds, I first of all estimate factors that influence performance of migrant at home ofudorigin and general flow of information between the migrants and the household members leftudbehind. In order to see the effect of remittances on formation of subjective expectations,udremittance flow was measured in terms of migrant performance by adjusting the flows to theudtime period during which the migrant could do what he or she has done. The items wereudlimited to the popular ones people receive: money for living expenses, establishment of audhouse and business investment. The theoretical explanation for this adjustment is that if theudobserved trend in remittance flow has any effect on expectations it would be throughudindividual household’s evaluation of what migrants have achieved within a certain number ofudyears. In other words, all things being equal, families whose migrants took much longerudperiod to achieve certain things would have lower levels of expectations than a comparableudfamily whose migrant took relatively shorter period. This is because taking a long time toudachieve something at home of origin would breed some kind of skepticism and uncertaintyudamong those left behind as to what they can get from migration. And this skepticism can leadudto low levels of expectations. This is also in line with the reference people left behind oftenudmake when talking about achievements of migrants at home of origin as they always point toudwhat XYZ has done. Ordinary least squared regression is then used to estimate factorsuddetermining level of migrant performance at home of origin after the transformation of theuddependent variable: migrant performance. Heckman selection model is also applied to controludfor possible effect of bias since some households have migrants who have done nothing atudhome. Kinship ties are the major factors under this investigation.udTo determine the main factors influencing information flow, ordinary least squared estimatesudare used while a generalised ordered logit model, with maximum likelihood method, is usedudto estimate the factors influencing the likelihood of a household getting higher categories ofudprivate/dedicated information from the migrant. Major factors for this investigation areudkinship ties and performance of migrant at home of origin. Since information flow andudremittance flows are suspected to have endogenous relationship, instrumental variables (IV)udtechnique is employed to estimated impact of remittance flow on both private and publicudinformation flows. This is important for us to understand how information flow act asudexogenous determinant of subjective remittance expectations, and resultant effect onudperpetuation of migration.udOnce current information flow and performance of migrants have been examined and effectsudof their exogenous factors estimated, the next stage of the analysis is the examination ofudeffects of these past performance and information flow on household subjective remittanceudexpectations while controlling for other major exogenous factors such as kinship ties, level ofudeducation and household wealth. Ordinary least square regression technique is used toudestimate major determinants of these levels of expectations. However, to control for possibleudbias resulting from the fact that a select group of households may not expect anything,udHeckman selection model is applied.udThe final analysis is the estimation of impact household subjective remittance expectations onudmigration-support intentions. Due to the problem of endogenous relationship betweenudexpectations and migration decisions, ordinary maximum likelihood estimates would not beudvery effective in identifying the real impact expectations have on migration decisions. HenceudI use maximum likelihood with endogenous repressors to estimate or identify the influence ofudexpectation on potential migration decisions, applying the probit model with selection modelud(heckprob) technique. Ordered probit analysis is also used to investigate what determinesudhousehold’s desire to support more than one person for migration. The results areudsummarised below.udSummary of FindingsudEconomics and sociology literature makes us aware that in order to understand formation ofudexpectations of any kind we first have to investigate two important factors: past events andudcurrent information flow, because these are the two factors that hugely influenceudexpectations. Hence, for us to understand remittance expectations, we first have to understandudtwo issues: observed past flows of remittances and current flow of information between theudmigrant and relations left behind at home of origin.udIf remittance flows should influence household or family’s (including the extended familyudmembers) subjective expectations and the support to move abroad, it should largely do so inudterms of what has been observed in the past. In Chapter Six, I investigated the influence ofudkinship ties on receipts of remittances. As expected, closer migrant relations such as spouseudand head of family stand a much better chance of having better performance from migrantudthan distant kinship ties such as friendship. However when it comes to performance inudindividual items such as house or business investment, a household cannot rely only onudkinship ties with migrant. It should also have some wealth. Specifically, among the kinshipudties only spousal relationship was found to have positive effect on migrant performance inudareas such as housing and business investment. Thus the influence of kinship ties on observedudflow of remittances is mostly limited to money for living expenses, unless the family leftudbehind is wealthy enough to enable allocation of what is sent into other things such asudinvestment in housing and business.udWith kinship ties being very influential in the determination of past performance of migrantsudone would expect that these ties would also influence information flow if the assumption ofudremittance and information flow being together holds. It has always been assumed byudcumulative causation theories of migration that together with the flow of remittances fromudmigrant to relations back at home is the flow of information that connects migrant, potentialudmigrants and those left behind (Massey et al, 1993). If this is the case then relationshipudshould be a key factor in determining information flow from the migrants, because these tiesudinfluence flow of remittances. Results from the 2SLS model show that remittance flow hasudimpact only at the lower levels of private information flow, reinforcing the point thatudinformation that comes with remittance flow may just be social issues such as size of family,udmarital status, and not economic ones. In spite of their strong effect on remittance flow orudmigrant performance, all the types of kinship ties generally have negative effects on privateudinformation flow. Thus kinship ties are not enough for those left behind to get more privateudinformation from the migrant relations residing abroad.udIt should not be surprising that remittance flows do not lead to higher levels of informationudflow from the migrants to those left behind. This is because remittances are mostly made upudof monetary transfers for living expenses which may not carry much information with it as, inudmost cases, migrants do not require monitoring. And with electronic transfers of these days,udit becomes more implausible to assume that remittance flows, which are mostly limited toudmonetary transfers, would generate private information as the interpersonal exchanges inudthese transfers become more and more reduced. But since the lower levels of privateudinformation flows only contain pieces of information such as marital status, household sizeudand education levels, it follows that remittance flow may not be the best channel throughudwhich relations get important information about the socioeconomic conditions of the migrant.udPerhaps this assumption was more plausible about 30 years ago when migrants mostly reliedudon methods such as using other migrants going home. Families left behind have to rely onudtheir wealth or good level of education to be able to source information from the migrants.udOn the other hand, remittance flow or migrant performance has highly significant andudpositive influence on public information flow, suggesting that what migrants do at homeudinfluence some perceived knowledge of the migrants’ socioeconomic conditions. It is alsoudinteresting to note that factors such as average household education and wealth that haveudsignificant positive effect on private information flow have negative effect on publicudinformation flow. One can therefore deduce that the more families are able to accessudinformation from the migrants themselves, the less they rely on migration information fromudnonmigrant sources or the general public in the community of origin. Unfortunatelyudremittance flow is unable to help those left behind to get more information from the migrant.udHence most of them will have to rely on public information.udWith the flow of crucial information such as economic conditions of migrants lacking orudbeing inadequate, it can be concluded that there would be some level of uncertainty aboutudconditions. And this level of uncertainty may lead to some guess-work or reliance onudinformation from other sources in the formation of remittance expectations. That is, wouldudtheir inability to access crucial information on economic conditions of the migrants “push”udthem to rely on information reaching them from other sources in the formation ofudexpectations? Also if the wealthy and the more educated families are more likely to knowudmore about the migrants, and if knowing more about the migrant is most likely to temperudhigh expectations with realism as hypothesized in this study, would it be fair to conclude thatudwealthier and more educated families may have ambivalent, if not negative expectationudlevels?udResults from Chapter Seven show that families would use their experience of what migrantsudhave done at home of origin as a starting point in the formation of their remittanceudexpectations in terms of whether or not they should expect something. But once theirudexpectation status is assured, families are much more influenced by other factors than migrantudperformance in the formation of their subjective remittance expectation levels. In other wordsudat lower levels of information, remittance expectations seem to be more adaptive to pastudtrends of observed remittance flows. Kinship ties become very significant in this respect inudspite of its insignificant influence on information flow. This raises a question of whether orudnot the effect of kinship ties on formation of remittance expectations is informed byudinformation from the migrants. All the results point to the contrary. The effects of kinship tiesudon subjective remittance expectations are informed more by past experience of remittanceudreceipts than current dedicated/ private flow of information between the families and theudmigrants. When kinship ties are interacted with private information their effects onudremittance expectations are, however, significantly reduced, indicating that when people takeudprivate or dedicated information into consideration their high expectations are very muchudchecked.udWhat are the implications of subjective remittance expectations form under low levels ofuddedicated information flow for migration decisions? Chapter Eight sought to provide theudanswer to this question. The results confirmed the hypothesis that subjective remittanceudexpectations formed under inadequate flow of dedicated information would lead to increasinguddesire to support more migration from the family and the opposite should also true. That isudunder inadequate information flow, subjective remittance expectations have highly positiveudeffect on desire to perpetuate migration more than the demonstrative effect of migrantudperformance, emphasizing the importance of expectations in perpetuation of migration.udHowever, the strong effect of expectations and kinship ties on desire to support migrationudcould be reduced if high levels of dedicated information are taken into consideration. Furtherudinvestigation into why some families with remittance expectations would still not want toudsupport members to migrate revealed that, in addition to private or dedicated informationudflow, average household education level is a major factor that discourages families withudremittance expectations from further supporting members to migrate. This is in sharp contrastudwith the generally accepted view that education selects families and individuals intoudmigration, especially international migration. This is true in the general population. Whenudonly migrant families are sampled, as in this study, the effects of education on migration areudtempered with information flow. Education allows the family to access more and more ofudprivate/dedicated information which has negative effect on remittance expectations. It isudtherefore not surprising that education may discourage families with expectations to continueudsupporting migration. But since most people do not get the private information or do not evenudconsider it as, expectations which are hugely informed by past performance, publicudinformation and mere kinship ties would continue to drive perpetuation of migration, at least,udat the household level.
机译:在任何家庭移民行为中,都有搬家者(移民)和滞留者(留下的落后者),这两个群体都有期望。搬家者期望在目的地有一些利益,而住宿者期望移民在原籍家庭中发送或做某事。尽管工作有限,但已经进行了一些工作,以增进我们对涉及潜在移民的研究对潜在移民如何形成对从目的地国家获得的期望的期望的理解。但是对于那些被遗忘的人来说,关于他们如何形成对从移民中获得的期望的了解却很少。对此所做的少量研究仅使用观察到的汇款流量来估算人们对移民的期望。因此,这些研究不足以观察到的汇款流量与预期流量之比。通过这种等式,这些研究也假定移民和留守的关系之间存在着完美的信息交流,并且掌握了完善的知识来帮助留守的人形成现实的期望:这种期望准确地反映了可以寄给他们的东西。显然,这些假设是站不住脚的。 ud这些不成立的假设也使我们无法解释家庭为什么会继续选择继续为移民提供支持的能力。这是因为我们无法单独从观察到的数据中得出结论,是否继续出于知情的主观期望而继续支持家庭或家庭成员迁移的愿望。因此,仅依靠观察到的数据,我们就无法说明遗留者的主观期望或信念的重要作用对于进一步移民运动(尤其是在家庭内部)的不确定决定中。 ud要想解决这个问题,我们需要启发对汇款的主观期望来自剩下的那些。我使用来自加纳两个地区的特别设计的调查数据,构建了时间调整后的原籍国移民/家庭的主观汇款期望值,并分析了决定这些 deppectations形成的因素以及这些期望的形成如何对您有所帮助我们向您解释家庭中移民的永久化。这些调查中采用的主要分析模型总结如下 ud为了理解移民住户的汇款期望的外在决定因素,我首先估算影响移民在家 udorigin的表现以及之间的总体信息流动的因素。移民和家庭成员落伍了。为了查看汇款对主观期望形成的影响,通过将汇款流量调整到移民可以做自己所做的工作的正常时间段,以移民表现来衡量汇款流量。这些物品仅限于人们收到的受欢迎物品:生活费,建立房屋和商业投资的钱。这项调整的理论解释是,如果汇款流量的“假观察”趋势对期望有任何影响,那将是通过“单户家庭”评估移民在一定年限内所取得的成就。换句话说,在所有条件相同的情况下,移民花费更长的时间来完成某些事情的家庭,其期望水平要比移民花费的时间相对较短的可比较的家庭低。这是因为花很长时间 u003e u200b u003b u003b u003b u003b u003b u003b这种怀疑可能导致低期望值。这也与在谈论移民在原籍国的成就时经常被遗忘的参考人一致,因为他们总是指出XYZ做过什么。然后,使用普通的最小二乘回归来估计因变量(ud变量)的转换后的因素,从而确定原籍国的移民绩效水平。 Heckman选择模型也适用于控制偏见的可能效果,因为某些家庭的移民没有在偏僻的地方做任何事情。亲属关系是本研究的主要因素。 ud为了确定影响信息流的主要因素,使用了普通的最小二乘估计值 uda,同时使用了采用最大似然法的广义有序logit模型 ud来估计了影响信息流可能性的因素。从移民那里获得更多私有/专用信息的家庭。此项调查的主要因素是亲属关系和移民在原籍国的表现。由于怀疑信息流和汇款流具有内生关系,使用工具变量(IV) udtechnique来估算汇款流量对私人和公共 udinformation流量的影响。这对于我们了解信息流如何充当主观汇款期望的异质决定因素以及对移民的过剩化的影响非常重要。一旦调查了当前的信息流和移民的表现并估算了其外生因素的影响,分析的下一阶段是检查这些过去的表现和信息流对家庭主观汇款的影响后顾之忧,同时控制其他主要的外在因素,例如亲属关系,教育水平和家庭财富。普通最小二乘回归技术用于估算这些期望水平的主要决定因素。但是,为了控制因选择的一组家庭可能什么都不期望而导致的可能的 udbias,应用了 udHeckman选择模型。 ud最终的分析是估算家庭主观汇款期望对 udmigration-support意图的影响。由于期望与迁移决策之间存在内源性关系,普通的最大似然估计将无法有效地识别预期的期望对迁移决策的影响。因此, udI通过选择模型 ud(heckprob)技术应用概率模型,将最大似然性与内源性阻遏物一起使用,以估计或识别预期对潜在迁移决策的影响。有序概率分析还用于调查决定家庭住户支持多个人迁移的意愿的因素。结果摘要如下。ud结果摘要ud经济和社会学文献使我们意识到,为了理解任何形式的期望,我们首先必须研究两个重要因素:过去的事件和当前的信息流,因为这些是两个影响后悔的因素。因此,为了使我们理解汇款期望,我们首先必须了解以下两个问题:观察过去的汇款流量以及移民与原籍家庭之间留下的关系之间的当前信息流。 ud如果汇款流量应该影响家庭或家庭的(包括大家庭成员)的主观期望和对移居国外的支持,这在很大程度上应取决于过去的观察结果。在第六章中,我研究了亲属关系对汇款收据的影响。不出所料,比起亲密的亲戚关系,移居者之间的亲密关系,例如配偶,家庭主等,更有可能表现出更好的表现。但是,当涉及个人项目(例如房屋或商业投资)的绩效时,家庭不能仅依靠与移民的亲属关系。它也应该有一些财富。具体而言,在亲属女士中,只有配偶关系对住房和商业投资等移民表现有积极影响。因此,亲属关系对观察到的汇款汇款的影响主要限于生活费资金,除非被遗弃的家庭足够富裕,可以将所分配的资金分配给诸如住房和商业投资等其他事物。 ud亲属关系对于决定移民的过去表现非常重要 udone希望,如果 udremitmit和信息流在一起的假设同时成立,这些联系也会影响信息流。累积的因果关系理论一直认为,连同从移民向家乡的汇款流,是将移民,潜在的移民与留守者联系在一起的信息流(Massey等,1993)。 。如果是这种情况,那么关系应该是确定来自移民的信息流的关键因素,因为这些联系影响汇款流。 2SLS模型的结果表明,汇款流仅在较低级别的私人信息流上产生影响,这进一步说明了汇款流附带的 udinformation可能只是诸如家庭规模,婚姻状况等社会问题,而并非经济的。尽管它们对汇款流量或移民性能有很大影响,所有类型的亲属关系通常都会对私人语音信息流产生负面影响。因此,亲属关系不足以使那些被留守的人从居住在国外的移民关系中获得更多的私人信息。 ud毫不奇怪的是,汇款流动不会导致从移民到被留守的人更高水平的信息乌拉圭回教。这是因为汇款主要由生活费用的货币转账构成,可能不会携带太多信息,因为在大多数情况下,移民不需要监控。并且,随着这些天的电子转帐,假设汇款流量(主要限于 udmnet汇款)会随着 u 这些转账中的人际往来越来越少而产生私人信息变得更加令人难以置信。但是由于较低水平的私人信息流只包含诸如婚姻状况,家庭规模教育水平等信息,因此可以得出结论,汇款流可能不是最佳渠道,通过这种关系,有关人可以获得有关该国社会经济状况的重要信息。 ud大约30年前,当移民主要依靠 udon方法(例如使用其他移民回家)时,这种假设似乎更合理。留守的家庭必须依靠自己的财富或良好的教育水平才能从移民中获取信息。 ud另一方面,汇款流量或移民表现对公共信息流具有非常重要的影响。移民在家中所做的事情影响了人们对移民社会经济状况的一些认识。有趣的是,注意到诸如家庭平均教育程度和财富之类的因素对私人信息流的影响不显着,而对公共信息流的影响则消极。因此,可以推断出,越有能力从移民本人那里获得家庭信息,他们对来自非移民来源或原籍社区的公众的移民信息的依赖就越少。不幸的是,汇款流动无法帮助留守的人从移民那里获取更多信息。因此,他们中的大多数人将不得不依靠公共信息。 ud由于关键信息的流动,例如移民的经济状况缺乏或不足,可以得出结论:无条件状态存在一定程度的不确定性。而且这种不确定性可能会导致一些猜测工作或依赖其他来源的 u​​dinformation形成汇款期望。就是说,他们是否无法获取有关移民经济状况的关键信息,从而“依靠”其他人的信息来“推挤”他们?同样,如果富裕和受过良好教育的家庭更可能了解移民,或者如果更多地了解移民,最有可能像本研究中假设的那样,对现实主义有更高的期望,那么可以得出这样的结论: udwealth和受过良好教育的家庭可能会有矛盾的情绪,即使不是负期望 udlevel?在他们是否应该期待某些东西方面的​​后顾之忧。但是,一旦确定了自己的 u003cWBR u003cWBR u u003e状态,家庭在形成他们的主观汇款期望水平时,受移民因素以外的其他因素的影响要大得多。换句话说,尽管信息水平较低,但汇款预期似乎更适应所观察到的汇款流量的过去趋势。尽管亲缘关系对信息流的影响微乎其微,但它在这方面却变得非常重要。这就提出了一个问题,即亲属关系对汇款期望形成的影响是否由移民提供的 u u003d信息来告知。所有结果都相反。亲属关系乌冬面主观汇款期望的影响更多地是由过去的汇款欠款经验决定的,而不是目前家庭与移民之间的专用/私人信息流动。当亲戚关系与私人信息互动时,它们对汇款期望的影响会大大降低,表明当人们考虑私人或专用信息时,他们的期望很高。 ud。在低水平 dudded信息流下,主观汇款期望形式对迁移决策有何影响?第八章试图提供这个问题的答案。结果证实了这样的假说,即在专用信息流动不充分的情况下形成的主观汇款/欠款会导致对支持更多家庭移民的渴望增加,反之亦然。也就是说,在信息流不足的情况下,主观汇款期望对使移民永续的愿望产生的积极影响大于对移民永无止境的示范效应的影响,强调了期望在使移民永续的重要性。如果考虑到大量的专用信息,则可以减少与支持迁移的亲戚关系。关于为什么某些有汇款期望的家庭仍不希望 udsupport成员迁移的进一步 ud调查显示,除了私人或专用信息 udflow之外,平均家庭教育水平是一个主要因素,这会阻止有汇款期望的家庭进一步支持成员迁移。这与普遍接受的观点相反,即教育选择家庭和个人参加移民,特别是国际移民。在一般人群中是这样。当像本研究一样对唯一的移民家庭进行抽样时,教育对移民的影响会随着信息流而受到削弱。教育使家庭可以获取越来越多的私有/专用信息,这对汇款期望产生了负面影响。因此,教育可能会阻止期望继续支持移民的家庭灰心。但是,由于大多数人没有获得私人信息,甚至根本没有考虑到私人信息,因此,过去的表现,公共信息/纯属血统和亲戚关系极大地影响了人们的期望,至少将继续使移民永续。水平。

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    Antobam Samuel Kojo;

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