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Capturing Flexible Price Elasticities in Direct Utility Models 在直接效用模型中捕捉灵活的价格弹性
Pub Date : 2020-02-06 DOI: 10.2139/ssrn.3539001
Chul Kim, Adam N. Smith, Jaehwan Kim, Greg M. Allenby
This paper investigates the role of the outside good utility function on admissible substitution patterns in direct utility models of discrete/continuous demand. We first present a set of novel results that characterize the functional form of price effects within this class of models. The results highlight the relative inflexibility of many standard outside good utility functions. We then propose a new outside good utility function that admits more flexible marginal utility curves. Our empirical analysis uses household scanner panel data from the potato chip category, where we find empirical support for non-standard rates of satiation for the outside good. We then show how the restrictive substitution patterns induced by standard utility specifications may distort price elasticities and optimal pricing decisions.
本文研究了离散/连续需求直接效用模型中外部良好效用函数对可容许替代模式的作用。我们首先提出了一组新颖的结果,这些结果表征了这类模型中价格效应的功能形式。结果突出表明,在良好的效用函数之外,许多标准相对缺乏灵活性。然后,我们提出了一个新的外部良好效用函数,它允许更灵活的边际效用曲线。我们的实证分析使用来自薯片类别的家庭扫描仪面板数据,在那里我们发现外部商品的非标准饱足率的实证支持。然后,我们展示了由标准效用规范引起的限制性替代模式如何扭曲价格弹性和最优定价决策。
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引用次数: 0
Targeted Advertising and Consumer Inference 目标广告与消费者推断
Pub Date : 2019-10-11 DOI: 10.2139/ssrn.3688258
Jiwoong Shin, Jungju Yu
This paper investigates how consumers might form inferences from the mere fact that they observe a targeted ad and how firms facing these consumer must choose targeting strategy optimally under competition.
本文研究了消费者如何从他们观察目标广告的事实中形成推论,以及面对这些消费者的企业如何在竞争中选择最优的目标策略。
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引用次数: 29
Price Discrimination in International Airline Markets 国际航空市场的价格歧视
Pub Date : 2018-11-26 DOI: 10.2139/ssrn.3288276
Gaurab Aryal, C. Murry, Jonathan W. Williams
We develop a model of inter-temporal and intra-temporal price discrimination by monopoly airlines to study the ability of different discriminatory pricing mechanisms to increase efficiency and the associated distributional implications. To estimate the model, we use unique data from international airline markets with flight-level variation in prices across time, cabins, and markets and information on passengers’ reasons for travel and time of purchase. The current pricing practice yields approximately 77% of the first-best welfare. The source of this inefficiency arises primarily from private information about passenger valuations, not dynamic uncertainty about demand. We also find that if airlines could discriminate between business and leisure passengers, total welfare would improve at the expense of business passenger surplus. Also, replacing the current pricing that involves screening passengers across cabin classes with offering a single cabin class has minimal effect on total welfare.
我们建立了垄断航空公司的跨期和跨期价格歧视模型,以研究不同的歧视性定价机制提高效率的能力和相关的分配影响。为了估计该模型,我们使用了来自国际航空公司市场的独特数据,这些数据包括航班级别在不同时间、客舱和市场上的价格变化,以及乘客旅行原因和购买时间的信息。目前的定价实践产生了大约77%的最佳福利。这种低效率的根源主要来自乘客估值的私人信息,而不是需求的动态不确定性。我们还发现,如果航空公司能够区分商务乘客和休闲乘客,总福利将以商务乘客剩余为代价而提高。此外,用提供单一舱位来取代目前对乘客进行跨舱位筛选的定价,对总体福利的影响最小。
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引用次数: 11
Online MAP Enforcement: Evidence From a Quasi-Experiment 在线地图执行:来自准实验的证据
Pub Date : 2018-01-22 DOI: 10.1287/mksc.2018.1092
A. Israeli
This paper investigates a manufacturer’s ability to influence compliance rates among its authorized online retailers by exploiting changes in the minimum advertised price (MAP) policy and in dealer agreements. MAP is a pricing policy widely used by manufacturers to influence prices set by their downstream partners. A MAP policy imposes a lower bound on advertised prices, subjecting violating retailers to punishments such as termination of distribution agreements. Despite this threat, violations are common. I uncover two key elements to improve compliance: customization to the online environment and credible monitoring and punishments. I analyze the pricing, enforcement, and channel management policies of a manufacturer over several years. During this period, new channel policies take effect, providing a quasi-experiment. The new policies lead to substantially fewer violations. With improved compliance, channel prices increase by 2% without loss in volume. The reduction in violations is particularly stark ...
本文研究了制造商利用最低广告价格(MAP)政策和经销商协议的变化来影响其授权在线零售商的合规率的能力。MAP是制造商广泛使用的一种定价政策,以影响其下游合作伙伴制定的价格。MAP政策规定了广告价格的下限,违反规定的零售商将受到终止分销协议等惩罚。尽管存在这种威胁,但违规行为仍很常见。我发现了提高合规性的两个关键因素:对在线环境的定制以及可信的监控和惩罚。我分析了一家制造商多年来的定价、执行和渠道管理政策。在此期间,新的渠道政策生效,提供了一个准实验。新政策大大减少了违规行为。随着合规性的提高,渠道价格上涨了2%,但没有损失交易量。违法行为的减少尤其明显。
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引用次数: 5
Effect of Consumer Awareness on Corporate Social Responsibility under Asymmetric Information 信息不对称下消费者意识对企业社会责任的影响
Pub Date : 2017-09-19 DOI: 10.2139/ssrn.3039862
Xiaomeng Guo, Guang Xiao, Fuqiang Zhang
This paper studies the interaction between a firm and consumers under the consideration of corporate social responsibility. The firm can be either socially responsible or socially irresponsible; however, the consumers cannot observe the firm’s exact type, which is private information. The firm can try to signal its type through pricing and other information sharing mechanisms (e.g., issue sustainability reports and obtain third-party certifications). We find that due to the existence of asymmetric information, increasing consumer awareness of corporate social responsibility does not necessarily help promote responsible corporate behaviors. Specifically, when a larger fraction of consumers become socially concerned or when the consumers have stronger willingness to reward (punish) the responsible (irresponsible) firm, the responsible firm could be worse off whereas the irresponsible firm could be better off. This is because the seemingly attractive trend in consumer behavior will affect the responsible firm’s signaling cost as well as its equilibrium strategy (separating vs. pooling). In addition, we find that improving the signaling accuracy will always benefit the responsible firm but may or may not hurt the irresponsible firm. Our results suggest that addressing the information asymmetry issue is the key in promoting corporate social responsibility. In particular, concerned parties should first exert efforts to create transparency in firms’ sustainability practices before making investments to educate consumers and influence their purchasing behaviors.
本文研究了考虑企业社会责任的企业与消费者之间的互动关系。企业可以对社会负责,也可以对社会不负责;然而,消费者无法观察到公司的确切类型,这是私人信息。公司可以尝试通过定价和其他信息共享机制(例如,发布可持续发展报告和获得第三方认证)来表明其类型。我们发现,由于信息不对称的存在,提高消费者的企业社会责任意识并不一定有助于促进负责任的企业行为。具体来说,当更大比例的消费者关注社会,或者当消费者有更强的意愿奖励(惩罚)负责任(不负责任)的企业时,负责任的企业可能会更糟,而不负责任的企业可能会更好。这是因为消费者行为中看似吸引人的趋势将影响责任企业的信号成本及其均衡策略(分离与池化)。此外,我们发现提高信号的准确性总是有利于负责任的企业,但可能会也可能不会损害不负责任的企业。研究结果表明,解决信息不对称问题是促进企业社会责任的关键。特别是,有关各方应首先努力使企业的可持续性做法透明化,然后再进行投资,教育消费者并影响他们的购买行为。
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引用次数: 12
Competitive Returns Management: Why Higher Salvage Values are Not Necessarily Better 竞争性回报管理:为什么更高的残值不一定更好
Pub Date : 2017-09-03 DOI: 10.2139/ssrn.3045102
D. Seeberger, Arnd Huchzermeier, David I. Schroeder
Online e-tailers face return rates of up to 50%, sharply reducing profits. They pursue two classes of mitigation-actions: First, proactive returns management controls the number of returns by adjusting, e.g., retail price, restocking fee, and hassle costs. This makes returns less attractive, yet also discourages purchases. Second, salvaging generates additional revenue. It weakens returns' negative impact by reselling them at original retail price in the primary market, at a discount in the secondary market, or to the manufacturer at wholesale price. Recognizing the importance of salvaging, we analyze the impact of non-zero salvage values on retail price, restocking fee, and profit under competition. In case consumers can return and exchange their purchase and salvage values are below production cost, a higher salvage value does not necessarily increase profit due to competitive pressure on prices, profits may decline in the salvage value. Counter-intuitively, there is a salvage value from which further increasing it actually reduces profit. Not being aware of this dynamic and simply striving for the highest salvage value endangers a firm's profitability. To the contrary, for salvage values above production cost, salvaging decreases restocking fee and retail price while increasing profit. Here, restocking fees should be zero. While this runs counter to current academic thinking, various e-tailers capitalize salvage values as high as the original retail price. Implementing our findings results in more consumer-friendly procedures for returns and higher profits, creating a win-win situation for consumers and retailers.
在线电子零售商面临高达50%的退货率,大幅降低了利润。他们采取了两类缓解措施:第一,主动退货管理通过调整零售价格、重新进货费用和麻烦成本来控制退货数量。这使得回报不那么吸引人,但也阻碍了购买。第二,打捞可以产生额外的收入。它通过在一级市场以原价转售、在二级市场以折扣价转售或以批发价转售给制造商来减弱退货的负面影响。认识到打捞的重要性,我们分析了非零打捞价值对零售价格、进货费用和竞争下利润的影响。在消费者可以退换所购物品且残值低于生产成本的情况下,由于价格的竞争压力,更高的残值不一定会增加利润,利润可能会下降。与直觉相反,有一个残值,进一步增加它实际上会减少利润。没有意识到这种动态,仅仅追求最高的剩余价值会危及公司的盈利能力。相反,对于高于生产成本的打捞价值,打捞降低了进货费用和零售价格,同时增加了利润。在这里,补货费应该是零。虽然这与当前的学术思想背道而驰,但各种电子零售商将残值资本化,其价值与原始零售价一样高。实施我们的研究结果,可以为退货和提高利润提供更方便消费者的程序,为消费者和零售商创造双赢的局面。
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引用次数: 1
How Freemium Gets Consumers to Pay a Premium: The Role of Loss-Aversion 免费增值模式如何促使用户付费:规避损失的作用
Pub Date : 2017-05-01 DOI: 10.2139/ssrn.2961548
Nishant Mishra, S. Najafi, Sami Najafi Asadolahi, A. Tsay
We consider the optimal pricing of a freemium product offered by a firm to consumers who are loss-averse with stochastic and endogenous reference points, and the role of the consumers' surprise on their purchase decision about the premium version, after experiencing the free version. We formulate the problem as a multistage Stackelberg game and investigate its equilibrium by determining the consumers' optimal purchase plan, the firm's optimal price to charge for the premium version, and the optimal quality level that the firm sets for the premium version. We show that a consumer becomes more willing to buy the premium version if he becomes somewhat dissatisfied to realize that the free version's value is lower than his expectation. This result goes against the common advice by practitioners that the firms must under-promise and over-deliver to ensure higher profitability. We show that the somewhat-dissatisfied consumer is not only more willing to buy the premium version, but he also could pay a price higher than its realized value. This is a result that does not occur when the consumer is satisfied or entirely dissatisfied with the free version. It also explains the real phenomenon in which many consumers run up massive bills in using freemium products. We show that, increasing the premium version's quality could cause the firm to optimally reduce its price, which is in contrast to our common quality-price intuition: a higher quality product should be sold more expensively. When the quality, price and the consumer's purchase plan are jointly optimized, we show that, the optimal price can increase in the order quantity. This behavior counters the common expectation that when the firm has more available units it should sell them cheaper to avoid the risk of unsold inventory.
我们考虑了公司提供给消费者的免费增值产品的最优定价,这些消费者具有随机和内生的参考点,他们厌恶损失,以及消费者在体验了免费版本后,对付费版本做出购买决定时的惊讶程度。我们将该问题描述为一个多阶段Stackelberg博弈,并通过确定消费者的最优购买计划、公司对高级版本的最优定价以及公司为高级版本设定的最优质量水平来研究其均衡性。我们表明,如果消费者意识到免费版本的价值低于他的预期,他会变得有些不满意,从而更愿意购买付费版本。这一结果违背了从业人员的普遍建议,即公司必须少承诺,多交付,以确保更高的盈利能力。我们发现,有些不满意的消费者不仅更愿意购买高级版本,而且他也可能支付高于其实现价值的价格。当消费者对免费版本感到满意或完全不满意时,这种结果不会发生。这也解释了许多消费者在使用免费增值产品时产生巨额账单的真实现象。我们表明,提高优质版本的质量可以使公司最优地降低价格,这与我们常见的质量-价格直觉相反:高质量的产品应该卖得更贵。当质量、价格和消费者购买计划共同优化时,我们证明了最优价格可以增加订单数量。这种行为违背了通常的预期,即当公司有更多的可用单位时,它应该以更低的价格出售它们,以避免库存未售出的风险。
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引用次数: 3
Monopoly Pricing in the Presence of Social Learning 存在社会学习的垄断定价
Pub Date : 2015-12-06 DOI: 10.2139/ssrn.1957924
Davide Crapis, Bar Ifrach, Costis Maglaras, M. Scarsini
A monopolist offers a product to a market of consumers with heterogeneous quality preferences. Although initially uninformed about the product quality, they learn by observing past purchase decisions and reviews of other consumers. Our goal is to analyze the social learning mechanism and its effect on the seller's pricing decision. Consumers follow an intuitive non-Bayesian decision rule and, under some conditions, eventually learn the product's quality. We show how the learning trajectory can be approximated in settings with high demand intensity via a mean-field approximation that highlights the dynamics of this learning process, its dependence on the price, and the market heterogeneity with respect to quality preferences. Two pricing policies are studied: a static price, and one with a single price change. Finally, numerical experiments suggest that pricing policies that account for social learning may increase revenues considerably relative to policies that do not.
垄断者向具有不同质量偏好的消费者市场提供产品。虽然一开始他们不知道产品的质量,但他们通过观察过去的购买决定和其他消费者的评论来学习。我们的目标是分析社会学习机制及其对卖方定价决策的影响。消费者遵循直观的非贝叶斯决策规则,在某些条件下,最终了解产品的质量。我们展示了如何通过平均场近似在高需求强度的环境中近似学习轨迹,该平均场近似突出了学习过程的动态,其对价格的依赖以及质量偏好方面的市场异质性。研究了两种定价政策:静态价格政策和单一价格变化政策。最后,数值实验表明,考虑社会学习的定价政策相对于不考虑社会学习的定价政策可能会大大增加收入。
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引用次数: 101
Saalistushinnoittelun ennakkoarviointi yrityksen markkinaolosuhteiden ja liiketaloudellisten realiteettien näkökulmasta (Ex-Ante Assessment of Predatory Pricing from the Perspective of the Firm's Market Conditions and Business Model)
Pub Date : 2014-06-12 DOI: 10.2139/ssrn.2314875
J. Aspara, Kari Hoppu
Finnish Abstract: Maaraavassa markkina-asemassa olevalla yrityksella on riski joutua saalistushinnoitteluepailyn kohteeksi, kun se kayttaa erasta markkinoinnin keskeista kilpailukeinoa: hintakilpailua ja erityisesti hinnanalennuksia. Taman artikkelin tarkoituksena on selvittaa tallaisten saalistushinnoitteluepailyjen problematiikkaa yrityksen liiketaloudellisesta (markkinoinnin) nakokulmasta, ja siten taydentaa perinteista yritysjuridista ja kansantaloudellista nakokulmaa asiaan. Perusteena nakokulmaan on se, etta viranomais- ja oikeuskaytannossa seka -ohjeistuksessa korostetaan, etta mahdollisen saalistushinnoitteluepailyn arvioinnissa on tarkasteltava hinnoittelun logiikkaa yrityksen omasta perspektiivista hinnoittelupaatoksen tekotilanteessa (ts. ex ante; ei jalkikateen) – seka erityisesti sen erityiset markkinaolosuhteet ja liiketaloudelliset realiteetit huomioon ottaen. Artikkeli ottaa siksi tarkasteluun taman (1) markkinaolosuhteiden ja liiketoimintamallin realiteetteja hahmottavan (2) ja etukateisarviointia korostavan nakokulman. Nakokulmaan liittyvaa problematiikkaa havainnollistamme kolmen erityisen toimialan ja liiketoimintamallin tapauksessa: (a) ohjelmistoliiketoiminnassa, (b) tiettya avainraaka-ainetta moneksi lopputuotteeksi jalostavassa prosessiteollisuudessa seka (c) tuottajaosuuskuntien omistamissa yrityksissa. Analyysimme osoittaa, etta jos yrityksen markkinaolosuhteiden ja liiketoimintamallin realiteetteja ei oteta huomioon, viranomaiset saattavat epailla yritysta saalistushinnoittelusta silloinkin, kun saalistushinnoittelua ei tapahdu – tai toisaalta jattaa huomaamatta saalistushinnoittelun silloin, kun siihen syyllistytaan. English Abstract: A firm in a dominant market position faces the risk of being suspected of predatory pricing, when it utilizes certain marketing actions, especially price cuts. The purpose of this article is to analyze the problematic nature of predatory pricing suspicions from the business administration perspective of the firm. In the guidelines of competition authorities, it is emphasized that in evaluating possible predatory pricing actions, the pricing logics of the firm must be assessed from the firm's own, ex ante perspective, by taking into account its market conditions and business realities. The article therefore adopts this perspective and demonstrates the challenges related to this perspective in the case of three special business models: in software business industries, in process industries that refine a key raw material into multiple end-products, and in firms owned by production cooperatives. The analysis shows that if the market conditions and economic realities of the firm's business model are not taken into account, authorities may suspect the firm of predatory pricing when such pricing does not actually occur – or, alternatively, not recognize predatory pricing in cases where it actually takes place.
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引用次数: 0
The Effects of a 'No-Haggle' Channel on Marketing Strategies “不讨价还价”渠道对营销策略的影响
Pub Date : 2014-04-21 DOI: 10.2139/ssrn.2449307
Xiaohua Zeng, Srabana Dasgupta, C. Weinberg
As sellers increasingly turn to multi-channel retailing, the opportunity to implement different pricing policies has grown. With the advent of the internet, many traditionally bargained products such as automobiles, jewelry, watches, appliances and furniture are now being offered online at a fixed pre-determined price. We explore the strategy of simultaneously offering two pricing formats (fixed and bargained) via two different channels (online and brick and mortar) and find that in a market where there are two types of consumers—those with a high cost of haggling and others with a lower cost—a dual-pricing strategy is optimal only when there are enough high haggling-cost consumers, but not too many, and when the haggling costs between the two types of consumers are sufficiently different. We also find that it is optimal for the seller to specify a higher-than-cost minimum acceptable price as the price floor of bargaining. By doing so, the seller increases the bargained price by complementing the salesperson's bargaining ability, and also softens the internal competition between the two channels. Finally, we find that, surprisingly, the dual-pricing strategy may serve fewer customers while still being more profitable than a single price structure. The implications for consumer surplus are also explored.
随着卖家越来越多地转向多渠道零售,实施不同定价政策的机会也在增加。随着互联网的出现,许多传统的讨价还价的产品,如汽车、珠宝、手表、电器和家具,现在都在网上以固定的预先确定的价格出售。我们探索了通过两种不同渠道(在线和实体店)同时提供两种定价模式(固定和议价)的策略,并发现在存在两种消费者类型(议价成本高的消费者和议价成本低的消费者)的市场中,只有当有足够多的高议价成本消费者,而不是太多,并且两种消费者之间的议价成本差异足够大时,双重定价策略才是最优的。我们还发现,卖方指定一个高于成本的最低可接受价格作为议价的底价是最优的。通过这样做,卖方通过补充销售人员的议价能力来提高议价,也软化了两个渠道之间的内部竞争。最后,我们发现,令人惊讶的是,双重定价策略可能服务更少的客户,但仍然比单一价格结构更有利可图。本文还探讨了消费者剩余的含义。
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引用次数: 11
期刊
MKTG: Pricing (Topic)
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