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Optimizing and Satisficing: The Interplay Between Platform Architecture and Producers' Design Strategies for Platform Performance

机译:优化和满足:平台架构与生产商的平台性能设计策略之间的相互作用

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摘要

Two-sided platforms are gaining increasing attention in practice and as the subject of IS and management research. We explore an assumption of research and practice: that a platform's architecture needs to be decoupled so that producers can easily mix and match the platform's design elements (APIs, code libraries, process models, etc.) into apps that perform well competitively, and insulate the platform from skewed outcomes and low market performance. However, in practice, complete decoupling is not just difficult but almost impossible. Based on more than two million runs of an exploratory NK model in which producers use a platform's design space for the creation of apps, we generate several surprising insights. First, we show that tighter coupling may not necessarily be harmful depending on the producers' design strategies and the amount of constraints placed on design elements. Second, we observe that if moderate to tightly coupled platforms with optimizing producers focused exclusively on being competitive, platform performance is lower compared to platforms with satisficing producers who put a lower priority of being competitive because of other interests. This is surprising since optimizers are better suited to cope with the inherent uncertainty of coupling. Finally, moderately coupled platforms can outperform platforms with loose coupling when constraints nudge producers into distant design moves while also isolating them from downside uncertainty. These three findings offer implications for multiple streams of literature on platform architectures.
机译:双向平台在实践中越来越受到IS和管理研究的关注。我们探索了一个研究和实践的假设:一个平台的体系结构需要解耦,以便生产者可以轻松地将该平台的设计元素(API,代码库,流程模型等)混合并匹配到性能良好的应用中,并进行隔离结果偏斜和市场表现不佳的平台。但是,实际上,完全去耦不仅困难,而且几乎是不可能的。基于200万次探索性NK模型的运行,生产者在其中使用平台的设计空间来创建应用,我们得出了一些令人惊讶的见解。首先,我们表明紧密耦合可能不一定有害,这取决于生产者的设计策略和对设计元素的约束量。其次,我们观察到,如果将优化生产者的中度至紧密耦合平台专门专注于竞争,那么与具有令人满意的生产者的平台(由于其他利益而将竞争放在优先地位)相比,平台性能会较低。这是令人惊讶的,因为优化器更适合应付耦合的固有不确定性。最后,当约束将生产者推向遥远的设计动作,同时又使它们免受下行不确定性的影响时,中等耦合的平台可以胜过松散耦合的平台。这三个发现为平台体系结构的多种文献流提供了启示。

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