You're a servant leader who needs to make data-driven decisions. How do you use logical reasoning?

servant leader; It's not someone who tells you what to do, but someone who asks you what you need to accomplish your goal. He is your leader to remove obstacles, give you the tools you need, and make you feel comfortable and valued. Therefore, they use logical reasons so that the employees reach the goals. Being logical to discover existing problems and obstacles in a systematic way; and solving them so that both individuals and organizations reach their goals.

Logical reasoning is classified into two categories: deductive and non-deductive. These two categories differ from each other based on method and certainty. What has been mentioned above is mostly based on the deductive method. If accurate and sufficient statistical information or records aren't available, a non-deductive method can be used while accepting some degree of error.

The goal of anyone aspiring to become a servant leader is a simply To Enable their teams to self organize with highly driven individuals who are given ample degrees of freedom to fail fast. Success criteria to such servant leaders is measured by the amount of enablement criteria being directly proportional to increasingly interactive team dynamic and the individual self-reliance originating from such enablement.

When you play something with someone, even if just for fun, knowing the rules of the game clearly and having all players abide by them brings a sense of fairness. Even if someone "loses" the game, they will accept the outcome because the agreed-upon rules were followed. At work, it works the same way: be clear about the rules and strictly follow them to minimize any discomfort. Being fair and transparent in your actions builds trust. That’s the best logic you can use.

Na minha opinião, para o tratamento de dados, a habilidade de raciocínio lógico é fundamental na construção de regras para realizar análises orientadas a dados. Essa capacidade envolve o uso de regras, princípios e evidências para avaliar cenários, permitindo verificar sua validade, consistência e relevância. No entanto, além do raciocínio lógico, é necessário ter um entendimento profundo das regras, compreender o processo em questão e ter clareza dos objetivos esperados com a análise. Adquirir a habilidade de raciocínio lógico vem com a prática e o tempo, destacando-se como uma competência essencial para a análise eficaz dos dados.

O raciocínio lógico é importante para tomada de decisão em situações em que nem sempre todos os dados estão expostos. Em uma situação de surpresa, saber analisar e raciocinar pode desempenhar um papel fundamental durante uma tomada de decisão. Saber observar os dados, simular projeções, saber se posicionar sobre o assunto e principalmente convencer os demais sobre o seu ponto de vista, vai além de simplesmente apresentar algo. Significar se envolver, passar confiança e ser embasado naquilo que está falando. A propriedade no assunto garante menos questionamentos e aprovação daquilo que deseja. Raciocínio lógico então nesse ponto de vista, garante um posicionamento acertivo em diversos tipos de situações.

Hypothesis substantiated by experimentation is the most effective way to make a decision. Many such decisions would entail a fair amount of reasoning and a solid substantiation done through historical analysis and a combined team effort to debate and come to conclusions. There is a possible non-zero amount of statistical insignificance of a premise to occur. Plans must not be made in light of such scenarios. Plans must be made for general cadence and such above scenarios must be absorbed through risk mitigation techniques arising from data driven analysis.

We have N number of solutions for a problem and each solution must be weighted on their pros and cons deductively. An example of a fallacy would be to decide on a solution based solely on past experience. Another would be to stick to the book on a solution catering to a No true scotsman fallacy. Every solution is a custom solution tailored to a specific individual need and dealt with as such. As a Servant leader, I feel that one must be willing to extend a reasonable amount of freedom to their team to try, test and fail. Hypothesis substantiated by experiment is the greatest scientific achievement of human endeavor and it can be applied to solve any modern problem in enterprise leadership.

A melhor forma de obter a habilidade de raciocínio lógico é com a prática, pois, a prática ajuda a se desafiar e desenvolver o pensamento crítico e analítico. Uma forma eficaz de aprimorar estas habilidades envolve a análise e interpretação de textos, normas e dados estruturados ou não estruturados. Por exemplo, avaliar se as reclamações do atendimento ao cliente estão sendo resolvidas dentro dos prazos estipulados pelo regulador, isso pode oferecer insights valiosos para o desenvolvimento do raciocínio lógico. No meu entendimento, outras formas de aprimorar o raciocínio lógico seria, resolver quebra-cabeças ou participar de debates ou discussões que requerem argumentos com base em análise de dados.

Don't rely solely on KPIs to drive decision-making. They don't tell the whole story. Real-time data can be useful but only when used appropriately in context.

Use modern tools along with logical reasoning, also let everyone help you reach important and team based decisions so as to hear more diverse perspectives , Increase the usage of : 1.) Dashboards via ADO, Jira, MPP , Confluence or other tools. 2.) Use Excel , PowerBI to share insights