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Glossary / Lexicon

What is a solopreneur?

09/14/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

A "solopreneur" is a person who starts and runs his or her own business, usually alone, without a partner or employees. The term is made up of the words "solo" (alone) and "entrepreneur" (business owner). Solopreneurs are usually responsible for all aspects of their business, including product development, customer support, accounting, and marketing.

Solopreneurs can work in a variety of industries, from freelance writers and graphic designers to consultants and online marketers. They are often characterized by their independence and self-reliance. Since they usually do not have employees, they have full control over their business decisions and workflow.

It's important to note that the term "solopreneur" does not necessarily mean that the person is running their business solo. They may still use service providers, freelancers or outside resources to complete certain tasks or support projects. The main difference is that the solopreneur usually has primary responsibility for the business and does not have a permanent staff.

Solopreneurs often rely on their skills, expertise, and ability to self-promote to be successful, as they are usually the main driver of their business.

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What is an ad hoc study?

09/14/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

An ad hoc study refers to a specific, one-time research investigation or analysis conducted in response to a request or need. Unlike regular or ongoing research projects that occur continuously or at regular intervals, an ad hoc study is initiated specifically to answer a particular question, solve a problem, or provide information for specific decision making. Here are some characteristics and features of ad hoc studies:

Single-case study: ad hoc studies focus on a single case, specific problem, or targeted question. They are not designed to track general trends or long-term research goals.

Time Limit: Ad hoc studies typically have a time limit and are usually conducted quickly to respond to current needs or questions.

Customized: These studies are often conducted at the request of a customer or in response to a specific need. Companies, organizations, or individuals hire research organizations or outside consultants to gather specific information or conduct analysis.

Targeted data collection: data collection and analysis in ad hoc studies focuses on gathering targeted information relevant to solving a problem or answering a question.

Flexible methodology: Because ad hoc studies often need to be conducted quickly, they require flexible research methodology. Researchers adapt methods and approaches to meet the specific needs of the project.

Decision making: The results of ad hoc studies are often used to support decision-making processes. Organizations can make strategic decisions based on the information gathered.

Examples of ad hoc studies may include:

A market research study to obtain customer feedback on a new product before it is launched. A survey to assess customer satisfaction after a specific marketing campaign. An analysis of the impact of an unexpected event or crisis on a company. Ad hoc studies are valuable for gaining short-term information and insight, but they cannot replace the ongoing, comprehensive research that is often required for long-term strategic planning and trend analysis.

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What is an external service provider?

09/13/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

An external service provider is a company or person that provides services for another organization or individual, but is not firmly integrated into its internal organizational structure. External service providers are often referred to as "outsourcing partners." They provide specialized skills, resources, or services that are needed by the organization or individual using their services.

Here are some examples of external service providers:

IT service providers:

These companies provide IT support, software development, network maintenance, and other IT services to businesses.

Staffing agencies: these agencies help businesses recruit and hire qualified personnel.

Accounting and tax service providers: these provide accounting, tax, and financial advisory services to businesses and individuals.

Advertising and marketing agencies: these agencies develop and implement marketing campaigns, advertising efforts, and strategic marketing plans for clients.

Facility management firms: These companies provide building and facility management and maintenance services.

Using external service providers can help organizations reduce costs, focus on their core competencies, and access specialized expertise they may not have internally. However, working with external service providers typically requires clear contracts, service level agreements (SLAs), and careful monitoring to ensure that the services provided meet requirements and expectations.

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What is sales management?

09/13/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

Sales management, also referred to as marketing or commercialisation, is a comprehensive concept and management discipline concerned with the planning, execution and control of activities to satisfy the needs and wants of customers in an economic environment. The main objective of marketing is to successfully place and sell products or services in the market.

Here are some key concepts and aspects of sales management:

Customer orientation: Sales management places a strong focus on the needs, wants and preferences of customers. It seeks to design and position products and services to meet customers' expectations and ensure their satisfaction.

Product policy: The product policy is a key concept in sales management.

Product policy: This refers to the design and development of products or services to ensure that they meet market needs and provide competitive advantages.

Pricing: Setting prices for products or services is an important part of sales management. It involves pricing strategies based on market analysis, cost structures and competitive factors.

Distribution and sales promotion: This includes the selection of distribution channels, the planning and implementation of sales strategies, and the promotion of products or services through marketing activities such as advertising, sales promotion and public relations.

Market research: Market research is a crucial part of sales management and helps companies gather information about the market, target groups, competitors and trends. This enables informed decisions to be made.

Positioning and branding: Sales management is concerned with positioning products or services in the market to create a unique selling proposition and competitive advantage. This is closely related to branding and identity development.

Customer relationship and retention: Sales management aims to build long-term relationships with customers and foster their loyalty to the brand or company. This can be achieved through customer service, loyalty programmes and customer-focused communication.

Post-sales service.

After-sales service: This refers to the support and assistance provided to customers after purchase to ensure they are satisfied and their needs are met.

Measurement and control: Companies use various metrics and key figures to measure and monitor the success of their marketing activities. This allows for continuous improvement and adjustment of marketing strategies.

Sales management is a dynamic discipline that is constantly exposed to new trends and technologies. It is critical to the success of companies and organisations in a competitive business world. Companies that develop and implement effective marketing strategies are better positioned to achieve their goals and be successful in the long term.

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What is relative risk?

09/12/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

Relative risk is a statistical measure used in epidemiology and medical research to assess the risk of a particular group of events (e.g. diseases) in relation to another group. It is used to quantify and compare the effect of a particular exposure or intervention on the probability of an event.

Relative risk is usually expressed as a ratio or quotient and can be calculated as follows:

\[Relative\, risk = \frac{risk\, in\, der\, exposed\, group}{risk\, in\, der\, non-exposed\, group}\]

In this formula:

- The "risk in the exposed group" refers to the probability of an event occurring in a group exposed to the potential source of risk.

- The "risk in the unexposed group" is the probability of the event occurring in a comparison group that is not exposed to the risk source.

The Relative Risk result indicates how much more likely it is that the event will occur in the exposed group compared to the unexposed group. A relative risk of 1 means that there is no difference in risk between the two groups. A value greater than 1 indicates an increased risk in the exposed group, while a value less than 1 indicates a reduced risk.

Relative risk is an important concept in epidemiological research as it is used to assess the effectiveness of interventions, treatments or exposures and to investigate associations between risk factors and specific health conditions. It makes it possible to quantify the strength of the association between an exposure and an outcome, thus providing the basis for evidence-based decisions in medicine and health policy.

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