CREAT: Census Research Exploration and Analysis Tool

Financing Small Business Creation: The Case of Chinese and Korean Immigrant Entrepreneurs

September 1996

Written by: Timothy Bates

Working Paper Number:

CES-96-09

Abstract

Prevailing scholarly literature misrepresents the realities of how immigrant Korean and Chinese entrepreneurs finance entry into small business. Supportive peer and community subgroups are not major sources of startup capital; the majority of all loan funds are raised by borrowing from financial institutions. The major single funding source is equity capital, which derives almost entirely from family household wealth holdings. Controlling for firm and owner traits, comparison groups of nonminority and Asian American nonimmigrant self-employed borrowers are shown to have greater access to loan sources than Korean and Chinese immigrants. High equity capital investment offsets this disadvantage. Absent rotating credit associations, and other minor debt sources, the average Korean/Chinese startup possesses substantially more financial capital than its nonminority counterparts.

Document Tags and Keywords

Keywords Keywords are automatically generated using KeyBERT, a powerful and innovative keyword extraction tool that utilizes BERT embeddings to ensure high-quality and contextually relevant keywords.

By analyzing the content of working papers, KeyBERT identifies terms and phrases that capture the essence of the text, highlighting the most significant topics and trends. This approach not only enhances searchability but provides connections that go beyond potentially domain-specific author-defined keywords.
:
financial, venture, entrepreneur, entrepreneurship, finance, investor, financing, leverage, asian, immigrant, borrower, lending, loan, bank, lender, borrowing, debt, asian immigrants, immigrant entrepreneurs, borrow

Tags Tags are automatically generated using a pretrained language model from spaCy, which excels at several tasks, including entity tagging.

The model is able to label words and phrases by part-of-speech, including "organizations." By filtering for frequent words and phrases labeled as "organizations", papers are identified to contain references to specific institutions, datasets, and other organizations.
:
Characteristics of Business Owners, Internal Revenue Service, Small Business Administration, Ordinary Least Squares, General Accounting Office

Similar Working Papers Similarity between working papers are determined by an unsupervised neural network model know as Doc2Vec.

Doc2Vec is a model that represents entire documents as fixed-length vectors, allowing for the capture of semantic meaning in a way that relates to the context of words within the document. The model learns to associate a unique vector with each document while simultaneously learning word vectors, enabling tasks such as document classification, clustering, and similarity detection by preserving the order and structure of words. The document vectors are compared using cosine similarity/distance to determine the most similar working papers. Papers identified with 🔥 are in the top 20% of similarity.

The 10 most similar working papers to the working paper 'Financing Small Business Creation: The Case of Chinese and Korean Immigrant Entrepreneurs' are listed below in order of similarity.