In Simple Words
Think of a factory owner who easily secures a bank loan to buy a brand new $500,000 weaving machine because the bank can seize and re-sell the machine if the loan isn't repaid. However, when the owner asks for a loan to pay an expert advisor $200,000 to teach workers how to organize the factory floor, the bank refuses because advice cannot be repossessed or sold to someone else if the loan goes default.
Observed and estimated management costs
- Implementation without consultants fees
- About USD 3,000 per firm in year one
- Market-rate consulting estimate
- About USD 250,000 per firm
Different cost components, not treatment outcomes. Consulting cost is a market estimate. The study did not establish that financing was the main barrier.
See source →Research question
Large manufacturing enterprises in developing nations frequently possess ample cash flow and credit for tangible capital investments like machinery and land, but face financing market failures when acquiring intangible assets like management consulting services.
Participants
17 large multiplant Indian textile manufacturing firms with mean annual sales of $7.45 million and current assets of $8.50 million.
Study Design
Observational and survey analysis of firm capital expenditure records, balance sheets, and consultant market fees during a randomized intervention.
Results
Project firms made average tangible capital investments of $880,000 (median $140,000) over two years, showing that direct execution costs of management practices ($3,000) were unconstrained, whereas market-rate external consulting ($250,000) faced severe intangible asset collateralization barriers in credit markets.
Takeaway
Structure financial assistance or subsidy programs specifically for intangible operational training and advisory services rather than physical equipment acquisitions when targeting enterprise productivity.
Source and citation
See source →Read alongside the research
Plain-English glossary
Original explanations, informed by the references below. Examples are illustrations, not data from the studies above. The research text stays unchanged.
- Median
The middle number after arranging the values from smallest to largest. If there are two middle numbers, use their average.
ExampleFor the values 2, 4 and 12, the middle value is 4. The median is 4.
NIST · Measures of location ↗Read more about median →