Strategy in research design and hypothesis testing

The efficiency of a research design may be measured in terms of the degree to which knowledge is enhanced within given resource constraints. Thus, two different types of research design, even though they contain the same number of expected observations, may differ considerably in the amount of information provided. An example is the number N of 32 observations obtained with an analysis of variance witheither 2 factors, 2 levels per factor and a replication of 8or 4 factors, 4 levels per factor and a replication of 2. We analyze and compare the relative efficiencies of regression and variance analysis models and their implications to research strategy development. Three major considerations are evaluated: (1) short versus long time horizon (interval until effects of a decision are realized), (2) small versus large cost of erroneous rejection of the Null Hypothesis and (3) gross versus refined stage of development of the research study. A set of general guidelines towards improved designs is developed.     

Salespeople’s use of upward influence tactics (UITs) in coping with role stress

Researchers’ attentions have recently focused on how salespeople cope with role stress. This study focuses on salespersons’ use of six upward influence tactics (UITs) with the immediate sales manager, and how salespeople use UITs to lessen the impact of two role stressors (perceived role conflict and role ambiguity) associated with the sales job. The study also evaluates the potential moderating role of UITs on relationships between role stress and manager satisfaction and propensity to leave. Analysis of data gathered from a heterogeneous sample revealed differences in use of UITs between salespeople classified as either high or low in role stress. Salespeople who perceive high role conflict employ assertiveness and upward appeal UITs more frequently. Salespeople who perceive high role ambiguity use exchange and coalition-building UITs more frequently. Results also suggest that salespersons’ use of assertiveness and ingratiation UITs exacerbate relationships between perceived role ambiguity and two outcomes: satisfaction with supervisor and propensity to leave. Implications of the study findings for sales managers are reviewed, as are implications for further research. His research interests are in the areas of personal selling and sales management. His work has appeared inJournal of Education for Business, Journal of Marketing Theory and Practice, and various national and international conference proceedings. Jeffrey K. Sager, Ph. D., conducts research in the areas of salesperson turnover and job stress. His work has appeared in theJournal of the Academy of Marketing Science, Journal of Personal Selling and Sales Management, andJournal of Business Research. His research interests are in the fields of strategic management and organizational behavior. His research has been published in theAcademy of Management Journal, Journal of Applied Psychology, and several other journals.     

Characteristics of agricultural input package users in communal clubs serviced by Acat in KwaZulu: A note

Characteristics of communal club members who use input packages are studied using a survey of communal clubs serviced by Africa Co‐operative Action Trust (Acat) in KwaZulu during 1989. Discriminant analysis shows that full input package adopters tend to belong to older clubs, have less formal savings and receive more visits each year from KwaZulu Department of Agriculture (KDA) extension officers. They also have a greater proportion of land under sugar‐cane, larger farm sizes and a higher rand monetary value of livestock.

Members of older clubs benefit from greater club experience in ordering inputs and liquidity for securing discounts on bulk orders. Clubs also enable scarce KDA extension manpower resources to be used more effectively by focusing extension efforts on groups rather than individual farmers. Sugar‐cane production probably indicates member willingness to innovate and the availability of funds to buy complete input packages for other crops. Increased access to land promotes input package adoption which can raise agricultural productivity. Development of institutional arrangements for a land rental market in KwaZulu should be considered. Higher monetary values of livestock reflect Increased ability to bear risk associated with technology adoption and that adopters have the means to purchase input packages