Statistical analysis packages for the microcomputer: New technologies for industry

Major companies in the mainframe statistical software business have started producing powerful versions of their programs for microcomputers. Five of the leading microcomputer statistical packages are reviewed. A statistical software vendor directory is provided. These statistical packages can be used by properly trained personnel to make more reliable business decisions.     

MacLaboratory Controller: A switch and A/D interface between Apple’s Macintosh and peripheral apparatus

Apple’s Macintosh microcomputer has advantages over other systems used for laboratory control and data acquisition, especially because of its graphic and user-friendly features. However, a major perceived limitation has been its closed architecture. We describe an interface using the RS 422 modem port that supports up to 64 input/output (I/O) functions including analog-to-digital 4–12 channel input. The Controller software supplies an easily edited authoring tool in which functional relationships, logical operators, timing (millisecond accuracy), and counting functions are established through simple mouse and menu commands. Data from I/O functions may be displayed or saved as tab-delimited files that can be opened by various Macintosh statistical and spreadsheet packages and that are transportable to some mainframe applications.     

Software for advanced ANOVA courses: A survey

In response to a survey of faculty regarding their commercial software preferences for advanced analysis of variance courses, it was found that the most frequently used packages were SAS, SPSS^x, and BMDP, all originally mainframe packages. The fourth choice, SYSTAT, was written for microcomputers but is currently also available for other host computers. Difficulty for students was the most frequently cited reason fornot using one of these four packages. The most important criteria for choosing software packages were variety of designs, accuracy, and ease of use. Cost was a factor only for microcomputer licenses. Packages using the general linear model approach were paramount to some, while others would not consider such packages. Instructors decried the lack of the “ideal program,” but the diversity of their desires makes it clear that no program could be ideal for all of them. Many faculty seemed unaware of newer software packages or of the extent to which older packages (particularly Minitab) have been modified; some had their choices constrained by departmental limitations. Better dissemination of information about statistical software is needed, whether it be from software publishers or through the professional literature.     

Computer-based methodology laboratories: 2. First-year graduate courses in data analysis

A graduate student microcomputer laboratory was set up with IBM PS/2 microcomputers to teach data analysis techniques in the first-year course sequence at West Virginia University. Microcomputer versions of SAS and SPSS statistical programs were incorporated into homework assignments. The lab was managed by a graduate assistant, and another graduate student provided consultation on software usage and homework problems. This shift from the use of mainframe to microcomputer statistical software allowed an increase in the number of assigned homework exercises and easier integration of statistical output into the writing of research reports.     

A comparison of inexpensive statistical packages for apple II microcomputers

The purpose of this paper is to describe and compare some inexpensive software packages that calculate a variety of statistics on the Apple II microcomputer. For each package, hardware requirements, program capacity, limitations, constraints, accuracy, editing, error handling, and other features were studied.     

A computer lab for undergraduate psychological research

This paper describes how funds from an NSF Instrumentation and Laboratory Improvement grant allowed development of a computer lab with a local area network (LAN) for undergraduate research in psychology. The lab has been used mainly in conjunction with an applications of research methods course, but expanded use is expected because of the connection of the LAN to a mainframe computer’s LAN, the proposed installation of PSYCLIT on the LAN, and the proposed connection of the LAN to faculty offices. The main experimental software packages used are MEL Lab and Micro Experimental Laboratory (MEL); both are critical to the lab’s operation. Funds for maintenance of the lab will be obtained by charging applications course students a lab fee.     

Analysis and visualization of complex psychophysiological data: Coordinated use of multiple applications on a microcomputer

Personal computers have become ubiquitous for data analysis and visualization. Complex analyses and visualizations of large data sets prove challenging for microcomputer environments and highlight a tradeoff between customized programming to enhance specificity and processing speed and the use of commercially available software packages. We frame this choice in terms of a continuum that exists from low-level programming languages to higher-level languages, and beyond this to object-oriented programming environments and other advanced software products; we argue that there is no sharp conceptual distinction between programming and not programming. In this light, we discuss the pros and cons of using several commercial software packages in concert on a single platform to facilitate complex research tasks and discuss the implications of this choice for innovative research.     

The Maxwellian optics laboratory automation using a personal computer

The Maxwellian optical system described here is fully automated in both experimental control for psychophysical instrumentation and data gathering using a personal computer (PC) with simple interfacing and input/output processing. The system features PC-based high-speed noise-free liquid-crystal shutter control, automated light control, glow modulator tube control, and filter/wedge control. PC-based data gathering and data transfer to the mainframe via RS-232C based Teloeom are described.     

Interfacing Apple and IBM computers for the analysis of clinical biofeedback

This paper demonstrates a method of transferring research data from a remote clinic to a large university mainframe for data manipulation and statistical analysis. Data collected by an Apple //e computer were transferred to an IBM 3031 mainframe by sending data files to an IBM PC by telephone modem or by direct hardwire connection to the PC. The IMB PC performed data-formatting routines and then uploaded the files to the mainframe for storage. Advantages and disadvantages of sending data over telephone lines via a modem are discussed.     

Psysquash: a program for the analysis of PsyScope data files

Many experiment-running programs generate output files that require selection, reduction, and formatting of the raw data before the numbers are suitable for input into statistical packages. PsySquash is a Macintosh program for the selection, organization, and summary of the tabular data that are produced by a widely used freeware data acquisition system, PsyScope. PsySquash serves as a bridge between PsyScope’s output data format and the input formats required by common statistical packages such as SAS, SPSS, and SuperAnova. An extension of PsySquash is proposed for use with arbitrary tabular data.     

A large-scale expandable I/O port interface for the TRS-80 microcomputer

Described is a large-scale expandable input/output port interface for the Tandy Corporation TRS-80 microcomputer.     

Programming experiments on a TERAK 8510/A microcomputer

In the course of bringing up one’s first experimental microcomputer system, certain standard problems occur that are trivial to the experienced programmer but are great blocks to the novice. In this spirit, some paradigms that were implemented on a TERAK 8510/a microcomputer, and the related problems, are described. Specific topics include some consideration of timing procedures for reaction time experiments and how to handle large text files on small floppy disk systems.     

WINDSORT: A fully automated technique for collecting sort data for multidimensional scaling analysis

WINDSORT is a microcomputer program that uses an automated sorting procedure to collect the preprocess proximity data commonly analyzed using multidimensional scaling. The traditional manual sorting task is less tedious, more enjoyable, and far easier for subjects to perform than the tasks that are used in alternative data-collection techniques. However, complete automation of the sorting task has not previously been fully successful WINDSORT uses a form of the hierarchical sorting technique which is reputed to yield richer data than single-sort techniques A maximum of 45 stimuli can be scaled using WINDSORT. Resulting output includes dissimilarity matrices which are ready to analyze using MDS.     

Technology-based intervention to help persons with minimally conscious state and pervasive motor disabilities perform environmentally relevant adaptive behavior

Persons with a diagnosis of minimally conscious state and pervasive motor disabilities tend to be passive and isolated. A way to help them improve their adaptive behavior (relate to their environment) involves the use of intervention packages combining assistive technology with motivational strategies. The types of assistive technology included in those packages may consist of (a) microswitches allowing direct access to environmental stimuli, (b) combinations of microswitches and voice output communication devices (VOCAs) allowing stimulus access and calls for caregivers' attention, respectively, and (c) computer presentations of stimulus options and microswitches allowing choice among those options and access to them.     

A versatile two-part system for on-line measurement of multiple response parameters

A two-part system for digital measurement of such diverse response parameters as latency, pulse width, amplitude, and events per unit time is described. The mainframe consists of counters with light-emitting diode (LED) numeric readouts and a quartz crystal controlled internal time base. It also contains all power supply requirements for both the mainframe electronics and the second part of the system, the plug-ins. Each plug-in is designed to use the main unit counters, timers, readouts, and power supplies to measure the desired parameter. Thus, each numeric readout channel of the mainframe may be used to measure various parameters simply by changing the plug-in attached to it. The unit has proved to be very useful in reducing experimenter error in measuring response parameters in classical nictitating membrane conditioning.     

Behavioral programming with the APPLE II microcomputer

A system is described that allows behavioral programming with an APPLE II microcomputer. Input and output interfaces were designed with relays so that maximum flexibility could be obtained with a variety of behavioral chambers and boxes. The system is inexpensive and easily constructed and requires no special knowledge of computers to program or maintain.     

A distributive method to increase the analogic output (D/A) resolution of a microcomputer

This paper describes a simple and efficient method to increase the D/A output resolution of an 8-bit microcomputer, as exemplified on the Apple II. The “distributive method” can increase the final output resolution up to 32K with two 8-bit analogic channels. A simple interface based on balanced sets of resistors and driver software are described. Some applications are also reported.     

Assessing the simulation of chaotic systems

Three commercially available software packages—BrainMaker, MicroSaint, and Extend—that simulate the function and operation of neural networks were compared on 11 dimensions. Also, a task-oriented analysis was done on the ability of the programs to use a neural network to output a chaotic array generated by the logistic equation. There were differences in the amount of operator overhead among the programs, but the differences in the simulation performance were not considered to be appreciable.     

Using digitized auditory stimuli on the Macintosh computer

Hardware/software packages that digitize sound on the Apple Macintosh can help researchers prepare and present auditory materials needed for their experiments. Common features and benefits of commercially available sound digitizing packages are discussed in terms of some possible applications to cognitive psychology experiments.     

Evaluating microcomputer interactive survey software

Software packages for microcomputer interactive questionnaires are becoming readily available to a wide group of business researchers. Potential users have a series of interrelated decisions regarding the most appropriate software and hardware for their specific needs. This article outlines important features that researchers must consider in their decisions under five dimensions: Survey research, question presentation, documentation, hardware, and monetary.This project was supported by a faculty grant from the Educational Improvement Fund of the University of Hawaii awarded to the first author. Portions of this paper were presented to the American Marketing Association 3rd Annual Microcomputers in Marketing Education Workshop at the California State Polytechnic University, Pomona, California, October 26–28, 1986.