MarkBook®     section 9-4
Individual Modal Analysis by Level for "Most Consistent" Performance

Reach this screen from MarkBook's Student Report screen, section 9-1, by clicking on the Modal Analysis tab. This screen provides a graphic view of any individual's most consistent performance. For a full discussion of mode and most consistent performance, see section 8-9. Whether one is required to use modal analysis or not, this feature in MarkBook is a great analytical tool to give a better picture of each individual's academic performance.


These screens display all of a student's assessment entries or any fraction of these broken down into levels. In this example, thirteen levels R to 4+ have been defined in Setup. Use the Term/Unit and Category toggles under the student name to select a subset of the entries. MarkBook supplies thirteen alpha levels (F to A+) by default but these may be edited by the user to make as many as nineteen levels, alpha or numeric - see section 7-1.

INDIVIDUAL MODE
Entry Count Modal Analysis

The sample student shown has the largest number of entries in the 4+ level. Notice that the weighted average and weighted mode are displayed simultaneously. The vertical scale of the graph shows the percentage of entries in each level. Since this is weighted mode, Wt. Mode, the height of each bar incorporates the category and assessment weightings assigned. Clearly, this student's most consistent level is 4+ (tallest bar) which provides a different interpretation than the calculated mean of 77%.

To weight all assessments equally, from the main screen click Mark Sets in the upper menu bar, select Edit [subject], and check the Equal Weight selection. Save and return to this screen. Similarly, mode can be displayed with Entry Weight selected. To display Mode as an equivalent percentage, click the Mode as % cell near the bottom of the screen.

The top of this screen shows the current percentage as calculated using your entry and weighting system. In the upper right corner is the number of assessment entries for this student - 40 in this example. Note that this student has no zeros, and there are no missing entries or "NoMark" entries. Age and attendance data show at the lower left.

To Print student reports as in section 9-5, click on the Print/Communicate tab near the upper right of this screen. See section 8-6 for printing class modal reports. To view class modal results, see section 8-9.



MODAL ANALYSIS
Vs. WEIGHTED AVERAGE

The following example is from the DEMO sample class provided with MarkBook. It uses five levels set by the teacher: R (<50%), 1 (50s), 2 (60s), 3 (70s) and 4 (80%+). Set these levels as described in section 7-1. To display to one decimal place, uncheck the Round Off cell. The Weighted mode selection is used and each student's most consistent level appears next to their percentage grade near the top of their Modal Analysis screen.

The next four students are in the same class. All have completed the same assessments and there are no zeros or missing entries (i.e. NoMarks). Each student has the same calculated percentage grade, 71%, but their Modal Analysis graphs are far different. Who is the best student? The worst? How can one make this distinction when their averages are identical?





Despite an identical average, the four individuals above are very different. Clearly, calculated means don't always give a complete picture of performance. That's because averages/means take into account anomalous or 'outlying' entries. The further away from 'center' an assessment is, the greater its impact on the mean or weighted average. On the other hand, modal analysis ignores anomalies and reports consistency. Because of this, some argue that mode is a better measure of central tendency for students. The third student, Lisa, has the best achievement among these four individuals. Sixty percent of the time, Lisa performed at level 4.

The fifth student in this class has the lowest average/mean but the tallest level 4 bar. John is non-compliant - note the twelve zeros out of thirty assessments to date. Collectively, these were insignificant measures given the height of the 'R' bar. John is an abstract learner and seldom does anything that doesn't have a significant weight. He argues that he understands without doing his homework. Despite his poor work habits, he scores well on all significant assessments. He is as annoying as he is bright.


So what grade should be assigned to John? If one goes with the mode, any grade in the 80s or 90s is OK. We recommend that teachers ask two questions when resolving this conflict:

Typically, teachers agree that John has acquired the curriculum very well and he would likely get the highest mark of these five students on an exam. In making an informed professional judgment about John's final grade, a number greater than 80% is warranted based on this bar graph.

If a MarkBook user switches calculation method, other numbers appear as in this next image. This is the same student, John, with a grade now calculated at 81% as a Blended Mode (weighted average of the modes in each category). The raw Mode, now shown as a percent, is 90%. Similarly, the calculation of weighted median will yield a high grade for John. These alternate calculations of 'central tendency' provide a strong rationale for assigning a grade that's much higher than 66%.




MODAL ANALYSIS and REPORTING

A major concern arises with modal analysis and the assignment of grades. Teachers who must use "most consistent" grade assignment may wish to avoid interim communication with students and parents. Given the potential difference between mean and mode for grades, as described above, teachers may wish to avoid any criticism arising from comparing averages on interim reports with modal grades on final reports. This "no communication" reaction negates the best motivator teachers have: good and frequent feedback. To avoid this problem, we recommend the following:

Manual: Go to section 9-5 to see setup options for MarkBook's Student Report printouts.


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