Preliminary Comparison of Algorithm-
Interpreted Fertility Monitor Readings with
Established Natural Family Planning Methods
Jennine Regas, M.S.
Philip Regas, MBA
Zetek, Inc
Aurora, Colorado
Women experienced in established NFP methods provided records of 53 cycles. Twenty-four cycles
were contributed by women in the 2001 study; an additional 29 cycles from an earlier study were
evaluated retrospectively using the OvaCue® algorithm. In addition to maintaining their ongoing
fertility observations, all subjects took oral electrolyte readings daily, vaginal electrolyte readings during
the fertile window as specified by the algorithm, and urinary luteinizing hormone (uLH) tests on days
identified by the algorithm as days of maximum fertility. The fertile window (FW) was defined as the
five days preceding ovulation and the day of ovulation (Wilcox, et al). Each method was examined to
determine how closely it defined the FW both as a means to achieve and to avoid conception.
The OvaCue and the sympto-thermal methods were closely correlated, especially in defining the end of
the FW. The OvaCue was found to be more effective than other methods in determining the beginning
of the FW. Overall, the OvaCue algorithm analysis correctly identified all FW days in over 99% of
cycles. Sympto-thermal method identified 87.38% of FW days.
Results of this preliminary study will be used to structure a larger-scale comparison of the NFP and
electrolyte methods to be conducted in cooperation with established NFP teaching centers.
Measurements of salivary and vaginal
electrochemical characteristics taken with the
Cue® Ovulation Predictor have been shown to be
useful for prediction and confirmation of
ovulation in spontaneously ovulating women
(Albrecht 19871, Fernando 19852, 19883). This
apparatus has been approved by the FDA and used
by couples seeking to conceive since 1985.
Measurements are taken using two transducers—
one for daily oral readings and another for vaginal
readings to be taken during the period from the
Cue Peak™ until confirmation of ovulation.
These electrolyte readings previously have been
charted manually and interpreted by identifying
three keypoints in the charts: the Cue Peak, the
nadir of the vaginal readings (VR Low) and the
rise from that nadir (VR Rise). The reproductive
cycle keypoints are identified in the chart below:

The U.S. FDA mandates that the labels for the
Cue and OvaCue include the phrase “Not for
Contraception.” The Company and physicians
recommending the instrument to infertility
patients have interpreted this labeling requirement
as a restriction of the Cue’s use for timing of
abstinence by couples seeking to avoid conception
during any given cycle. However, the practice of
natural family planning (NFP) is in no sense
limited to contraception or “avoidance” of
conception. NFP principles more broadly involve
control of the timing of conception and include
planning to achieve conception. It is in the
context of that principle that the study of the
effectiveness of the Cue method for NFP use is
appropriate.
The OvaCue® Fertility Monitor, a new
embodiment of the Electrolyte Method™,
eliminates the need for manual charting. The
monitor records up to four months of oral and
vaginal readings and will interpret those readings
automatically. The OvaCue will reply to the
inquiry “Calculate Fertility” with a fertility status
indicator for that cycle day (progress bar from 1 to
7) and indicate the expected maximum fertility
days for the cycle, assuming readings have been
taken and the Cue Peak was found. Once the VR
Low is identified, the OvaCue will also confirm
that ovulation has occurred and post-ovulatory
infertility has begun for the duration of that cycle.
The instrument will also allow those readings to
be downloaded to a computer for permanent
storage and use with the OvaGraph™ software.
Four studies have been carried out in which NFP
signs were compared to the manually charted Cue
readings (Barrett 19854, Fazleabas 19905, Fehring
19946, Moreno 19887). Similarly, the current
study was undertaken to compare the algorithminterpreted
readings (OvaCue/OvaGraph) to
several established methods of NFP. A secondary
aim of the study was to develop a clearly defined
protocol for use of the OvaCue system by couples
wishing to avoid or postpone conception.
MATERIALS AND METHODS
SUBJECTS
Data were obtained in 24 cycles from 11 women.
Subjects were recruited through referral by
recognized instructors of several NFP methods
and through a special interest user list on the
internet.8 All subjects were spontaneously
ovulatory and had menstrual cycles ranging in
length from 24 to 36 days. After reviewing a
detailed outline of the study and receiving
answers to any questions, each woman submitted
a signed letter of informed consent.
In order to augment testing of the automated
algorithm, 29 cycles of data from an earlier study9 were included in this study and processed by the
OvaGraph fertility software. The OvaGraph
computer program contains the same datainterpretation
algorithm incorporated into the
OvaCue monitor. Subjects in this group had also
received full information and given their informed
consent.
EXPERIMENTAL MEASUREMENTS
Subjects used the OvaCue instrument according to
standard instructions, taking oral readings daily
and vaginal readings on days when prompted by
the device or when the algorithm indicated any
level of fertility. Observations of fertility signs
were recorded according to each subject’s present
standard NFP practice. Cervical mucus quality
and quantity (“mucus”), cervical position and
openness (“cervix”), and basal body temperature
(BBT), where part of the subject’s standard
method, were recorded. The designation
“sympto-thermal” was applied to those cycles in
which a combination of mucus and/or cervical
evaluation with use of the BBT post-ovulatory
shift was used. A broad range of NFP methods
was represented, with variations among centers as
well as among users in format and nomenclature.
However, insufficient numbers of subjects using
any single method prevented inter-method
comparisons.
Urine luteinizing hormone (uLH) was measured
using the Lady Ovulation Tester10 on days
identified by the OvaCue algorithm as days of
maximum fertility. In the cycles from the previous
study, daily 24-hour urine was collected on
expected days of maximum fertility as determined
by the researchers (Barrett 1985) based on the
peak in Cue oral readings. These samples were
analyzed for LH using standard laboratory
methods. The day of peak concentration of urinary
LH was taken as the day of ovulation (Wilcox
199511).
DATA ANALYSIS
In conformity with previously reported procedures
(Albrecht 1985), oral readings were standardized
relative to the preovulatory peak in the oral
readings (Cue Peak) as identified by the algorithm
as a high value followed by two or more markedly
lower readings. Data from the vaginal readings
(VR) were standardized relative to the day of the
VR Low.
The effectiveness of each approach (NFP
evaluations and the OvaCue algorithm) in
determining the fertility of each cycle was
evaluated by comparing its identification of fertile
days to the “fertile window” as defined by
research performed at the National Institute of
Environmental Health Sciences (Wilcox 1995).
Wilcox and his colleagues studied 708 cycles
contributed by 221 women, and concluded that,
based on the day of ovulation defined by daily
uLH assays,
“all conceptions resulted from intercourse
that occurred during a six-day interval
ending on the day of ovulation.”
The fertile window defined by the algorithm was
taken to begin on the first day the OvaCue fertility
status was >=3 bars and to end on the day the status returned to 3 bars, after days indicated as
maximum fertility had occurred.
An effort to impose consistency among the
differing NFP reports was made by coding the
descriptors. A numerical code was applied to
descriptions of mucus sensation (0-3) stretchiness
(0-3) type (0-2) color (0-4) and texture (0-4) and
to cervix texture (0-3) os character (0-3) and
position (0-3). The code zero was applied to the
‘least fertile’ descriptor in each category, e.g.,
stretch code 3 indicated a spinn-barkheit of 1” or
more, while 1 indicated ¼” to ½”. a code score of
more than 2 in any mucus category was taken as
an indicator of fertility. The BBT shift was
identified retrospectively as the first day of a
sustained upward shift in BBT.
Results were evaluated against the following
criteria (1) days within the ‘fertile window”
identified as infertile by the method and (2) days
outside the “fertile window” identified as fertile
by the method.
RESULTS
Data were collected from 53 cycles, of which 48
were usable. Four cycles were not included in the
calculations because of incomplete data, and one
cycle was not used because the cycle length was
beyond the definitions of the study. The LH
surge was determined in 33 of the 48 useable
cycles.
Results of OvaCue algorithm-interpreted data
were compared to conclusions made by each of
the NFP methods. For determining the end of the
fertile window, the OvaCue method correlated
most highly with the sympto-thermal method (r =
0.79), and monitoring mucus symptoms (r =
0.74). In all cases the OvaCue method correlated
higher in determining the end of the fertile
window than the beginning (Table 1).
Table 1: Correlation of OvaCue method with NFP methods
| Method |
Fertile Window Start |
Fertile Window End |
| Mucus |
0.58 |
0.74 |
| Sympto-thermal |
0.60 |
0.79 |
The methods were also compared for
effectiveness in determining the beginning and end of the fertile window. The results of that
comparison are shown in Table 2.
Table 2: Comparison of methods in determining the fertile window
| Method |
Fertile Window Start |
Fertile Window End |
| Mucus |
0.63 |
0.77 |
| Sympto-thermal |
0.68 |
0.82 |
| OvaCue |
0.85 |
0.78 |
OvaCue and sympto-thermal data were then
analyzed to determine the number of days in the
fertile window that were interpreted as infertile
(case 1) and the number of days outside the fertile
window that were interpreted as fertile (case 2).
Assuming an avoidance posture, the days in case
1 would be those that could lead to unintended
pregnancy and in case 2 as those where abstinence was recommended erroneously. Percentages were
calculated based on the total number of days in
the fertile window (33 cycles x 6 days in fertile
window = 198 fertility days). Percentages for
Case 2 were not calculated as total cycle days
outside the fertile window for all cycles was not
available. Results of the analysis are in Table 3.
Table 3: Effectiveness of methods for NFP use
| Method |
Case 1 |
% Effective |
Case 2 |
| OvaCue Algorithm |
2 days |
98.99 |
92 days |
| Sympto-Thermal |
25 days |
87.38 |
148 days |
Using an OvaCue conception avoidance protocol
of the first fertility sign (bar = 3) to the last high
fertility (bar = 5), 2 fertile days out of 198 were
mis-identified as infertile. Using sympto-thermal
methods, 25 fertile days were mis-identified as
infertile. In the same cycles, unnecessary
avoidance occurred on 61% more days using
sympto-thermal methods than the OvaCue method
(148 vs. 92).
DISCUSSION
Participants reported that both the OvaCue and
NFP methods were used without difficulty. After
becoming acquainted with the basic menus and
setup procedure of the OvaCue, users reported
finding the OvaCue easy to use and understand.
Oral readings are only required during the
follicular and ovulatory phases of the cycle.
Nevertheless, most subjects preferred developing
the habit of taking an oral reading daily. Subjects
reported that use of the vaginal sensor for a few
days each cycle was not burdensome.
Self-evaluation of fertility signs using NFP
methods is simple, easy-to-learn, and effective.
While sufficient samples for statistical
comparison between methods was not available, it
was observed that many of the more experienced
self-observers abstract the most relevant
components from the NFP method initially
learned. This was an interesting result of not
specifying any particular method for use by these
women. Some omitted BBT; some knew they did
not need to begin observations before a certain
cycle day; many did not use cervical
characteristics; most discontinued observations
once the fertile window had been recognized.
Although NFP methods have long been known to
be effective, there are circumstances when a more
objective means of evaluation is desirable. These
would include women with irregular cycle lengths
and those who incur fertility signs that are not
readily apparent. Objective evaluation would be
beneficial to those beginning NFP practice, and
those desiring additional confidence in using NFP
methods. Additionally, certain couples may find the use of an automated fertility-monitoring
device attractive.
It was determined that because the methods do not
conflict from a procedural standpoint, the OvaCue
could be used in conjunction with NFP methods
without interference.
A benefit of this study has been to define more
closely the protocol for any further investigations
of the OvaCue/OvaGraph. In the future, a series
of studies of which each cohort uses the same
NFP method of self-observation would allow
examination of the NFP method in relation to the
Zetek electrolyte method.
CONCLUSIONS
Correlation among the OvaCue method and
various NFP methods were varied. The closest
relation exists between the Sympto-thermal
method and the OvaCue method, with the
methods being closer in determining the end of
the fertile period and differing more in defining its
end. Correlations of each method with the fertile
window as defined by the LH surge led to the
conclusion that the methods were similarly
effective at determining the end of the fertile
window, but the OvaCue was more effective for
determining the beginning of the fertile window.
Based on the criteria of having no fertile days
identified as infertile, the OvaCue algorithm
correctly processed 46 of 48 cycles (96%). This
result corresponds to conclusions made in earlier
studies (Fernando 198812).
In this study, the OvaCue/OvaGraph algorithm
was effective at identifying the fertile window and
has potential to be used as an adjunctive device in
the learning and use of NFP methods.
Although a limited number of cycles were
evaluated in this study, the initially positive
results warrant a larger study. Goals for a future
study would include further definition of the
protocol for achieving or avoiding conception as
well as to evaluate the efficacy of the automated
method.
Improved data quality can be expected from
coordinating the study participants through a
centralized location. A requirement that
participants use the same NFP method and be
consistent and diligent in charting techniques and
data reporting could also provide methodology
improvements.
In the future, Zetek intends to complete a largescale
study in cooperation with one or more
established NFP teaching centers in order to
define more fully the efficacy and applications of
the Electrolyte Method.
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