bahay/Blog/Could MBTI® be coupled with Spiral Dynamics?

Could MBTI® be coupled with Spiral Dynamics?

We received this question after the publication of articles Simple SDTEST^® Gives Great Possibilities and Mathematical Psychology. The Myers-Briggs Type Indicator (MBTI^®) and Spiral Dynamics are two systems that categorize personality traits and motivational values, respectively. This article is dedicated to answering this question. It will show with a real example how to use the SDTEST^® V.U.C.A. poll designer.

Brief Overviews of the Systems

MBTI^® categorizes personality into 16 types based on preferences across four dichotomies: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. It has been extensively validated and applied in career development, leadership, and team-building.

Spiral Dynamics maps the evolution of motivational value systems in a spectrum of colors or levels, from basic survivalist Beige to holistic-minded Turquoise. It builds on Clare Graves' theory of levels of human existence and has been used extensively in organizational development and coaching. SDTEST^®has 86472 results from 171 countries, results clustered into 7998 unique motivational patterns.

While both systems group people into "types", MBTI^® reflects non-hierarchical preferences while Spiral Dynamics depicts hierarchical development.

Possible Connections Between the Systems

Some relationships could potentially be theorized between MBTI^® types and Spiral levels based on apparent similarities in focus:

Intuitive types (N) may gravitate toward the holistic Yellow and Turquoise levels.
Sensing types (S) match the practical Red and Blue levels.
Thinking types (T) resonate with the objective, logical Orange level.
Feeling types (F) align with the harmonic Green level.

So Intuitive, Feeling types like INFJ could speculatively be associated with later Green and Yellow Spiral levels, while Sensing, Thinking types such as ISTJ fit earlier Blue and Orange levels.

Studying the correlation between Spiral Dynamics developmental stages and MBTI^® personality types could potentially yield some useful insights, but it also has limitations:

Potential benefits:

Seeing relationships between motivational values and personality preferences - e.g., Achiever Orange correlated with Thinking preference
Understanding interactions between developmental level and type - e.g., how INFJs may express differently at different Spiral levels
Explaining tensions within types via value differences - e.g., INTJs driven by power versus achievement
Mapping types/functions to transitional stages - e.g., Intuition in late Orange, Feeling in early Green

Limitations:

Differences in goals and validation of the two systems
Individuals express both multiple values and multifaceted personalities
Correlations may reinforce stereotypes about both frameworks

Intriguing connections may emerge, directly linking MBTI^® types to Spiral Dynamics levels.

The SDTEST^® V.U.C.A. poll designer

The SDTEST^® V.U.C.A. poll designer is as simple as Google Forms. Watch this two-minute video to get acquainted and compare. The main difference of the SDTEST® V.U.C.A. poll designer is the presence of an independent multilingual UI for changing the site language and poll form. If, for example, your primary site language is English, and you do the poll in 6 international UN languages, then you only need to use the language change window for the poll form. If you are doing this work together with colleagues whose primary language is Arabic, Chinese, Spanish, German, French, or other languages, then for their convenience, they can change the language of the site.

Create and share your Poll (MBTI^®)

Now you know the functionality of the Designer, and you can create your own, for example, MBTI^®.

We invite you to look “under the hood” of the poll Psychological Wellbeing (by Carol D. Ryff) we have already created. Developed by psychologist Carol D. Ryff, the 42-item Psychological Wellbeing (PWB) Scale. Source: Ryff, Carol D., Psychological Well-Being Revisited: Advances in Science and Practice, NIH Public Access, Psychother Psychosom, Vol.83, No.1, Pp.31, (2014). Watch the next two-minute video.

Now you need to share the link to your survey, and survey participants choose the language in which they are comfortable answering the questions. Watch the next one-minute video.

Poll results and their analysis

We do not have the results of the MBTI^® poll, so for example, we will use the poll “Psychological Wellbeing (by Carol D. Ryff)“ we used above.

Below you can read an abridged version of the results of our VUCA poll “Psychological Wellbeing (by Carol D. Ryff)“. The full version of the results is available for free in the FAQ section after login or registration.

Sikolohikal na kabutihan

chart Ugnayan

VUCA

Kritikal ang halaga ng ugnayan koepisyent

Normal na pamamahagi, ni William Sealy Gosset (mag -aaral) r = 0.0482

Hindi normal na pamamahagi, ni Spearman r = 0.002

Ipakita lamang ang mga resulta > r = 0.0482

Pamamahagi	Hindi normal	Normal	Hindi normal	Normal	Normal	Normal	Normal	Normal
Lahat ng mga katanungan Lahat ng mga katanungan 1) Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 2) Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 3) Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 4) Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 5) Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 6) Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
1) Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 1	-	Mahina negatibo -0.0553	Mahina positibo 0.0687	Mahina negatibo -0.0363	Mahina positibo 0.0386	Mahina negatibo -0.0496	Mahina negatibo -0.0116	Mahina positibo 0.0467
Answer 2	-	Mahina negatibo -0.0278	Mahina negatibo -0.0285	Mahina positibo 0.0159	Mahina positibo 0.0293	Mahina negatibo -0.0022	Mahina negatibo -0.0285	Mahina positibo 0.0191
Answer 2	-	Mahina positibo 0.0442	Mahina negatibo -0.0283	Mahina positibo 0.0173	Mahina negatibo -0.0327	Mahina positibo 0.0071	Mahina positibo 0.0425	Mahina negatibo -0.0364
Answer 3	-	Mahina positibo 0.0409	Mahina negatibo -0.0147	Mahina positibo 0.0241	Mahina positibo 0.0016	Mahina negatibo -0.0138	Mahina negatibo -0.0542	Mahina positibo 0.0169
Answer 4	-	Mahina negatibo -0.0052	Mahina negatibo -0.0129	Mahina negatibo -0.0128	Mahina negatibo -0.0211	Mahina positibo 0.0746	Mahina positibo 0.0498	Mahina negatibo -0.0724
Answer 5	-	Mahina positibo 0.0607	Mahina negatibo -0.0336	Mahina positibo 0.0387	Mahina negatibo -0.0277	Mahina positibo 0.0104	Mahina negatibo -0.0069	Mahina negatibo -0.0276
Answer 6	-	Mahina positibo 0.0295	Mahina positibo 0.0223	Mahina negatibo -0.0345	Mahina negatibo -0.0619	Mahina positibo 0.0283	Mahina positibo 0.0227	Mahina positibo 0.0085
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 7	-	Mahina positibo 0.0036	Mahina positibo 0.0355	Mahina positibo 0.0281	Mahina negatibo -0.0240	Mahina negatibo -0.0389	Mahina negatibo -0.0868	Mahina positibo 0.0871
Answer 8	-	Mahina negatibo -0.0568	Mahina negatibo -0.0046	Mahina positibo 0.0117	Mahina positibo 0.0467	Mahina negatibo -0.0116	Mahina positibo 0.0092	Mahina negatibo -0.0134
Answer 8	-	Mahina negatibo -0.0465	Mahina negatibo -0.0397	Mahina negatibo -0.0487	Mahina positibo 0.0022	Mahina positibo 0.0136	Mahina positibo 0.0646	Mahina positibo 0.0260
Answer 9	-	Mahina positibo 0.0378	Mahina positibo 0.0279	Mahina positibo 0.0136	Mahina negatibo -0.0015	Mahina negatibo -0.0307	Mahina positibo 0.0136	Mahina negatibo -0.0367
Answer 10	-	Mahina positibo 0.0423	Mahina positibo 0.0012	Mahina negatibo -0.0345	Mahina positibo 0.0154	Mahina positibo 0.0490	Mahina positibo 0.0187	Mahina negatibo -0.0754
Answer 11	-	Mahina positibo 0.0577	Mahina negatibo -0.0357	Mahina positibo 0.0357	Mahina negatibo -0.0584	Mahina positibo 0.0325	Mahina negatibo -0.0026	Mahina negatibo -0.0169
Answer 12	-	Mahina positibo 0.0467	Mahina positibo 0.0235	Mahina negatibo -0.0096	Mahina negatibo -0.0178	Mahina positibo 0.0189	Mahina negatibo -0.0013	Mahina negatibo -0.0350
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 13	-	Mahina positibo 0.0670	Mahina positibo 0.0206	Mahina positibo 0.0379	Mahina negatibo -0.0543	Mahina positibo 0.0436	Mahina negatibo -0.0221	Mahina negatibo -0.0559
Answer 14	-	Mahina positibo 0.0604	Mahina positibo 0.0230	Mahina positibo 0.0406	Mahina positibo 0.0181	Mahina negatibo -0.0170	Mahina negatibo -0.0286	Mahina negatibo -0.0639
Answer 14	-	Mahina negatibo -0.0169	Mahina negatibo -0.0178	Mahina negatibo -0.0368	Mahina positibo 0.0758	Mahina positibo 0.0089	Mahina positibo 0.0233	Mahina negatibo -0.0506
Answer 15	-	Mahina negatibo -0.0182	Mahina positibo 0.0076	Mahina negatibo -0.0354	Mahina negatibo -0.0185	Mahina positibo 0.0054	Mahina negatibo -0.0058	Mahina positibo 0.0527
Answer 16	-	Mahina positibo 0.0208	Mahina positibo 0.0475	Mahina negatibo -0.0280	Mahina negatibo -0.0220	Mahina negatibo -0.0192	Mahina positibo 0.0406	Mahina negatibo -0.0127
Answer 17	-	Mahina negatibo -0.0412	Mahina negatibo -0.0327	Mahina positibo 0.0102	Mahina positibo 0.0142	Mahina negatibo -0.0519	Mahina positibo 0.0295	Mahina positibo 0.0507
Answer 18	-	Mahina negatibo -0.0534	Mahina negatibo -0.0332	Mahina positibo 0.0187	Mahina negatibo -0.0537	Mahina positibo 0.0429	Mahina negatibo -0.0377	Mahina positibo 0.0812
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 19	-	Mahina negatibo -0.0240	Mahina positibo 0.0385	Mahina positibo 0.0122	Mahina negatibo -0.0489	Mahina negatibo -0.0249	Mahina negatibo -0.0356	Mahina positibo 0.0816
Answer 20	-	Mahina negatibo -0.0521	Mahina negatibo -0.0184	Mahina negatibo -0.0088	Mahina positibo 0.0127	Mahina negatibo -0.0079	Mahina positibo 0.0100	Mahina positibo 0.0383
Answer 20	-	Mahina positibo 0.0421	Mahina negatibo -0.0435	Mahina negatibo -0.0055	Mahina positibo 0.0600	Mahina negatibo -0.0200	Mahina positibo 0.0533	Mahina negatibo -0.0787
Answer 21	-	Mahina positibo 0.0162	Mahina positibo 0.0099	Mahina positibo 0.0158	Mahina negatibo -0.0089	Mahina negatibo -0.0142	Mahina negatibo -0.0198	Mahina positibo 0.0081
Answer 22	-	Mahina negatibo -0.0049	Mahina negatibo -0.0169	Mahina negatibo -0.0180	Mahina negatibo -0.0177	Mahina positibo 0.0725	Mahina negatibo -0.0060	Mahina negatibo -0.0181
Answer 23	-	Mahina positibo 0.0582	Mahina positibo 0.0147	Mahina positibo 0.0061	Mahina positibo 0.0010	Mahina positibo 0.0708	Mahina negatibo -0.0093	Mahina negatibo -0.1088
Answer 24	-	Mahina positibo 0.0420	Mahina positibo 0.0414	Mahina negatibo -0.0073	Mahina positibo 0.0017	Mahina negatibo -0.0269	Mahina positibo 0.0029	Mahina negatibo -0.0246
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 25	-	Mahina positibo 0.0839	Mahina positibo 0.0305	Mahina negatibo -0.0126	Mahina negatibo -0.0310	Mahina positibo 0.0447	Mahina negatibo -0.0279	Mahina negatibo -0.0505
Answer 26	-	Mahina positibo 0.0318	Mahina negatibo -0.0153	Mahina positibo 0.0300	Mahina negatibo -0.0606	Mahina positibo 0.0259	Mahina positibo 0.0149	Mahina negatibo -0.0105
Answer 26	-	Mahina negatibo -0.0171	Mahina negatibo -0.0397	Mahina negatibo -0.0020	Mahina negatibo -0.0229	Mahina positibo 0.0360	Mahina negatibo -0.0008	Mahina positibo 0.0222
Answer 27	-	Mahina positibo 0.0318	Mahina positibo 0.0397	Mahina positibo 0.0288	Mahina positibo 0.0103	Mahina negatibo -0.0256	Mahina negatibo -0.0224	Mahina negatibo -0.0386
Answer 28	-	Mahina negatibo -0.0126	Mahina positibo 0.0026	Mahina negatibo -0.0246	Mahina positibo 0.0186	Mahina positibo 0.0400	Mahina negatibo -0.0329	Mahina positibo 0.0002
Answer 29	-	Mahina negatibo -0.0048	Mahina negatibo -0.0285	Mahina negatibo -0.0263	Mahina positibo 0.0044	Mahina negatibo -0.0126	Mahina positibo 0.0563	Mahina positibo 0.0058
Answer 30	-	Mahina negatibo -0.0710	Mahina positibo 0.0271	Mahina positibo 0.0038	Mahina positibo 0.0679	Mahina negatibo -0.0822	Mahina negatibo -0.0069	Mahina positibo 0.0413
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 31	-	Mahina positibo 0.0916	Mahina positibo 0.0315	Mahina negatibo -0.0079	Mahina negatibo -0.0602	Mahina positibo 0.0585	Mahina positibo 0.0077	Mahina negatibo -0.0726
Answer 32	-	Mahina positibo 0.0616	Mahina positibo 0.0246	Mahina positibo 0.0131	Mahina negatibo -0.0161	Mahina positibo 0.0103	Mahina negatibo -0.0071	Mahina negatibo -0.0558
Answer 32	-	Mahina negatibo -0.0556	Mahina negatibo -0.0496	Mahina negatibo -0.0043	Mahina positibo 0.0331	Mahina positibo 0.0504	Mahina negatibo -0.0088	Mahina negatibo -0.0056
Answer 33	-	Mahina positibo 0.0229	Mahina negatibo -0.0083	Mahina positibo 0.0003	Mahina negatibo -0.0166	Mahina negatibo -0.0632	Mahina positibo 0.0233	Mahina positibo 0.0479
Answer 34	-	Mahina negatibo -0.0451	Mahina negatibo -0.0231	Mahina negatibo -0.0095	Mahina positibo 0.0250	Mahina negatibo -0.0191	Mahina positibo 0.0357	Mahina positibo 0.0175
Answer 35	-	Mahina negatibo -0.0433	Mahina negatibo -0.0225	Mahina negatibo -0.0150	Mahina positibo 0.0454	Mahina negatibo -0.0528	Mahina positibo 0.0150	Mahina positibo 0.0504
Answer 36	-	Mahina negatibo -0.0261	Mahina positibo 0.0519	Mahina positibo 0.0203	Mahina negatibo -0.0182	Mahina positibo 0.0029	Mahina negatibo -0.0554	Mahina positibo 0.0268
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 37	-	Mahina negatibo -0.0476	Mahina positibo 0.0314	Mahina positibo 0.0503	Mahina positibo 0.0189	Mahina negatibo -0.0625	Mahina negatibo -0.0749	Mahina positibo 0.0703
Answer 38	-	Mahina negatibo -0.0127	Mahina negatibo -0.0404	Mahina negatibo -0.0274	Mahina positibo 0.0087	Mahina positibo 0.0108	Mahina positibo 0.0746	Mahina negatibo -0.0240
Answer 38	-	Mahina negatibo -0.0061	Mahina positibo 0.0116	Mahina negatibo -0.0287	Mahina negatibo -0.0177	Mahina positibo 0.0455	Mahina positibo 0.0155	Mahina negatibo -0.0188
Answer 39	-	Mahina positibo 0.0518	Mahina negatibo -0.0162	Mahina positibo 0.0124	Mahina negatibo -0.0216	Mahina positibo 0.0138	Mahina positibo 0.0152	Mahina negatibo -0.0357
Answer 40	-	Mahina positibo 0.0314	Mahina negatibo -0.0008	Mahina negatibo -0.0245	Mahina positibo 0.0325	Mahina positibo 0.0061	Mahina positibo 0.0151	Mahina negatibo -0.0468
Answer 41	-	Mahina positibo 0.0353	Mahina positibo 0.0154	Mahina positibo 0.0104	Mahina negatibo -0.0119	Mahina positibo 0.0067	Mahina negatibo -0.0386	Mahina negatibo -0.0046
Answer 42	-	Mahina positibo 0.0390	Mahina positibo 0.0050	Mahina negatibo -0.0224	Mahina negatibo -0.0368	Mahina positibo 0.0311	Mahina negatibo -0.0163	Mahina positibo 0.0098
2) Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 43	-	Mahina negatibo -0.0496	Mahina negatibo -0.0218	Mahina positibo 0.0081	Mahina positibo 0.0765	Mahina negatibo -0.0383	Mahina negatibo -0.1020	Mahina positibo 0.0860
Answer 44	-	Mahina negatibo -0.0017	Mahina negatibo -0.0097	Mahina positibo 0.0047	Mahina negatibo -0.0265	Mahina positibo 0.0052	Mahina positibo 0.0323	Mahina negatibo -0.0026
Answer 44	-	Mahina positibo 0.0247	Mahina negatibo -0.0359	Mahina negatibo -0.0074	Mahina negatibo -0.0159	Mahina negatibo -0.0068	Mahina positibo 0.0904	Mahina negatibo -0.0413
Answer 45	-	Mahina positibo 0.0040	Mahina negatibo -0.0052	Mahina negatibo -0.0110	Mahina negatibo -0.0223	Mahina negatibo -0.0014	Mahina negatibo -0.0116	Mahina positibo 0.0402
Answer 46	-	Mahina positibo 0.0132	Mahina positibo 0.0326	Mahina positibo 0.0116	Mahina negatibo -0.0091	Mahina positibo 0.0198	Mahina negatibo -0.0052	Mahina negatibo -0.0424
Answer 47	-	Mahina positibo 0.0426	Mahina positibo 0.0247	Mahina negatibo -0.0196	Mahina negatibo -0.0106	Mahina positibo 0.0713	Mahina positibo 0.0037	Mahina negatibo -0.0844
Answer 48	-	Mahina positibo 0.0056	Mahina positibo 0.0994	Mahina positibo 0.0085	Mahina negatibo -0.0355	Mahina negatibo -0.0160	Mahina positibo 0.0102	Mahina negatibo -0.0328
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 49	-	Mahina positibo 0.0622	Mahina positibo 0.0838	Mahina positibo 0.0511	Mahina negatibo -0.0790	Mahina positibo 0.0023	Mahina negatibo -0.0341	Mahina negatibo -0.0313
Answer 50	-	Mahina positibo 0.0647	Mahina positibo 0.0330	Mahina negatibo -0.0300	Mahina negatibo -0.0322	Mahina positibo 0.0122	Mahina positibo 0.0695	Mahina negatibo -0.0769
Answer 50	-	Mahina negatibo -0.0099	Mahina negatibo -0.0284	Mahina positibo 0.0141	Mahina positibo 0.0105	Mahina negatibo -0.0004	Mahina positibo 0.0205	Mahina negatibo -0.0136
Answer 51	-	Mahina positibo 0.0155	Mahina negatibo -0.0092	Mahina positibo 0.0005	Mahina negatibo -0.0093	Mahina positibo 0.0028	Mahina negatibo -0.0061	Mahina positibo 0.0062
Answer 52	-	Mahina negatibo -0.0034	Mahina positibo 0.0176	Mahina positibo 0.0019	Mahina positibo 0.0058	Mahina negatibo -0.0045	Mahina negatibo -0.0148	Mahina positibo 0.0019
Answer 53	-	Mahina negatibo -0.0549	Mahina negatibo -0.0764	Mahina negatibo -0.0005	Mahina positibo 0.0036	Mahina positibo 0.0031	Mahina positibo 0.0098	Mahina positibo 0.0697
Answer 54	-	Mahina negatibo -0.0551	Mahina positibo 0.0015	Mahina negatibo -0.0228	Mahina positibo 0.0783	Mahina negatibo -0.0151	Mahina negatibo -0.0589	Mahina positibo 0.0391
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 55	-	Mahina positibo 0.0574	Mahina positibo 0.0891	Mahina positibo 0.0483	Mahina negatibo -0.0795	Mahina negatibo -0.0057	Mahina negatibo -0.0384	Mahina negatibo -0.0179
Answer 56	-	Mahina positibo 0.0129	Mahina positibo 0.0565	Mahina negatibo -0.0106	Mahina negatibo -0.0506	Mahina positibo 0.0301	Mahina positibo 0.0340	Mahina negatibo -0.0436
Answer 56	-	Mahina positibo 0.0522	Mahina negatibo -0.0293	Mahina negatibo -0.0009	Mahina negatibo -0.0183	Mahina positibo 0.0158	Mahina positibo 0.0186	Mahina negatibo -0.0238
Answer 57	-	Mahina positibo 0.0158	Mahina positibo 0.0365	Mahina negatibo -0.0056	Mahina negatibo -0.0078	Mahina negatibo -0.0463	Mahina positibo 0.0279	Mahina negatibo -0.0006
Answer 58	-	Mahina negatibo -0.0534	Mahina negatibo -0.0278	Mahina negatibo -0.0168	Mahina positibo 0.0545	Mahina positibo 0.0112	Mahina positibo 0.0219	Mahina negatibo -0.0167
Answer 59	-	Mahina negatibo -0.0450	Mahina negatibo -0.0553	Mahina positibo 0.0457	Mahina positibo 0.0126	Mahina negatibo -0.0265	Mahina negatibo -0.0205	Mahina positibo 0.0547
Answer 60	-	Mahina negatibo -0.0376	Mahina negatibo -0.0422	Mahina negatibo -0.0514	Mahina positibo 0.0773	Mahina positibo 0.0161	Mahina negatibo -0.0482	Mahina positibo 0.0424
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 61	-	Mahina positibo 0.0074	Mahina negatibo -0.0537	Mahina positibo 0.0025	Mahina negatibo -0.0025	Mahina positibo 0.0100	Mahina negatibo -0.0547	Mahina positibo 0.0647
Answer 62	-	Mahina negatibo -0.0402	Mahina negatibo -0.0642	Mahina positibo 0.0173	Mahina positibo 0.0458	Mahina positibo 0.0027	Mahina negatibo -0.0369	Mahina positibo 0.0365
Answer 62	-	Mahina positibo 0.0125	Mahina positibo 0.0132	Mahina negatibo -0.0180	Mahina negatibo -0.0152	Mahina positibo 0.0103	Mahina positibo 0.0246	Mahina negatibo -0.0172
Answer 63	-	Mahina positibo 0.0540	Mahina positibo 0.0427	Mahina negatibo -0.0227	Mahina negatibo -0.0224	Mahina negatibo -0.0340	Mahina positibo 0.0323	Mahina negatibo -0.0141
Answer 64	-	Mahina negatibo -0.0150	Mahina positibo 0.0234	Mahina negatibo -0.0058	Mahina negatibo -0.0019	Mahina positibo 0.0102	Mahina positibo 0.0562	Mahina negatibo -0.0549
Answer 65	-	Mahina negatibo -0.0040	Mahina positibo 0.0648	Mahina negatibo -0.0064	Mahina positibo 0.0015	Mahina negatibo -0.0077	Mahina positibo 0.0336	Mahina negatibo -0.0554
Answer 66	-	Mahina positibo 0.0072	Mahina positibo 0.0622	Mahina positibo 0.0391	Mahina negatibo -0.0429	Mahina negatibo -0.0054	Mahina negatibo -0.0193	Mahina negatibo -0.0155
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 67	-	Mahina positibo 0.0367	Mahina positibo 0.0434	Mahina positibo 0.0463	Mahina negatibo -0.0707	Mahina negatibo -0.0609	Mahina negatibo -0.0158	Mahina positibo 0.0476
Answer 68	-	Mahina positibo 0.0093	Mahina positibo 0.0591	Mahina positibo 0.0090	Mahina negatibo -0.0506	Mahina negatibo -0.0284	Mahina positibo 0.0140	Mahina positibo 0.0113
Answer 68	-	Mahina positibo 0.0231	Mahina negatibo -0.0348	Mahina positibo 0.0215	Mahina negatibo -0.0785	Mahina positibo 0.0148	Mahina positibo 0.0043	Mahina positibo 0.0499
Answer 69	-	Mahina negatibo -0.0129	Mahina positibo 0.0049	Mahina positibo 0.0063	Mahina negatibo -0.0470	Mahina negatibo -0.0059	Mahina positibo 0.0406	Mahina positibo 0.0169
Answer 70	-	Mahina negatibo -0.0371	Mahina negatibo -0.0120	Mahina positibo 0.0079	Mahina negatibo -0.0003	Mahina positibo 0.0179	Mahina positibo 0.0122	Mahina negatibo -0.0036
Answer 71	-	Mahina negatibo -0.0268	Mahina negatibo -0.0557	Mahina negatibo -0.0510	Mahina positibo 0.0465	Mahina positibo 0.0312	Mahina positibo 0.0573	Mahina negatibo -0.0261
Answer 72	-	Mahina positibo 0.0103	Mahina positibo 0.0066	Mahina negatibo -0.0198	Mahina positibo 0.1488	Mahina positibo 0.0151	Mahina negatibo -0.0986	Mahina negatibo -0.0691
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 73	-	Mahina negatibo -0.0223	Mahina positibo 0.0026	Mahina negatibo -0.0023	Mahina positibo 0.1099	Mahina positibo 0.0071	Mahina negatibo -0.1280	Mahina positibo 0.0082
Answer 74	-	Mahina negatibo -0.0272	Mahina negatibo -0.0456	Mahina positibo 0.0327	Mahina negatibo -0.0177	Mahina negatibo -0.0270	Mahina positibo 0.0610	Mahina positibo 0.0088
Answer 74	-	Mahina negatibo -0.0013	Mahina negatibo -0.0019	Mahina negatibo -0.0292	Mahina negatibo -0.0448	Mahina positibo 0.0158	Mahina positibo 0.0611	Mahina positibo 0.0073
Answer 75	-	Mahina positibo 0.0474	Mahina positibo 0.0127	Mahina negatibo -0.0291	Mahina negatibo -0.0623	Mahina positibo 0.0128	Mahina positibo 0.0257	Mahina positibo 0.0127
Answer 76	-	Mahina positibo 0.0458	Mahina positibo 0.0175	Mahina positibo 0.0405	Mahina negatibo -0.0037	Mahina negatibo -0.0406	Mahina positibo 8.63E-5	Mahina negatibo -0.0329
Answer 77	-	Mahina positibo 0.0331	Mahina positibo 0.0293	Mahina negatibo -0.0241	Mahina negatibo -0.0277	Mahina positibo 0.0278	Mahina positibo 0.0122	Mahina negatibo -0.0292
Answer 78	-	Mahina negatibo -0.0383	Mahina positibo 0.0474	Mahina negatibo -0.0058	Mahina negatibo -0.0332	Mahina positibo 0.0256	Mahina positibo 0.0063	Mahina positibo 0.0012
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 79	-	Mahina positibo 0.0524	Mahina positibo 0.0551	Mahina positibo 0.0266	Mahina negatibo -0.0967	Mahina positibo 0.0105	Mahina positibo 0.0335	Mahina negatibo -0.0327
Answer 80	-	Mahina positibo 0.0132	Mahina positibo 0.0522	Mahina negatibo -8.69E-5	Mahina negatibo -0.0370	Mahina negatibo -0.0047	Mahina positibo 0.0031	Mahina negatibo -0.0045
Answer 80	-	Mahina positibo 0.0475	Mahina negatibo -0.0193	Mahina negatibo -0.0083	Mahina negatibo -0.0326	Mahina positibo 0.0001	Mahina positibo 0.0424	Mahina negatibo -0.0140
Answer 81	-	Mahina negatibo -0.0152	Mahina negatibo -0.0124	Mahina positibo 0.0254	Mahina positibo 0.0089	Mahina negatibo -0.0127	Mahina positibo 0.0134	Mahina negatibo -0.0144
Answer 82	-	Mahina negatibo -0.0053	Mahina negatibo -0.0231	Mahina negatibo -0.0016	Mahina negatibo -0.0037	Mahina negatibo -0.0065	Mahina positibo 0.0337	Mahina positibo 0.0042
Answer 83	-	Mahina negatibo -0.0588	Mahina negatibo -0.0408	Mahina negatibo -0.0086	Mahina positibo 0.0408	Mahina positibo 0.0086	Mahina negatibo -0.0185	Mahina positibo 0.0376
Answer 84	-	Mahina negatibo -0.0304	Mahina negatibo -0.0053	Mahina negatibo -0.0225	Mahina positibo 0.1004	Mahina positibo 0.0032	Mahina negatibo -0.0922	Mahina positibo 0.0168
3) Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 85	-	Mahina negatibo -0.0377	Mahina negatibo -0.1296	Mahina positibo 0.0033	Mahina negatibo -0.0029	Mahina negatibo -0.0384	Mahina negatibo -0.0232	Mahina positibo 0.1615
Answer 86	-	Mahina negatibo -0.0236	Mahina positibo 0.0674	Mahina negatibo -0.0021	Mahina positibo 0.0428	Mahina positibo 0.0260	Mahina positibo 0.0283	Mahina negatibo -0.1169
Answer 86	-	Mahina positibo 0.0730	Mahina positibo 0.0545	Mahina negatibo -0.0130	Mahina negatibo -0.0084	Mahina positibo 0.0442	Mahina positibo 0.0040	Mahina negatibo -0.1039
Answer 87	-	Mahina positibo 0.0363	Mahina positibo 0.0634	Mahina negatibo -0.0079	Mahina negatibo -0.0462	Mahina negatibo -0.0006	Mahina negatibo -0.0038	Mahina negatibo -0.0095
Answer 88	-	Mahina positibo 0.0056	Mahina positibo 0.0649	Mahina positibo 0.0205	Mahina negatibo -0.0131	Mahina negatibo -0.0196	Mahina positibo 0.0138	Mahina negatibo -0.0437
Answer 89	-	Mahina positibo 0.0197	Mahina positibo 0.0087	Mahina negatibo -0.0284	Mahina negatibo -0.0128	Mahina positibo 0.0269	Mahina positibo 0.0255	Mahina negatibo -0.0268
Answer 90	-	Mahina positibo 0.0228	Mahina positibo 0.0418	Mahina positibo 0.0328	Mahina negatibo -0.0360	Mahina negatibo -0.0211	Mahina negatibo -0.0322	Mahina positibo 0.0161
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 91	-	Mahina negatibo -0.0007	Mahina negatibo -0.0009	Mahina positibo 0.0121	Mahina positibo 0.0299	Mahina negatibo -0.0193	Mahina negatibo -0.0093	Mahina negatibo -0.0141
Answer 92	-	Mahina positibo 0.0170	Mahina positibo 0.0220	Mahina negatibo -0.0075	Mahina positibo 0.0218	Mahina positibo 0.0266	Mahina negatibo -0.0328	Mahina negatibo -0.0371
Answer 92	-	Mahina positibo 0.0231	Mahina positibo 0.1210	Mahina negatibo -0.0185	Mahina negatibo -0.0326	Mahina positibo 0.0132	Mahina negatibo -0.0047	Mahina negatibo -0.0524
Answer 93	-	Mahina positibo 0.1142	Mahina positibo 0.0304	Mahina negatibo -0.0373	Mahina negatibo -0.0228	Mahina negatibo -0.0037	Mahina positibo 0.0011	Mahina negatibo -0.0323
Answer 94	-	Mahina positibo 0.0518	Mahina positibo 0.0801	Mahina negatibo -0.0117	Mahina positibo 0.0165	Mahina negatibo -0.0014	Mahina positibo 0.0299	Mahina negatibo -0.1152
Answer 95	-	Mahina negatibo -0.0118	Mahina positibo 0.0507	Mahina negatibo -0.0276	Mahina positibo 0.0180	Mahina positibo 0.0178	Mahina positibo 0.0915	Mahina negatibo -0.1114
Answer 96	-	Mahina negatibo -0.0769	Mahina negatibo -0.1321	Mahina positibo 0.0425	Mahina negatibo -0.0248	Mahina negatibo -0.0142	Mahina negatibo -0.0586	Mahina positibo 0.1832
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 97	-	Mahina positibo 0.0571	Mahina positibo 0.0567	Mahina positibo 0.0249	Mahina negatibo -0.0385	Mahina negatibo -0.0084	Mahina negatibo -0.0318	Mahina negatibo -0.0188
Answer 98	-	Mahina positibo 0.0218	Mahina positibo 0.0457	Mahina positibo 0.0242	Mahina negatibo -0.0329	Mahina negatibo -0.0095	Mahina negatibo -0.0211	Mahina negatibo -0.0026
Answer 98	-	Mahina positibo 0.0149	Mahina positibo 0.0862	Mahina positibo 0.0003	Mahina negatibo -0.0261	Mahina positibo 0.0142	Mahina positibo 0.0250	Mahina negatibo -0.0744
Answer 99	-	Mahina positibo 0.1033	Mahina positibo 0.0296	Mahina negatibo -0.0235	Mahina negatibo -0.0152	Mahina positibo 0.0234	Mahina negatibo -0.0326	Mahina negatibo -0.0459
Answer 100	-	Mahina positibo 0.0689	Mahina positibo 0.0641	Mahina negatibo -0.0276	Mahina negatibo -0.0215	Mahina positibo 0.0200	Mahina positibo 0.0075	Mahina negatibo -0.0659
Answer 101	-	Mahina negatibo -0.0045	Mahina negatibo -0.0228	Mahina negatibo -0.0238	Mahina negatibo -0.0588	Mahina positibo 0.0249	Mahina positibo 0.0740	Mahina positibo 0.0080
Answer 102	-	Mahina negatibo -0.1146	Mahina negatibo -0.1029	Mahina positibo 0.0246	Mahina positibo 0.0977	Mahina negatibo -0.0392	Mahina negatibo -0.0340	Mahina positibo 0.0884
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 103	-	Mahina negatibo -0.0585	Mahina negatibo -0.0710	Mahina negatibo -0.0154	Mahina negatibo -0.0219	Mahina negatibo -0.0177	Mahina negatibo -0.0203	Mahina positibo 0.1508
Answer 104	-	Mahina negatibo -0.0119	Mahina positibo 0.0237	Mahina negatibo -0.0225	Mahina positibo 0.0502	Mahina positibo 0.0040	Mahina positibo 0.0244	Mahina negatibo -0.0598
Answer 104	-	Mahina positibo 0.0248	Mahina positibo 0.0282	Mahina negatibo -0.0121	Mahina positibo 0.0056	Mahina positibo 0.0763	Mahina positibo 0.0116	Mahina negatibo -0.1128
Answer 105	-	Mahina positibo 0.0772	Mahina positibo 0.0457	Mahina positibo 0.0117	Mahina negatibo -0.0124	Mahina negatibo -0.0238	Mahina negatibo -0.0105	Mahina negatibo -0.0458
Answer 106	-	Mahina positibo 0.0246	Mahina positibo 0.0291	Mahina positibo 0.0407	Mahina negatibo -0.0264	Mahina negatibo -0.0054	Mahina negatibo -0.0056	Mahina negatibo -0.0332
Answer 107	-	Mahina positibo 0.0224	Mahina positibo 0.0508	Mahina positibo 0.0461	Mahina negatibo -0.0124	Mahina negatibo -0.0579	Mahina positibo 0.0431	Mahina negatibo -0.0555
Answer 108	-	Mahina positibo 0.0583	Mahina negatibo -0.0023	Mahina positibo 0.0673	Mahina negatibo -0.0445	Mahina negatibo -0.0038	Mahina negatibo -0.0463	Mahina negatibo -0.0074
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 109	-	Mahina positibo 0.0554	Mahina positibo 0.0923	Mahina positibo 0.0477	Mahina negatibo -0.0372	Mahina negatibo -0.0160	Mahina negatibo -0.0222	Mahina negatibo -0.0627
Answer 110	-	Mahina positibo 0.0227	Mahina positibo 0.0116	Mahina positibo 0.0496	Mahina positibo 0.0102	Mahina negatibo -0.0230	Mahina negatibo -0.0399	Mahina negatibo -0.0201
Answer 110	-	Mahina positibo 0.0539	Mahina positibo 0.0624	Mahina negatibo -0.0024	Mahina positibo 0.0117	Mahina positibo 0.0460	Mahina positibo 0.0235	Mahina negatibo -0.1499
Answer 111	-	Mahina positibo 0.0291	Mahina positibo 0.0219	Mahina negatibo -0.0188	Mahina negatibo -0.0337	Mahina positibo 0.0058	Mahina positibo 0.0373	Mahina negatibo -0.0160
Answer 112	-	Mahina positibo 0.0530	Mahina positibo 0.0187	Mahina negatibo -0.0540	Mahina negatibo -0.0031	Mahina positibo 0.0077	Mahina positibo 0.0497	Mahina negatibo -0.0451
Answer 113	-	Mahina negatibo -0.0565	Mahina negatibo -0.0802	Mahina positibo 0.0092	Mahina negatibo -0.0017	Mahina positibo 0.0255	Mahina positibo 0.0121	Mahina positibo 0.0446
Answer 114	-	Mahina negatibo -0.0905	Mahina negatibo -0.0607	Mahina negatibo -0.0183	Mahina positibo 0.0314	Mahina negatibo -0.0441	Mahina negatibo -0.0485	Mahina positibo 0.1644
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 115	-	Mahina positibo 0.0288	Mahina positibo 0.0286	Mahina positibo 0.0037	Mahina negatibo -0.0278	Mahina negatibo -0.0027	Mahina negatibo -0.0055	Mahina negatibo -0.0041
Answer 116	-	Mahina positibo 0.0561	Mahina positibo 0.0886	Mahina negatibo -0.0076	Mahina negatibo -0.0144	Mahina positibo 0.0225	Mahina negatibo -0.0219	Mahina negatibo -0.0766
Answer 116	-	Mahina positibo 0.0229	Mahina positibo 0.0365	Mahina positibo 0.0050	Mahina positibo 0.0158	Mahina negatibo -0.0154	Mahina positibo 0.0221	Mahina negatibo -0.0633
Answer 117	-	Mahina positibo 0.0590	Mahina positibo 0.0502	Mahina negatibo -0.0110	Mahina negatibo -0.0167	Mahina negatibo -0.0040	Mahina negatibo -0.0131	Mahina negatibo -0.0291
Answer 118	-	Mahina positibo 0.0184	Mahina positibo 0.0096	Mahina positibo 0.0191	Mahina negatibo -0.0149	Mahina negatibo -0.0417	Mahina positibo 0.0467	Mahina negatibo -0.0189
Answer 119	-	Mahina negatibo -0.0533	Mahina negatibo -0.0391	Mahina negatibo -0.0560	Mahina positibo 0.0351	Mahina positibo 0.0423	Mahina positibo 0.1078	Mahina negatibo -0.0574
Answer 120	-	Mahina negatibo -0.0462	Mahina negatibo -0.0684	Mahina positibo 0.0365	Mahina positibo 0.0029	Mahina negatibo -0.0108	Mahina negatibo -0.0942	Mahina positibo 0.1287
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 121	-	Mahina negatibo -0.0754	Mahina negatibo -0.0716	Mahina positibo 0.0337	Mahina negatibo -0.0340	Mahina negatibo -0.0167	Mahina negatibo -0.0553	Mahina positibo 0.1615
Answer 122	-	Mahina positibo 0.0018	Mahina negatibo -0.0187	Mahina positibo 8.77E-6	Mahina positibo 0.0148	Mahina negatibo -5.42E-5	Mahina positibo 0.0300	Mahina negatibo -0.0339
Answer 122	-	Mahina positibo 0.0525	Mahina positibo 0.0758	Mahina negatibo -0.0450	Mahina positibo 0.0493	Mahina negatibo -0.0050	Mahina positibo 0.0474	Mahina negatibo -0.1233
Answer 123	-	Mahina positibo 0.0512	Mahina positibo 0.0308	Mahina negatibo -0.0105	Mahina negatibo -0.0079	Mahina positibo 0.0130	Mahina positibo 0.0111	Mahina negatibo -0.0557
Answer 124	-	Mahina positibo 0.0119	Mahina positibo 0.0104	Mahina positibo 0.0084	Mahina positibo 0.0381	Mahina positibo 0.0173	Mahina positibo 0.0191	Mahina negatibo -0.0918
Answer 125	-	Mahina positibo 0.0167	Mahina positibo 0.0644	Mahina negatibo -0.0289	Mahina negatibo -0.0316	Mahina positibo 0.0490	Mahina negatibo -0.0044	Mahina negatibo -0.0378
Answer 126	-	Mahina positibo 0.0559	Mahina positibo 0.0379	Mahina positibo 0.0095	Mahina negatibo -0.0176	Mahina negatibo -0.0195	Mahina negatibo -0.0232	Mahina negatibo -0.0101
4) Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 127	-	Mahina positibo 0.0175	Mahina negatibo -0.0792	Mahina negatibo -0.0054	Mahina positibo 0.0080	Mahina positibo 0.0219	Mahina negatibo -0.0612	Mahina positibo 0.0678
Answer 128	-	Mahina negatibo -0.0652	Mahina negatibo -0.0716	Mahina negatibo -0.0374	Mahina negatibo -0.0039	Mahina positibo 0.0725	Mahina positibo 0.0188	Mahina positibo 0.0364
Answer 128	-	Mahina negatibo -0.0334	Mahina positibo 0.0627	Mahina positibo 0.0060	Mahina positibo 0.0143	Mahina negatibo -0.0054	Mahina positibo 0.0403	Mahina negatibo -0.0679
Answer 129	-	Mahina positibo 0.0805	Mahina positibo 0.0624	Mahina negatibo -0.0236	Mahina negatibo -0.0054	Mahina negatibo -0.0576	Mahina positibo 0.0147	Mahina negatibo -0.0221
Answer 130	-	Mahina positibo 0.0430	Mahina positibo 0.0748	Mahina positibo 0.0518	Mahina negatibo -0.0224	Mahina negatibo -0.0541	Mahina positibo 0.0344	Mahina negatibo -0.0739
Answer 131	-	Mahina positibo 0.0376	Mahina positibo 0.0611	Mahina positibo 0.0703	Mahina negatibo -0.0130	Mahina negatibo -0.0889	Mahina negatibo -0.0100	Mahina negatibo -0.0169
Answer 132	-	Mahina positibo 0.0015	Mahina positibo 0.0978	Mahina positibo 0.0399	Mahina positibo 0.0028	Mahina negatibo -0.0468	Mahina negatibo -0.0189	Mahina negatibo -0.0377
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 133	-	Mahina positibo 0.0361	Mahina negatibo -0.0355	Mahina positibo 0.0290	Mahina positibo 0.0151	Mahina positibo 0.0354	Mahina negatibo -0.0961	Mahina positibo 0.0101
Answer 134	-	Mahina negatibo -0.0333	Mahina negatibo -0.0526	Mahina negatibo -0.0447	Mahina positibo 0.0009	Mahina positibo 0.0519	Mahina positibo 0.0153	Mahina positibo 0.0261
Answer 134	-	Mahina positibo 0.0073	Mahina negatibo -0.0375	Mahina negatibo -0.0320	Mahina negatibo -0.0118	Mahina positibo 0.0192	Mahina positibo 0.0529	Mahina negatibo -0.0054
Answer 135	-	Mahina positibo 0.0009	Mahina positibo 0.0415	Mahina positibo 0.0077	Mahina negatibo -0.0122	Mahina negatibo -0.0600	Mahina positibo 0.0413	Mahina negatibo -0.0015
Answer 136	-	Mahina positibo 0.0151	Mahina positibo 0.0750	Mahina positibo 0.0321	Mahina negatibo -0.0094	Mahina negatibo -0.0419	Mahina positibo 0.0138	Mahina negatibo -0.0444
Answer 137	-	Mahina negatibo -0.0160	Mahina positibo 0.0932	Mahina positibo 0.0317	Mahina positibo 0.0230	Mahina negatibo -0.0773	Mahina negatibo -0.0077	Mahina negatibo -0.0151
Answer 138	-	Mahina negatibo -0.0312	Mahina positibo 0.0509	Mahina positibo 0.0308	Mahina negatibo -0.0104	Mahina negatibo -0.0354	Mahina positibo 0.0138	Mahina negatibo -0.0074
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 139	-	Mahina positibo 0.0353	Mahina positibo 0.0709	Mahina positibo 0.0380	Mahina negatibo -0.0037	Mahina negatibo -0.0514	Mahina negatibo -0.0414	Mahina negatibo -0.0133
Answer 140	-	Mahina positibo 0.0192	Mahina positibo 0.0954	Mahina positibo 0.0259	Mahina positibo 0.0061	Mahina negatibo -0.0478	Mahina positibo 0.0018	Mahina negatibo -0.0604
Answer 140	-	Mahina negatibo -0.0089	Mahina positibo 0.0169	Mahina positibo 0.0043	Mahina positibo 0.0186	Mahina positibo 0.0242	Mahina positibo 0.0099	Mahina negatibo -0.0587
Answer 141	-	Mahina positibo 0.0395	Mahina negatibo -0.0053	Mahina positibo 0.0010	Mahina negatibo -0.0381	Mahina negatibo -0.0023	Mahina positibo 0.0027	Mahina positibo 0.0168
Answer 142	-	Mahina negatibo -0.0115	Mahina negatibo -0.0017	Mahina negatibo -0.0300	Mahina negatibo -0.0134	Mahina positibo 0.0296	Mahina positibo 0.0610	Mahina negatibo -0.0307
Answer 143	-	Mahina negatibo -0.0022	Mahina negatibo -0.0453	Mahina positibo 0.0136	Mahina negatibo -0.0386	Mahina positibo 0.0094	Mahina positibo 0.0207	Mahina positibo 0.0306
Answer 144	-	Mahina negatibo -0.0473	Mahina negatibo -0.0903	Mahina negatibo -0.0414	Mahina positibo 0.0512	Mahina positibo 0.0271	Mahina negatibo -0.0422	Mahina positibo 0.0827
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 145	-	Mahina positibo 0.0187	Mahina positibo 0.0877	Mahina positibo 0.0225	Mahina negatibo -0.0771	Mahina negatibo -0.0112	Mahina negatibo -0.0133	Mahina positibo 0.0094
Answer 146	-	Mahina positibo 0.0348	Mahina negatibo -0.0040	Mahina positibo 0.0092	Mahina negatibo -0.0821	Mahina positibo 0.0166	Mahina negatibo -0.0045	Mahina positibo 0.0393
Answer 146	-	Mahina positibo 0.0251	Mahina positibo 0.0393	Mahina negatibo -0.0113	Mahina negatibo -0.0789	Mahina positibo 0.0219	Mahina positibo 0.0462	Mahina negatibo -0.0146
Answer 147	-	Mahina positibo 0.0641	Mahina negatibo -0.0126	Mahina positibo 0.0132	Mahina negatibo -0.0624	Mahina negatibo -0.0021	Mahina positibo 0.0035	Mahina positibo 0.0179
Answer 148	-	Mahina positibo 0.0034	Mahina negatibo -0.0190	Mahina negatibo -0.0241	Mahina positibo 0.0232	Mahina positibo 0.0111	Mahina positibo 0.0217	Mahina negatibo -0.0193
Answer 149	-	Mahina positibo 0.0045	Mahina negatibo -0.0217	Mahina negatibo -0.0198	Mahina positibo 0.0145	Mahina negatibo -0.0269	Mahina positibo 0.0528	Mahina negatibo -0.0043
Answer 150	-	Mahina negatibo -0.0944	Mahina negatibo -0.0321	Mahina positibo 0.0118	Mahina positibo 0.1572	Mahina negatibo -0.0017	Mahina negatibo -0.0784	Mahina negatibo -0.0166
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 151	-	Mahina positibo 0.0053	Mahina negatibo -0.0549	Mahina negatibo -0.0142	Mahina positibo 0.0199	Mahina positibo 0.0682	Mahina negatibo -0.0442	Mahina negatibo -0.0032
Answer 152	-	Mahina negatibo -0.0218	Mahina negatibo -0.0372	Mahina positibo 0.0067	Mahina positibo 0.0125	Mahina negatibo -0.0196	Mahina positibo 0.0389	Mahina positibo 0.0048
Answer 152	-	Mahina negatibo -0.0091	Mahina positibo 0.0449	Mahina negatibo -0.0097	Mahina negatibo -0.0225	Mahina negatibo -0.0227	Mahina positibo 0.0542	Mahina negatibo -0.0169
Answer 153	-	Mahina positibo 0.0301	Mahina positibo 0.0425	Mahina positibo 0.0048	Mahina positibo 0.0004	Mahina negatibo -0.0536	Mahina negatibo -0.0164	Mahina positibo 0.0153
Answer 154	-	Mahina positibo 0.0181	Mahina positibo 0.0042	Mahina negatibo -0.0179	Mahina negatibo -0.0408	Mahina positibo 0.0248	Mahina negatibo -0.0006	Mahina positibo 0.0164
Answer 155	-	Mahina negatibo -0.0147	Mahina positibo 0.0946	Mahina positibo 0.0136	Mahina positibo 0.0273	Mahina positibo 0.0040	Mahina negatibo -0.0484	Mahina negatibo -0.0524
Answer 156	-	Mahina positibo 0.0130	Mahina positibo 0.0235	Mahina positibo 0.0423	Mahina negatibo -0.0456	Mahina negatibo -0.0635	Mahina positibo 0.0035	Mahina positibo 0.0448
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 157	-	Mahina positibo 0.0678	Mahina positibo 0.0834	Mahina positibo 0.0058	Mahina negatibo -0.0407	Mahina positibo 0.0396	Mahina negatibo -0.0459	Mahina negatibo -0.0610
Answer 158	-	Mahina positibo 0.0100	Mahina positibo 0.0225	Mahina positibo 0.0239	Mahina negatibo -0.0539	Mahina negatibo -0.0129	Mahina positibo 0.0544	Mahina negatibo -0.0237
Answer 158	-	Mahina positibo 0.0229	Mahina negatibo -0.0376	Mahina negatibo -0.0448	Mahina positibo 0.0079	Mahina negatibo -0.0221	Mahina positibo 0.0719	Mahina positibo 0.0048
Answer 159	-	Mahina positibo 1.38E-6	Mahina positibo 0.0412	Mahina positibo 0.0061	Mahina negatibo -0.0212	Mahina negatibo -0.0476	Mahina positibo 0.0087	Mahina positibo 0.0257
Answer 160	-	Mahina negatibo -0.0016	Mahina negatibo -0.0023	Mahina positibo 0.0070	Mahina negatibo -0.0322	Mahina positibo 0.0050	Mahina positibo 0.0652	Mahina negatibo -0.0308
Answer 161	-	Mahina negatibo -0.0073	Mahina negatibo -0.0340	Mahina positibo 0.0046	Mahina positibo 0.0217	Mahina positibo 0.0306	Mahina negatibo -0.0242	Mahina negatibo -0.0075
Answer 162	-	Mahina negatibo -0.0666	Mahina negatibo -0.0485	Mahina negatibo -0.0012	Mahina positibo 0.0775	Mahina positibo 1.73E-6	Mahina negatibo -0.0799	Mahina positibo 0.0647
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 163	-	Mahina positibo 0.0103	Mahina negatibo -0.0642	Mahina negatibo -0.0325	Mahina positibo 0.0259	Mahina positibo 0.0695	Mahina negatibo -0.0652	Mahina positibo 0.0247
Answer 164	-	Mahina negatibo -0.0346	Mahina negatibo -0.0156	Mahina positibo 0.0100	Mahina positibo 0.0058	Mahina negatibo -0.0157	Mahina positibo 0.0684	Mahina negatibo -0.0233
Answer 164	-	Mahina negatibo -0.0296	Mahina positibo 0.0259	Mahina positibo 0.0268	Mahina negatibo -0.0140	Mahina negatibo -0.0364	Mahina positibo 0.0434	Mahina negatibo -0.0109
Answer 165	-	Mahina positibo 0.0629	Mahina positibo 0.0757	Mahina positibo 0.0075	Mahina negatibo -0.0125	Mahina negatibo -0.0596	Mahina negatibo -0.0145	Mahina negatibo -0.0152
Answer 166	-	Mahina positibo 0.0055	Mahina positibo 0.0351	Mahina negatibo -0.0280	Mahina negatibo -0.0154	Mahina negatibo -0.0040	Mahina positibo 0.0324	Mahina negatibo -0.0090
Answer 167	-	Mahina positibo 0.0167	Mahina positibo 0.0386	Mahina positibo 0.0049	Mahina negatibo -0.0041	Mahina negatibo -0.0067	Mahina negatibo -0.0468	Mahina positibo 0.0127
Answer 168	-	Mahina positibo 0.0026	Mahina positibo 0.0220	Mahina positibo 0.0518	Mahina negatibo -0.0450	Mahina negatibo -0.0216	Mahina negatibo -0.0278	Mahina positibo 0.0289
5) Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 169	-	Mahina negatibo -0.0459	Mahina negatibo -0.0362	Mahina positibo 0.0291	Mahina positibo 0.1872	Mahina negatibo -0.0591	Mahina negatibo -0.1342	Mahina positibo 0.0131
Answer 170	-	Mahina negatibo -0.0007	Mahina negatibo -0.0089	Mahina negatibo -0.0322	Mahina negatibo -0.0454	Mahina positibo 0.0186	Mahina positibo 0.0715	Mahina positibo 0.0031
Answer 170	-	Mahina positibo 0.0182	Mahina negatibo -0.0215	Mahina positibo 0.0211	Mahina negatibo -0.1185	Mahina positibo 0.0733	Mahina positibo 0.0534	Mahina negatibo -0.0177
Answer 171	-	Mahina positibo 0.0633	Mahina positibo 0.0646	Mahina negatibo -0.0338	Mahina negatibo -0.0855	Mahina negatibo -0.0120	Mahina positibo 0.0325	Mahina positibo 0.0160
Answer 172	-	Mahina positibo 0.0065	Mahina positibo 0.0034	Mahina positibo 0.0089	Mahina negatibo -0.0481	Mahina negatibo -0.0150	Mahina positibo 0.0500	Mahina positibo 0.0022
Answer 173	-	Mahina negatibo -0.0093	Mahina positibo 0.0121	Mahina negatibo -0.0189	Mahina negatibo -0.0135	Mahina positibo 0.0367	Mahina positibo 0.0142	Mahina negatibo -0.0170
Answer 174	-	Mahina positibo 0.0311	Mahina positibo 0.1173	Mahina positibo 0.0135	Mahina negatibo -0.0540	Mahina negatibo -0.0202	Mahina positibo 0.0038	Mahina negatibo -0.0379
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 175	-	Mahina positibo 0.0733	Mahina positibo 0.0557	Mahina negatibo -0.0163	Mahina negatibo -0.1154	Mahina positibo 0.0239	Mahina positibo 0.0005	Mahina positibo 0.0230
Answer 176	-	Mahina positibo 0.0742	Mahina positibo 0.0412	Mahina negatibo -0.0193	Mahina negatibo -0.1658	Mahina positibo 0.0235	Mahina positibo 0.0082	Mahina positibo 0.0768
Answer 176	-	Mahina negatibo -0.0072	Mahina negatibo -0.0222	Mahina negatibo -0.0130	Mahina negatibo -0.0607	Mahina positibo 0.0339	Mahina positibo 0.0332	Mahina positibo 0.0278
Answer 177	-	Mahina positibo 0.0116	Mahina positibo 0.0084	Mahina negatibo -0.0119	Mahina negatibo -0.0258	Mahina negatibo -0.0276	Mahina positibo 0.0054	Mahina positibo 0.0463
Answer 178	-	Mahina positibo 0.0003	Mahina negatibo -0.0132	Mahina negatibo -0.0191	Mahina positibo 0.0120	Mahina positibo 0.0091	Mahina positibo 0.0530	Mahina negatibo -0.0419
Answer 179	-	Mahina negatibo -0.0450	Mahina negatibo -0.0811	Mahina positibo 0.0043	Mahina positibo 0.0406	Mahina positibo 0.0043	Mahina positibo 0.0392	Mahina negatibo -0.0002
Answer 180	-	Mahina negatibo -0.0464	Mahina positibo 0.0361	Mahina positibo 0.0467	Mahina positibo 0.1753	Mahina negatibo -0.0429	Mahina negatibo -0.1038	Mahina negatibo -0.0774
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 181	-	Mahina negatibo -0.0426	Mahina negatibo -0.0549	Mahina positibo 0.0731	Mahina positibo 0.1062	Mahina negatibo -0.0487	Mahina negatibo -0.1354	Mahina positibo 0.0545
Answer 182	-	Mahina negatibo -0.0420	Mahina negatibo -0.0102	Mahina negatibo -0.0214	Mahina positibo 0.0258	Mahina negatibo -0.0193	Mahina positibo 0.0490	Mahina positibo 0.0045
Answer 182	-	Mahina positibo 0.0236	Mahina positibo 0.0062	Mahina negatibo -0.0201	Mahina negatibo -0.0892	Mahina positibo 0.0424	Mahina positibo 0.0429	Mahina positibo 0.0075
Answer 183	-	Mahina positibo 0.0551	Mahina positibo 0.0555	Mahina negatibo -0.0668	Mahina negatibo -0.0251	Mahina positibo 0.0225	Mahina positibo 0.0052	Mahina negatibo -0.0135
Answer 184	-	Mahina positibo 0.0453	Mahina positibo 0.0317	Mahina negatibo -0.0025	Mahina negatibo -0.0486	Mahina positibo 0.0266	Mahina positibo 0.0504	Mahina negatibo -0.0672
Answer 185	-	Mahina positibo 0.0159	Mahina positibo 0.0167	Mahina positibo 0.0036	Mahina negatibo -0.0194	Mahina positibo 0.0136	Mahina positibo 0.0444	Mahina negatibo -0.0526
Answer 186	-	Mahina positibo 0.0247	Mahina positibo 0.0261	Mahina negatibo -0.0102	Mahina negatibo -0.0678	Mahina positibo 0.0212	Mahina positibo 0.0496	Mahina negatibo -0.0193
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 187	-	Mahina negatibo -0.0605	Mahina negatibo -0.0533	Mahina positibo 0.0874	Mahina positibo 0.1330	Mahina negatibo -0.0471	Mahina negatibo -0.0914	Mahina negatibo -0.0127
Answer 188	-	Mahina negatibo -0.0209	Mahina positibo 0.0220	Mahina negatibo -0.0430	Mahina negatibo -0.0195	Mahina negatibo -0.0067	Mahina positibo 0.0327	Mahina positibo 0.0350
Answer 188	-	Mahina positibo 0.0015	Mahina positibo 0.0080	Mahina positibo 0.0015	Mahina positibo 0.0003	Mahina negatibo -0.0078	Mahina positibo 0.0327	Mahina negatibo -0.0249
Answer 189	-	Mahina positibo 0.0622	Mahina positibo 0.0245	Mahina negatibo -0.0363	Mahina negatibo -0.0758	Mahina positibo 0.0348	Mahina positibo 0.0044	Mahina positibo 0.0117
Answer 190	-	Mahina positibo 0.0441	Mahina positibo 0.0107	Mahina positibo 0.0064	Mahina negatibo -0.1003	Mahina positibo 0.0364	Mahina positibo 0.0532	Mahina negatibo -0.0253
Answer 191	-	Mahina positibo 0.0111	Mahina negatibo -0.0135	Mahina negatibo -0.0412	Mahina negatibo -0.0044	Mahina positibo 0.0337	Mahina positibo 0.0278	Mahina negatibo -0.0117
Answer 192	-	Mahina positibo 0.0195	Mahina positibo 0.0332	Mahina negatibo -0.0296	Mahina negatibo -0.0292	Mahina positibo 0.0010	Mahina negatibo -0.0046	Mahina positibo 0.0252
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 193	-	Mahina positibo 0.0482	Mahina positibo 0.0822	Mahina positibo 0.0144	Mahina negatibo -0.0628	Mahina positibo 0.0006	Mahina negatibo -0.0036	Mahina negatibo -0.0293
Answer 194	-	Mahina positibo 0.0879	Mahina positibo 0.0443	Mahina negatibo -0.0011	Mahina negatibo -0.0536	Mahina positibo 0.0339	Mahina negatibo -0.0047	Mahina negatibo -0.0577
Answer 194	-	Mahina negatibo -0.0277	Mahina negatibo -0.0032	Mahina negatibo -0.0372	Mahina negatibo -0.0326	Mahina positibo 0.0419	Mahina positibo 0.0515	Mahina positibo 0.0036
Answer 195	-	Mahina positibo 0.0027	Mahina positibo 0.0307	Mahina negatibo -0.0023	Mahina negatibo -0.0026	Mahina negatibo -0.0226	Mahina positibo 0.0342	Mahina negatibo -0.0250
Answer 196	-	Mahina positibo 0.0079	Mahina negatibo -0.0173	Mahina negatibo -0.0105	Mahina negatibo -0.0135	Mahina negatibo -0.0408	Mahina positibo 0.0381	Mahina positibo 0.0329
Answer 197	-	Mahina negatibo -0.0237	Mahina negatibo -0.0482	Mahina negatibo -0.0071	Mahina positibo 0.0339	Mahina positibo 0.0229	Mahina positibo 0.0314	Mahina negatibo -0.0282
Answer 198	-	Mahina negatibo -0.0567	Mahina negatibo -0.0430	Mahina positibo 0.0330	Mahina positibo 0.0782	Mahina negatibo -0.0346	Mahina negatibo -0.1025	Mahina positibo 0.0741
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 199	-	Mahina positibo 0.0213	Mahina positibo 0.0325	Mahina positibo 0.0209	Mahina negatibo -0.0282	Mahina negatibo -0.0134	Mahina negatibo -0.0101	Mahina negatibo -0.0046
Answer 200	-	Mahina negatibo -0.0009	Mahina positibo 0.0343	Mahina positibo 0.0025	Mahina negatibo -0.0045	Mahina negatibo -0.0265	Mahina negatibo -0.0113	Mahina positibo 0.0145
Answer 200	-	Mahina positibo 0.0097	Mahina negatibo -0.0439	Mahina positibo 0.0084	Mahina negatibo -0.0385	Mahina negatibo -0.0152	Mahina negatibo -0.0029	Mahina positibo 0.0717
Answer 201	-	Mahina positibo 0.0229	Mahina positibo 0.0665	Mahina positibo 0.0318	Mahina negatibo -0.0048	Mahina negatibo -0.0098	Mahina negatibo -0.0401	Mahina negatibo -0.0352
Answer 202	-	Mahina negatibo -0.0177	Mahina positibo 0.0454	Mahina negatibo -0.0478	Mahina negatibo -0.0003	Mahina positibo 0.0068	Mahina positibo 0.0563	Mahina negatibo -0.0292
Answer 203	-	Mahina negatibo -0.0435	Mahina negatibo -0.0350	Mahina negatibo -0.0365	Mahina positibo 0.0217	Mahina positibo 0.0530	Mahina positibo 0.0253	Mahina negatibo -0.0123
Answer 204	-	Mahina positibo 0.0137	Mahina negatibo -0.0473	Mahina positibo 0.0181	Mahina positibo 0.0214	Mahina negatibo -0.0091	Mahina negatibo -0.0123	Mahina positibo 0.0030
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 205	-	Mahina negatibo -0.0061	Mahina positibo 0.0878	Mahina positibo 0.0397	Mahina negatibo -0.0155	Mahina negatibo -0.0028	Mahina negatibo -0.0137	Mahina negatibo -0.0569
Answer 206	-	Mahina positibo 0.0898	Mahina negatibo -0.0063	Mahina positibo 0.0239	Mahina negatibo -0.0219	Mahina negatibo -0.0259	Mahina positibo 0.0269	Mahina negatibo -0.0491
Answer 206	-	Mahina negatibo -0.0101	Mahina positibo 0.0256	Mahina negatibo -0.0252	Mahina negatibo -0.0029	Mahina positibo 0.0492	Mahina positibo 0.0446	Mahina negatibo -0.0697
Answer 207	-	Mahina positibo 0.0341	Mahina positibo 0.0339	Mahina negatibo -0.0356	Mahina negatibo -0.0291	Mahina negatibo -0.0599	Mahina positibo 0.0327	Mahina positibo 0.0453
Answer 208	-	Mahina negatibo -0.0419	Mahina negatibo -0.0012	Mahina negatibo -0.0509	Mahina positibo 0.0355	Mahina positibo 0.0349	Mahina positibo 0.0146	Mahina negatibo -0.0077
Answer 209	-	Mahina negatibo -0.0470	Mahina negatibo -0.0777	Mahina positibo 0.0198	Mahina negatibo -0.0179	Mahina positibo 0.0176	Mahina negatibo -0.0093	Mahina positibo 0.0693
Answer 210	-	Mahina negatibo -0.0170	Mahina negatibo -0.0308	Mahina positibo 0.0239	Mahina positibo 0.0423	Mahina negatibo -0.0144	Mahina negatibo -0.0799	Mahina positibo 0.0492
6) Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 211	-	Mahina positibo 0.0295	Mahina positibo 0.1178	Mahina positibo 0.0033	Mahina negatibo -0.0452	Mahina positibo 0.0095	Mahina negatibo -0.0216	Mahina negatibo -0.0442
Answer 212	-	Mahina positibo 0.0279	Mahina positibo 0.0531	Mahina positibo 0.0349	Mahina negatibo -0.0108	Mahina negatibo -0.0599	Mahina positibo 0.0805	Mahina negatibo -0.0812
Answer 212	-	Mahina positibo 0.0221	Mahina negatibo -0.0185	Mahina negatibo -0.0042	Mahina positibo 0.0234	Mahina positibo 0.0579	Mahina negatibo -0.0116	Mahina negatibo -0.0663
Answer 213	-	Mahina positibo 0.0046	Mahina negatibo -0.0054	Mahina negatibo -0.0435	Mahina negatibo -0.0063	Mahina negatibo -0.0236	Mahina negatibo -0.0002	Mahina positibo 0.0667
Answer 214	-	Mahina negatibo -0.0213	Mahina positibo 0.0154	Mahina negatibo -0.0072	Mahina positibo 6.93E-5	Mahina negatibo -0.0197	Mahina positibo 0.0359	Mahina negatibo -0.0012
Answer 215	-	Mahina negatibo -0.0105	Mahina negatibo -0.0683	Mahina negatibo -0.0142	Mahina positibo 0.0160	Mahina positibo 0.0096	Mahina positibo 0.0455	Mahina positibo 0.0025
Answer 216	-	Mahina negatibo -0.0408	Mahina negatibo -0.0516	Mahina positibo 0.0185	Mahina positibo 0.0086	Mahina positibo 0.0140	Mahina negatibo -0.1042	Mahina positibo 0.1054
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 217	-	Mahina negatibo -0.0578	Mahina negatibo -0.0512	Mahina positibo 0.0455	Mahina positibo 0.0299	Mahina negatibo -0.0042	Mahina negatibo -0.1157	Mahina positibo 0.0998
Answer 218	-	Mahina negatibo -0.0242	Mahina negatibo -0.0547	Mahina negatibo -0.0219	Mahina positibo 0.0080	Mahina positibo 0.0272	Mahina positibo 0.0444	Mahina positibo 0.0018
Answer 218	-	Mahina positibo 0.0211	Mahina negatibo -0.0223	Mahina negatibo -0.0478	Mahina negatibo -0.0534	Mahina positibo 0.0235	Mahina positibo 0.0840	Mahina negatibo -0.0012
Answer 219	-	Mahina positibo 0.0281	Mahina positibo 0.0385	Mahina negatibo -0.0257	Mahina negatibo -0.0237	Mahina negatibo -0.0220	Mahina positibo 0.0417	Mahina negatibo -0.0112
Answer 220	-	Mahina positibo 0.0609	Mahina positibo 0.0506	Mahina negatibo -0.0074	Mahina positibo 0.0299	Mahina positibo 0.0069	Mahina negatibo -0.0215	Mahina negatibo -0.0824
Answer 221	-	Mahina negatibo -0.0114	Mahina positibo 0.0508	Mahina positibo 0.0346	Mahina positibo 0.0439	Mahina negatibo -0.0650	Mahina positibo 0.0041	Mahina negatibo -0.0398
Answer 222	-	Mahina positibo 0.0506	Mahina positibo 0.1033	Mahina positibo 0.0333	Mahina negatibo -0.0615	Mahina positibo 0.0136	Mahina negatibo -0.0280	Mahina negatibo -0.0543
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 223	-	Mahina positibo 0.0643	Mahina positibo 0.0930	Mahina positibo 0.0286	Mahina negatibo -0.0810	Mahina positibo 0.0281	Mahina negatibo -0.0124	Mahina negatibo -0.0620
Answer 224	-	Mahina negatibo -0.0127	Mahina positibo 0.0500	Mahina negatibo -0.0301	Mahina positibo 0.0029	Mahina negatibo -0.0063	Mahina positibo 0.0439	Mahina negatibo -0.0265
Answer 224	-	Mahina positibo 0.0588	Mahina positibo 0.0011	Mahina negatibo -0.0179	Mahina positibo 0.0158	Mahina positibo 0.0539	Mahina negatibo -0.0147	Mahina negatibo -0.0804
Answer 225	-	Mahina negatibo -0.0084	Mahina negatibo -0.0123	Mahina negatibo -0.0266	Mahina positibo 0.0003	Mahina negatibo -0.0200	Mahina positibo 0.0128	Mahina positibo 0.0446
Answer 226	-	Mahina positibo 0.0068	Mahina negatibo -0.0074	Mahina positibo 0.0025	Mahina negatibo -0.0114	Mahina negatibo -0.0621	Mahina positibo 0.0559	Mahina positibo 0.0188
Answer 227	-	Mahina negatibo -0.0294	Mahina negatibo -0.0706	Mahina positibo 0.0101	Mahina negatibo -0.0083	Mahina negatibo -0.0159	Mahina positibo 0.0914	Mahina positibo 0.0007
Answer 228	-	Mahina negatibo -0.0583	Mahina negatibo -0.0406	Mahina positibo 0.0304	Mahina positibo 0.0600	Mahina positibo 0.0101	Mahina negatibo -0.1441	Mahina positibo 0.0897
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 229	-	Mahina negatibo -0.0469	Mahina negatibo -0.0219	Mahina positibo 0.0447	Mahina positibo 0.0967	Mahina negatibo -0.0403	Mahina negatibo -0.1428	Mahina positibo 0.0664
Answer 230	-	Mahina negatibo -0.0183	Mahina negatibo -0.0458	Mahina negatibo -0.0071	Mahina negatibo -0.0155	Mahina negatibo -0.0099	Mahina positibo 0.0713	Mahina positibo 0.0120
Answer 230	-	Mahina positibo 0.0085	Mahina negatibo -0.0110	Mahina negatibo -0.0250	Mahina positibo 0.0002	Mahina positibo 0.0221	Mahina positibo 0.0002	Mahina positibo 0.0035
Answer 231	-	Mahina positibo 0.0029	Mahina positibo 0.0601	Mahina negatibo -0.0505	Mahina negatibo -0.0374	Mahina positibo 0.0179	Mahina positibo 0.0655	Mahina negatibo -0.0291
Answer 232	-	Mahina positibo 0.0531	Mahina negatibo -0.0032	Mahina negatibo -0.0139	Mahina negatibo -0.0492	Mahina positibo 0.0237	Mahina positibo 0.0673	Mahina negatibo -0.0542
Answer 233	-	Mahina positibo 0.0428	Mahina positibo 0.0526	Mahina positibo 0.0126	Mahina negatibo -0.0383	Mahina negatibo -0.0088	Mahina positibo 0.0521	Mahina negatibo -0.0675
Answer 234	-	Mahina positibo 0.0360	Mahina positibo 0.0705	Mahina positibo 0.0281	Mahina negatibo -0.0659	Mahina positibo 0.0506	Mahina negatibo -0.0570	Mahina negatibo -0.0281
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 235	-	Mahina negatibo -0.0017	Mahina positibo 0.0073	Mahina positibo 0.0407	Mahina positibo 0.0657	Mahina negatibo -0.0536	Mahina negatibo -0.1279	Mahina positibo 0.0538
Answer 236	-	Mahina negatibo -0.0107	Mahina negatibo -0.0342	Mahina positibo 0.0206	Mahina positibo 0.0019	Mahina negatibo -0.0270	Mahina positibo 0.0424	Mahina negatibo -0.0025
Answer 236	-	Mahina negatibo -0.0051	Mahina negatibo -0.0364	Mahina negatibo -0.0024	Mahina positibo 0.0161	Mahina negatibo -0.0026	Mahina positibo 0.0154	Mahina positibo 0.0036
Answer 237	-	Mahina negatibo -0.0228	Mahina negatibo -0.0085	Mahina negatibo -0.0656	Mahina negatibo -0.0382	Mahina positibo 0.0603	Mahina positibo 0.0458	Mahina positibo 0.0177
Answer 238	-	Mahina positibo 0.0187	Mahina positibo 0.0213	Mahina negatibo -0.0149	Mahina negatibo -0.0156	Mahina positibo 0.0274	Mahina positibo 0.0581	Mahina negatibo -0.0705
Answer 239	-	Mahina positibo 0.0344	Mahina positibo 0.0338	Mahina positibo 0.0080	Mahina negatibo -0.0463	Mahina negatibo -0.0141	Mahina positibo 0.0263	Mahina negatibo -0.0132
Answer 240	-	Mahina positibo 0.0178	Mahina positibo 0.0767	Mahina positibo 0.0093	Mahina negatibo -0.0259	Mahina positibo 0.0453	Mahina negatibo -0.0387	Mahina negatibo -0.0509
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 241	-	Mahina positibo 0.0476	Mahina positibo 0.0842	Mahina positibo 0.0574	Mahina negatibo -0.0492	Mahina positibo 0.0025	Mahina negatibo -0.0299	Mahina negatibo -0.0621
Answer 242	-	Mahina positibo 0.0930	Mahina positibo 0.0329	Mahina negatibo -0.0197	Mahina negatibo -0.0289	Mahina negatibo -0.0008	Mahina positibo 0.0147	Mahina negatibo -0.0451
Answer 242	-	Mahina positibo 0.0091	Mahina positibo 0.0332	Mahina negatibo -0.0054	Mahina positibo 0.0319	Mahina positibo 0.0217	Mahina positibo 0.0163	Mahina negatibo -0.0868
Answer 243	-	Mahina positibo 0.0041	Mahina positibo 0.0057	Mahina negatibo -0.0373	Mahina negatibo -0.0210	Mahina positibo 0.0012	Mahina positibo 0.0674	Mahina negatibo -0.0125
Answer 244	-	Mahina negatibo -0.0267	Mahina negatibo -0.0432	Mahina positibo 0.0268	Mahina positibo 0.0310	Mahina negatibo -0.0566	Mahina positibo 0.0108	Mahina positibo 0.0361
Answer 245	-	Mahina negatibo -0.0793	Mahina negatibo -0.0295	Mahina negatibo -0.0507	Mahina positibo 0.0209	Mahina positibo 0.0210	Mahina positibo 0.0416	Mahina positibo 0.0355
Answer 246	-	Mahina negatibo -0.0370	Mahina negatibo -0.0657	Mahina positibo 0.0424	Mahina positibo 0.0139	Mahina positibo 0.0021	Mahina negatibo -0.1168	Mahina positibo 0.1114
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 247	-	Mahina negatibo -0.0405	Mahina positibo 0.0206	Mahina positibo 0.0480	Mahina positibo 0.0533	Mahina negatibo -0.0436	Mahina negatibo -0.1194	Mahina positibo 0.0590
Answer 248	-	Mahina positibo 0.0035	Mahina negatibo -0.0837	Mahina negatibo -0.0228	Mahina negatibo -0.0137	Mahina positibo 0.0210	Mahina positibo 0.0678	Mahina positibo 0.0087
Answer 248	-	Mahina negatibo -0.0348	Mahina negatibo -0.0051	Mahina negatibo -0.0134	Mahina negatibo -0.0138	Mahina positibo 0.0264	Mahina positibo 0.0553	Mahina negatibo -0.0211
Answer 249	-	Mahina positibo 0.0873	Mahina positibo 0.0331	Mahina negatibo -0.0336	Mahina negatibo -0.0376	Mahina negatibo -0.0227	Mahina positibo 0.0362	Mahina negatibo -0.0221
Answer 250	-	Mahina positibo 0.0234	Mahina positibo 0.0296	Mahina negatibo -0.0181	Mahina negatibo -0.0027	Mahina positibo 0.0418	Mahina positibo 0.0108	Mahina negatibo -0.0616
Answer 251	-	Mahina positibo 0.0188	Mahina positibo 0.0442	Mahina positibo 0.0151	Mahina positibo 0.0030	Mahina positibo 0.0074	Mahina negatibo -0.0157	Mahina negatibo -0.0475
Answer 252	-	Mahina positibo 0.0192	Mahina positibo 0.1251	Mahina positibo 0.0082	Mahina negatibo -0.0703	Mahina positibo 0.0015	Mahina negatibo -0.0020	Mahina negatibo -0.0301

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Exploring correlations between the two systems, MBTI^® and Spiral Dynamics, could provide additional insights into motivational development and personality.

Some opportunities this could open up include:

Gaining a more multifaceted view of personality by seeing how motivational values at different Spiral levels interact with MBTI^® preferences. For example, Thinking types may express differently at Blue conformity-focused stages versus Orange achievement-focused stages.
Understanding nuanced developmental pathways for different personalities. For instance, mapping what transitional stages INTJs may pass through as they evolve in consciousness compared to ESFPs.
Diagnosing developmental conflicts and tensions within the same MBTI^® type driven by differing value systems. An ESTJ at the Red power-driven stage may experience internal tensions with one at the Orange efficiency-focused stage.
Appreciating how different MBTI^® functions or skill sets come to the fore at different Spiral levels. For example, Intuition was expressed more strongly in late Orange, and Feeling came online in early Green.
Tailoring coaching and development interventions by incorporating personality and motivational level insights. An INFP may need a different approach at Blue versus Green.

However, deriving such integrative insights requires avoiding simplistic stereotyping, acknowledging limitations in current Spiral Dynamics validation, and recognizing that personality and values are multi-faceted within individuals. If these complexities are accounted for, exploring potential connections between the frameworks could yield a more textured perspective on the interplay between personality type, values, and consciousness development over the lifespan. However, this endeavor requires extensive additional research and cautious interpretation.

BPS critiques MBTI^®'s dichotomous typing

Context: The BPS recognizes the MBTI^® as a personality assessment tool, but it critiques its dichotomous typing—i.e., the MBTI^®’s structure of categorizing people into one of 16 personality types based on four binary preferences (Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, Judging/Perceiving). This critique stems from methodological and theoretical concerns.

Details:

Dichotomous Nature: The MBTI^® assigns individuals to one of two poles on each of its four dimensions (e.g., E or I, S or N), resulting in 16 discrete types (e.g., ISTJ, ENFP). This binary approach contrasts with continuous trait models like the Big Five, where traits (e.g., Neuroticism, Openness) are measured on a spectrum.
BPS Critique:
- Psychometric Concerns: The BPS, via its Psychological Testing Centre, notes that the dichotomous typing can oversimplify human personality, ignoring the gradations within individuals. For example, someone might score close to the midpoint between E and I but still be labeled as one or the other, potentially misrepresenting their true tendencies.
- Reliability Issues: Test-retest reliability for MBTI^® types can be inconsistent, with studies showing 40–50% of people receiving a different type upon retesting after weeks or months (Pittenger, 2005, Consulting Psychology Journal). This instability undermines the binary model’s stability, as the BPS highlights in its reviews.
- Validity Concerns: The BPS questions whether the types capture meaningful psychological constructs, especially compared to dimensional models. Correlations with the Big Five (e.g., E/I with Extraversion, T/F with Agreeableness) exist but are imperfect, suggesting the MBTI^®’s categories may not fully align with established personality science.
Practical Implications: The critique suggests the MBTI^®’s dichotomous typing risks pigeonholing individuals, reducing its utility for precise assessment or counseling. For instance, a person near the E/I threshold might not fit neatly into either category, leading to misinterpretation in workplace or clinical settings.
Sources: BPS’s Psychological Testing Centre reports (available via bps.org.uk) and Pittenger’s 2005 critique (Cautionary Comments Regarding the Myers-Briggs Type Inventory) detail this, noting the MBTI^®’s popularity doesn’t equate to scientific precision.

Summary: The BPS critiques MBTI^®’s dichotomous typing for oversimplifying personality, risking reliability and validity issues, and limiting its scientific depth compared to continuous models. This informs its cautious endorsement, emphasizing trained use to mitigate misinterpretation.

Ongoing Debates About MBTI^®'s Scientific Depth

Context: Despite BPS recognition and external validation studies since the 1940s, the MBTI^® faces ongoing debates about its scientific depth—its theoretical foundation, empirical support, and practical utility in psychology. These debates persist among researchers, practitioners, and critics.

Details:

Theoretical Foundation:
- Jungian Roots: MBTI^® stems from Carl Jung’s Psychological Types (1921), adapted by Katherine Briggs and Isabel Myers. Jung’s theory isn’t empirically validated like modern personality models—it’s based on clinical observations, not large-scale data, raising questions about its scientific basis.
- Critique: Many psychologists argue Jung’s typology lacks a falsifiable, testable framework. The MBTI^®’s translation into binary types (e.g., E/I) is seen as a stretch from Jung’s nuanced “functions” (e.g., Thinking, Feeling), lacking robust theoretical grounding (Barbuto, 1997, Psychological Reports).
Empirical Support:
- Reliability: While test-retest reliability for MBTI^® preferences shows
  r = 0.8–0.9
  over short intervals, type stability (16 combinations) drops significantly over time (e.g., 50% type change in 5 weeks, Pittenger, 1993, Journal of Career Planning). This challenges its consistency as a scientific tool.
- Validity: Correlations with the Big Five (e.g., E/I with Extraversion,
  r \approx 0.7
  ; T/F with Agreeableness,
  r \approx 0.3–0.5
  ) exist, but they’re imperfect (McCrae & Costa, 1989, Journal of Personality). Critics argue MBTI^® types don’t predict behavior or outcomes (e.g., job performance) as well as dimensional traits, questioning construct validity.
- Factor Analysis: Studies (e.g., Furnham et al., 2003, European Journal of Personality) suggest MBTI^® dimensions don’t always load cleanly onto distinct factors, hinting at overlap or redundancy compared to the Big Five’s clear structure.
Practical Utility vs. Science:
- Popularity: MBTI^®’s widespread use (e.g., in HR, counseling) doesn’t equate to scientific depth. Its appeal lies in accessibility and type descriptions, not empirical strength—critics (e.g., Pittenger, 2005) call it “pseudoscience” for overreaching its evidence.
- Critique of Dichotomy: The binary typing, as noted earlier, is a major sticking point—psychologists prefer continuous measures (e.g., NEO-PI-R) for their precision, fueling debates about MBTI^®’s scientific value.
Ongoing Debates:
- Proponents: Supporters (e.g., CPP Inc., Journal of Psychological Type) argue MBTI^®’s Jungian basis, reliability, and practical utility justify its use, citing decades of data and BPS/APA acceptance (though APA’s endorsement is limited).
- Critics: Academics (e.g., Paul, 2004, Skeptical Inquirer) question its scientific depth, noting poor predictive power, lack of longitudinal evidence, and reliance on self-report without objective measures. They contrast it with evidence-based models like the Big Five, which have extensive longitudinal and cross-cultural validation.
- BPS Stance: The BPS acknowledges MBTI^®’s utility but warns of its limitations, requiring trained administration to mitigate risks—reflecting this ongoing tension.
Recent Developments: As of 2025, debates continue in psychology forums and journals (e.g., Personality and Individual Differences). Some defend MBTI^®’s predictive validity in specific contexts (e.g., team dynamics), while others push for dimensional alternatives, questioning its depth for serious research.

Summary: The ongoing debates about MBTI^®’s scientific depth center on its theoretical (Jungian) roots, inconsistent reliability/validity, and practical popularity outstripping empirical support. Critics argue it’s more heuristic than scientific, while proponents highlight its utility, creating a polarized discourse that BPS navigates cautiously.

Conclusion

In summary, while the MBTI^® personality typology and Spiral Dynamics developmental spectrum offer distinct lenses, exploring their potential connections could yield additional insights. Observing how motivational values interact with personality preferences at different stages may provide a more multifaceted view of individual differences. However, directly coupling the two frameworks oversimplifies their nuances.

Each system has a different purpose and validation base. Individuals express multifaceted personalities and multi-layered values that resist rigid mapping between categories. Stereotyping risks must also be avoided. If these complexities are recognized, judiciously analyzing relationships between the two systems could contribute to a more textured understanding of personality and consciousness development. However, further research and careful interpretation are required to derive meaningful integrative insights from correlations.

An open and nuanced exploration of how motivational development interplays with personality types, without forcing definitive linkages, may offer complementary perspectives that enrich our comprehension of the psychology of individual differences. This endeavor promises intellectual rewards but requires diligence in acknowledging both frameworks' limitations and avoiding oversimplification. With care, synergies between them may help capture a fuller portrait of diversity in personality and values.

2025.03.04

Valerii Kosenko

May-ari ng Produkto SaaS SDTEST®

Si Valerii ay kwalipikado bilang isang social pedagogue-psychologist noong 1993 at mula noon ay inilapat ang kanyang kaalaman sa pamamahala ng proyekto.
Nakakuha si Valerii ng Master's degree at ang project at program manager qualification noong 2013. Sa panahon ng kanyang Master's program, naging pamilyar siya sa Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) at Spiral Dynamics.
Si Valerii ang may-akda ng paggalugad sa kawalan ng katiyakan ng V.U.C.A. konsepto gamit ang Spiral Dynamics at mathematical statistics sa psychology, at 38 international poll.

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